Parasite SEO in the AI Search Era: Does It Still Work?
What is Parasite SEO? Parasite SEO is an SEO strategy where you publish content on high-authority third-party websites to rank faster by leveraging their existing domain authority. Its primary goal is to “borrow” the authority of websites that Google already trusts, instead of building rankings from your own domain. This can help content gain visibility more quickly, especially for competitive keywords. How it work? Parasite SEO leverages the authority of established websites to improve your content’s visibility in search engine results. It involves publishing content on high-authority platforms, such as well-known blogs, major forums, or popular social media sites, allowing you to leverage their authority and rank faster for competitive keywords. Some brands actually hire or pay freelancers, creators, or even LinkedIn users to act as industry experts or thought leaders. They subtly mention or recommend the brand’s products or services in their posts, often without disclosing that the content is sponsored or paid. Typical Parasite SEO Process/ Workflow: Step 1: Find your target keywordChoose a keyword with high search volume and strong commercial or buying intent. Step 2: Identify the “host” websiteSearch the keyword on Google and look for high-authority sites already ranking on Page 1, such as LinkedIn, Reddit, Medium, GitHub, Quora, or YouTube. These are your potential “host” platforms. Step 3: Create and publish your contentCreate content that matches the style of the host platform. Include a relevant link or clear CTA to your website, product, or service where appropriate. Step 4: Stay consistent and monitor resultsKeep publishing over the next 2–3 months and track your rankings and traffic. Consistency usually performs better than relying on a single post. Note: Parasite SEO is not guaranteed to work. Its effectiveness depends on your industry, competition, content quality, and the host platform’s policies. 💡 Pro Tip: Google Search Console no longer lets you verify only websites. You can now add and verify official social media profiles as properties, including Instagram, TikTok, X (formerly Twitter), and YouTube. This gives Google a stronger signal that these profiles are officially associated with your brand, helping establish your online presence across multiple platforms. Ideal “Host” Websites Medium The most popular Parasite SEO platform. It allows you to optimize your page title, meta description, headings (H1), and image alt text. You can publish SEO-friendly articles for free and link back to your website. Social Media Platforms LinkedIn, Reddit, Facebook, Instagram, Threads, X, YouTube, TikTok (Google can index all these). Publish engaging posts, videos, or images with SEO-friendly titles and descriptions to increase visibility and drive traffic to your website. Guest Blogs Publish guest posts on high-authority websites to reach new audiences, build backlinks, and increase referral traffic. Review Sites & Testimonials Leave genuine reviews or testimonials on relevant third-party websites. When appropriate, include a link back to your website. Online Forums & Communities Participate in niche communities by answering questions and sharing valuable insights. Where allowed, include relevant backlinks. Examples include Reddit, Quora, GitHub Discussions, and YouTube Community Posts. Other platforms that you can “parasite” on News websites, Substack, GitHub, Notion, Spotify, Pinterest, and other high-authority publishing platforms. How Does Parasite SEO Help with AI Citations? In the era of AI Search (GEO/AEO), the goal is no longer to rank on Google’s first page; it’s also to be mentioned and cited by AI assistants such as Google AI Overviews, AI Mode, ChatGPT, Perplexity, Claude, and Gemini. Different AI systems tend to surface content from different platforms: LinkedIn and Reddit are frequently cited by ChatGPT and other LLMs because they contain expert opinions, discussions, and real-world experiences. YouTube is a major citation source within Google’s AI ecosystem, including AI Overviews, as Google can understand video content through transcripts, metadata, and user engagement. Medium, GitHub, Quora, news websites, and other high-authority platforms may also appear in AI-generated answers when their content is relevant and authoritative. Be Everywhere, Not Just on Your Website In GEO, brands should adopt an omnichannel content strategy. Instead of relying solely on your own website, publish valuable content across multiple trusted platforms where your audience and AI models can discover it. Traditional link building is also evolving. AI models generally don’t distinguish between dofollow and nofollow links the same way Google’s ranking algorithm does. More importantly, brand mentions, even without a hyperlink, can still contribute to your brand’s visibility if they appear consistently across trusted websites. The objective is no longer just to build dofollow backlinks; it’s to build brand presence, authority, and citations across the web, increasing the likelihood that AI assistants will reference your brand in their responses. Further reading: Conventional SEO vs GEO (AI Search Optimization): The Differences Parasite SEO Checklist Note: You don’t need to complete every item on this checklist. Just choose the platforms and activities that are relevant to your business and audience. Publish an SEO-optimized page or blog post on your website. Create a long-form video for your YouTube channel. Publish a YouTube Community post. Create a short-form video (90 seconds or less) for YouTube Shorts, TikTok, and Instagram Reels. Publish an article or thread on X (formerly Twitter) and link to your YouTube video and website. Publish a Facebook post (long-form content works well). Publish an Instagram post or carousel. Publish a Threads post. Share a post or answer questions on Reddit. Publish a LinkedIn post or article (long-form content works well). Pro Tip: You don’t need to create completely different content for every platform. Repurpose one piece of content into multiple formats (blog, video, short video, social posts, and community discussions) to maximize your reach across both traditional search engines and AI search.
Dissecting Black Hat SEO Myths with Malaysian iGaming Industry Case Studies
“It doesn’t matter whether the hat is black or white, as long as it works.” Educational Definition on Black Hat SEO Black Hat SEO refers to techniques used to improve a website’s search engine rankings by violating search engine guidelines. These tactics are designed to manipulate search engine algorithms and gain higher positions on search engine results pages (SERPs). Search engines such as Google and Bing clearly outline practices that violate their webmaster guidelines and the consequences of using them. Websites that engage in Black Hat SEO may receive algorithmic or manual penalties, resulting in lower search rankings, reduced visibility, and a significant decline in organic traffic. Reality on Black Hat Strategies: The definitions above provide only a general overview of Black Hat SEO. However, the reality is that many industries and businesses are already using one or more Black Hat or Grey Hat SEO strategies, which I will discuss in more detail later. I have nothing against these practices, as Black Hat SEO is different from Negative SEO, which is intended to harm others. The key point is that adopting Black Hat SEO strategies is entirely at your own risk. You are free to use these strategies, as long as you don’t get caught by Google. Black Hat SEO vs. Negative SEO Black Hat SEO usually does not harm other websites; it focuses on manipulating search engine algorithms to improve rankings. Negative SEO, on the other hand, is more of a sabotage tactic aimed at damaging a competitor’s website or search performance. We should condemn Negative SEO and any method that has malicious intent against others, whereas black-hat SEO generally does not have such intent. White Hat SEO vs. Black Hat SEO The simplest explanation is this: one follows the rules, while the other does not. Black Hat SEO strategies are a bit like gambling. They may work in the short term, but they carry the risk of building a website that could collapse due to a manual action or the rollout of a new spam algorithm update. If either of these happens, all your Black Hat SEO efforts could be in vain. White Hat SEO, on the other hand, is more reliable and provides cumulative benefits over time as your efforts continue to scale and compound. Because White Hat SEO is based on sound SEO principles and prioritizes user experience, it is both safer and ultimately more sustainable than Black Hat SEO tactics. One of the main differences between White Hat SEO and Black Hat SEO is their approach to link building: White Hat Link Building: White Hat link building consists of strategies that add value to users, comply with Google’s guidelines, and produce sustainable long-term results. These strategies focus on earning high-quality, relevant backlinks through legitimate means. Although White Hat backlinks are generally more difficult and time-consuming to acquire, they are widely adopted by website owners because they support long-term website growth and contribute to a healthier online ecosystem. Black Hat Link Building: Black Hat link building refers to acquiring backlinks through manipulative methods that violate search engine guidelines. Common examples include: PBNs (Private Blog Networks) Paid backlinks Automated link-building software They are usually spammy and unnatural* What are the risks of Black Hat SEO? While some Black Hat SEO techniques may produce short-term ranking improvements, the results are often temporary. Websites that rely heavily on these tactics risk algorithmic devaluation, manual actions, ranking losses, or even complete removal from search engine results. Understanding Google Interactions with Websites: Google Manual Penalties (Manual Actions) Manual actions are human-driven processes. When a website receives a manual penalty, it is the result of a real person at Google reviewing the site and determining that it has violated Google’s spam policies or webmaster guidelines. Algorithmic Filtering (Devaluation) Algorithmic filtering, on the other hand, is a fully automated part of Google’s ranking system. Google’s algorithms can detect certain manipulative practices, or what they consider to be manipulative, on any part of a website and adjust its rankings accordingly. Unlike manual actions, websites do not receive any messages or notifications if they lose rankings due to algorithmic filtering. Core Updates Core updates are significant changes to Google’s ranking systems that are intended to improve the quality and relevance of search results, ultimately providing a better user experience. Google occasionally announces these updates publicly. 12 Black-Hat SEO Techniques 12 Common Black Hat SEO Techniques: Black Hat SEO encompasses a wide range of techniques designed to manipulate search engine rankings. While many of these practices explicitly violate search engine guidelines, others operate in grey areas that may not be directly addressed until search engines update their spam policies and enforcement methods. Ranking Black Hat SEO Techniques in Tier List In the sections below, I’ll use my 5 years of SEO experience to grade these Black Hat SEO tactics into four tiers: Tier 1: Well, sounds kinda cool — still use at your own risk. Tier 2: Okay, not too shabby. Tier 3: Not suitable for normal business or corporate websites, but could still be useful in certain grey niches. e.g., iGaming/ online casinos, loan sharks (Ah Long), Crypto/ Forex exchanges, scammy Web3 “FinTech” businesses, and adult sites. Tier 4: Noob — it’s not going to work in 2026. It’s outdated. Tier 1 Black Hat Techniques/ Strategies Well, sounds kinda cool — still use at your own risk. 1: Build Your Own PBN (Using Expired Domains) A Private Blog Network (PBN) is a collection of websites built primarily to pass authority and backlinks to a target website. Most PBNs are created using expired domains because these domains often come with existing link equity, authority, and backlink profiles. If you acquire the right expired domain, it may already have backlinks from highly authoritative sources, including .gov, .edu, major news websites, or other trusted domains. Instead of building authority from scratch, an expired domain’s PBN allows you to leverage the authority that the expired domain has already accumulated. Why I think it’s cool (Tier 1): You need
Negative SEO Attacks: 8 Types & Prevention Checklist
Defining Negative SEO Negative SEO is the unethical practice of intentionally sabotaging a competitor’s search engine rankings instead of improving your own website. Rather than earning higher positions through quality content, technical optimization, and legitimate link building, attackers use manipulative tactics that violate search engine guidelines to damage another site’s visibility. Common methods include building large volumes of spam backlinks, scraping and republishing content, hacking websites to alter on-page elements, or creating other signals that may harm a site’s credibility in search results. While negative SEO attacks do occur, search engines like Google continuously improve their algorithms and spam detection systems to identify and reduce the impact of these malicious tactics. Types of Negative SEO Attacks Negative SEO attacks can take several different forms, including: Smear campaigns (fake DMCA complaints): Filing fraudulent copyright infringement or DMCA takedown requests to disrupt your content or damage your online presence. Fake negative reviews and brand mentions: Posting fake reviews, creating fake social media profiles, or spreading false information to harm your brand’s reputation. Content scraping & duplication: Copying your website’s content and republishing it across multiple websites, creating duplicate content issues. Website hacking and cyberattacks (e.g., DDoS attacks): Hacking your website to inject malware, modify or delete content, alter on-page SEO elements, or disrupt website availability. Malicious spam backlinks and toxic anchor text: Building hundreds or thousands of low-quality or spammy backlinks to your website, often using irrelevant or harmful anchor texts such as “viagra,” “online poker,” “casino,” or “porn,” to manipulate your backlink profile and damage your search rankings. Fake link removal requests: Impersonating your brand to request the removal of valuable backlinks from websites linking to you. Hotlinking and excessive crawling: Hotlinking your media files or sending aggressive bots to consume server resources and affect website performance. Domain infringement and brand impersonation: Registering misleading domains that closely resemble your brand (e.g., Mcdonald → Macdonald, Adidas → Adidos or Adidas888) to confuse users, hijack branded searches, facilitate phishing, dilute your brand, or use defamatory domains such as yourdomain. porn, yourdomainshit.com, yourdomain.xxx, or y0urd0main.com. Below, we’ll walk through each of these negative SEO attacks in detail. 1. Smear Campaigns Smear Campaigns A smear campaign is a type of negative SEO attack that aims to damage a business’s online reputation and credibility by spreading false, misleading, or defamatory information. Unlike traditional SEO tactics that improve a website’s visibility, smear campaigns attempt to erode trust, discourage potential customers, and indirectly impact search performance. Common tactics include: Publishing defamatory blog posts; e.g., “Is {competitor brand} a scam?” Creating fake social media profiles to impersonate a brand; Spreading rumors through online communities such as Reddit; Submitting fraudulent DMCA (copyright infringement) complaints; or sharing false information with influencers and industry publications. While these attacks may not directly affect your website’s technical SEO, they could harm your brand reputation, erode user trust, reduce click-through rates, and drive potential customers to competitors. To minimize the impact, monitor your brand mentions regularly, respond professionally to legitimate complaints, and act quickly to report or remove false or defamatory content whenever possible. 2. Fake Review Spam & Negative Mentions Fake Review Spam & Negative Mentions Fake review spam is a form of negative SEO that involves posting false or misleading negative reviews to damage a business’s reputation. Because online reviews heavily influence consumer trust and purchasing decisions, they are often one of the first targets of malicious competitors. Attackers may leave fake one-star reviews on platforms such as Google, review platforms, business directories, or social media pages. They may also post negative mentions across forums, blogs, or other online communities using fake or anonymous profiles. These tactics are intended to undermine your brand’s credibility, discourage potential customers, and reduce click-through rates from search results. How to Counter Fake Reviews If you identify fake reviews, report them to the relevant review platform as soon as possible. While the removal process can be slow, submitting clear evidence, such as proof that the reviewer was never a customer or that the review contains false information, can strengthen your case. If the issue is causing significant harm, consider contacting the platform’s support team directly to request a faster review. In addition to removing fake reviews, focus on building a strong online reputation. Online reputation management (ORM) involves monitoring reviews, brand mentions, and social media discussions to understand how your business is perceived across digital platforms. Encourage genuine customers to leave honest reviews, respond professionally to legitimate feedback, and address concerns promptly. A consistent stream of authentic positive reviews can help reduce the impact of malicious or fraudulent ones over time. 3. Content Scraping 恶意采集 Content Scraping & Duplication Content scraping is a negative SEO technique in which someone copies content from your website and republishes it on other websites without permission. This is typically carried out by automated bots that crawl your pages, extract text, images, or other content, and distribute it across multiple domains. In some cases, individuals may also manually copy and republish your content. The goal is to create duplicate versions of your content across the web. While Google is generally capable of identifying the source, problems can arise if the scraped version is indexed before your original page. To maximize this possibility, scrapers often copy and republish newly published content almost immediately after it goes live. Although Google’s algorithms have become increasingly effective at identifying the canonical source, large-scale content scraping can still confuse search engines, dilute your content’s visibility, and consume server resources through excessive crawling. How to Counter Web Content Scraping Regularly monitor your content for unauthorized copies using plagiarism detection tools such as Copyscape. If duplicate versions of your content appear online, contact the website owner and request that they remove the copied content or provide proper attribution with a link to the original source. While some website owners may comply, scraper sites often ignore these requests. If the content is not removed, consider submitting a DMCA (Digital Millennium Copyright Act) takedown notice to the website’s hosting provider, CDN,
Link Building Tier List: Ranking Every Method and Strategy
My Link Building Tier List (2026 Edition) This tier list reflects my personal experience with link building. These rankings are based on what has worked for me over the years. A strategy that doesn’t work well for me may still be highly effective for your website, industry, or situation. High-authority backlinks remain one of the most valuable SEO assets in 2026. However, their role has expanded beyond improving search rankings. Earning links and mentions from trusted websites also increases your chances of being cited by AI-powered search experiences such as ChatGPT, Perplexity, Gemini, and Google AI Overviews. In other words, link building is no longer just about ranking higher in search engines; it’s also about building the authority and recognition that both search engines and AI systems rely on. Want to learn more about backlinks, how to acquire backlinks, and off-page SEO? Read my complete guide here. Dimensions Used in This Tier List: I evaluated every link building strategy using the following four dimensions to determine its placement from S Tier to F Tier: Dimension Description SEO Value The overall impact on both traditional search rankings (SERPs) and AI visibility, including citations in AI search experiences. Cost Whether the strategy is free, low-cost, or expensive to execute. Difficulty The amount of time, effort, and expertise required to implement the strategy successfully. Control How much control you have over acquiring and maintaining the backlink. Every Link Building Strategy Ranked from S to F S Tier – Useful A Tier – Decent B Tier – Average C Tier – Not Ideal (At Least for Me) F Tier – Avoid or Use at Your Own Risk X Tier – Strategies recommended by SEO experts and industry KOLs but that I haven’t personally tried, so I can’t fairly rank them. Disclaimer: This tier list is entirely subjective and based on my personal experience with link building. What works well for me may not work for you, and vice versa. Every website has different goals, industries, budgets, and levels of authority, so use these rankings as a reference rather than a universal rule. Four (4) S tier strategy S Tier: 1: Link Insertions (aka Paid Editorial Placements/ Niche Edits) Link insertions, also known as paid editorial niche edits, are paid backlinks placed within existing, already-indexed articles on relevant websites. In my experience, they’re one of the fastest ways to improve search visibility because the page already has established authority, trust, and, in many cases, existing organic traffic. Think of it this way: it’s like getting your business mentioned in a well-known library book that people are already reading, rather than publishing an entirely new book to include your advertisement. Since the page has already earned credibility with search engines, your backlink can often provide value much sooner than a brand-new guest post. 2. Link Exchange (Link to Me, I’ll Link to You) Link exchanges or link swaps involve two websites agreeing to link to each other. This is considered a grey-hat link-building strategy. While Google discourages excessive reciprocal linking for SEO purposes, it can still be used naturally when the links genuinely benefit users and make editorial sense. One approach is a reciprocal partnership link, in which adjacent (non-competing) businesses recommend each other. For example: Plumber ↔ Electrician Roofer ↔ Renovation Contractor Carpenter ↔ Interior Designer 2.1 Content and Resource Partnerships: Collaborate with adjacent (non-competing) businesses to create valuable content together, such as original research, industry reports, co-authored guides, or resource pages. When the partnership is built around shared value and high-quality content, the resulting backlinks are among the most natural and sustainable. These partnership links are natural because the businesses complement one another and provide additional value to customers or your website readers. Another alternative is a three-way (A-B-C) link exchange, where Website A links to Website B, Website B links to Website C, and Website C links back to Website A. This avoids a direct one-to-one reciprocal exchange while still creating relevant partnerships. 2.2 Are Link exchanges safe? Link exchanges become risky only when they’re done at scale or used as your primary link-building strategy. Google considers excessive link exchanges intended to manipulate rankings a form of link spam, which may lead to ranking penalties. However, occasional reciprocal links between genuinely related websites are generally acceptable when they exist to help users rather than manipulate search rankings. The key is to prioritize relevance, editorial value, and real business relationships over simply exchanging links. Further reading: Google’s Spam Policies 3. Paid Backlink Acquisition Sometimes, the simplest approach is to be upfront. You can reach out to website owners via cold email and let them know you’re willing to pay for a backlink. If the quoted price is too high, don’t be afraid to negotiate. Site owners are open to discussing a lower rate. 3.1 Get featured on resource pages and recommended hubs Resource pages are curated lists of useful websites, tools, services, or educational content around a specific topic. Because they’re designed to recommend valuable resources, they can be an excellent source of relevant, high-quality backlinks. How to find them? Use search operators to discover resource pages in your niche: [topic] + “resources”[topic] + “recommended tools”[topic] + intitle:resources[topic] + inurl:resources[topic] + intitle: best or top Once you’ve found relevant resource pages, reach out to the site owner and explain why your content, product, or website would genuinely benefit their audience. If appropriate, you can also be upfront and let them know you’re willing to pay for inclusion. If you don’t want to handle outreach yourself, you can also use a backlink marketplace or hire a link building agency to do everything for you. 3.2 Tips for Hiring a Link Building Agency Not all agencies deliver high-quality backlinks. Before hiring one, ask the following questions: Can you show me examples of backlinks you’ve built for previous clients? Will I be able to review and approve the domains before you build the links? What criteria do you use to qualify websites? The worst-case scenario is hiring an agency
Server and DevOps Fundamentals for SEO & Marketing Teams
Operating Systems & Server Technologies basics for SEO and Marketers As digital marketers or SEO professionals, we often work closely with internal or external developers, software engineers, and DevOps teams to manage websites, systems, or applications. Understanding basic server and DevOps terminology could help marketing personnel communicate more effectively with technical teams and collaborate more efficiently on SEO, website performance, and technical issues. Part I: Operating System (OS) Operating System (OS): An Operating System (OS) is the core software that manages a computer, server, or mobile device. It acts as the bridge between hardware and applications, allowing software and systems to run properly. For websites and servers, the operating system is extremely important because it affects website performance, stability, security, compatibility, and scalability. Common operating systems include Windows, Linux, Android, and iOS. What is an operating system? – According to Microsoft. 1. Microsoft Windows Windows is a popular operating system developed by Microsoft. It is widely used on personal computers and also on some web servers. In server environments, Windows is commonly used for: • ASP.NET websites, • Microsoft SQL Server, • enterprise applications, • Microsoft-based infrastructures. SEO & Marketing Relevance Easier for beginners to manage. Common in corporate environments. Usually, it is more resource-heavy than Linux. Hosting costs are often higher than those for Linux servers. 2. Linux Linux is an open-source operating system widely used in web hosting and cloud infrastructure. Most modern websites, cloud servers, and DevOps environments run on Linux because of its: stability, performance, security, and flexibility. Linux is the foundation for many server operating systems, such as Ubuntu and CentOS. SEO & Marketing Relevance Many SEO-related performance optimizations, such as caching, server tuning, core web vitals improvements, CDN integrations, and high-performance hosting, are commonly implemented on Linux servers. 3. Ubuntu Ubuntu is one of the most popular Linux distributions (distros). It is beginner-friendly and widely used for: 1. Cloud Hosting 2. VPS Servers 3. DevOps environment 4. Web applications. Many developers and DevOps engineers prefer Ubuntu because of its large community support and compatibility with modern technologies. Ubuntu Relationship to Linux Ubuntu is built on Linux. Think of Linux as the “engine” and Ubuntu as a “version” of that engine designed for easier use. 4. CentOS CentOS is another Linux distribution traditionally popular in enterprise server environments. It was known for: 1) long-term stability 2) Reliability 3) Enterprise-grade performance CentOS was widely used with hosting panels like: 1) cPanel 2) WHM (Web Host Manager) 3) Enterprise hosting infrastructures. CentOS Relationship to Linux Like Ubuntu, CentOS is also based on Linux. 5. iOS iOS is the mobile operating system developed by Apple for iPhones and iPads. SEO & Marketing Relevance Website behavior may differ on Safari browsers, Core Web Vitals can vary across devices, Mobile UX testing is important for SEO. 6. Android Android is the world’s most widely used mobile operating system, developed by Google. SEO & Marketing Relevance Since most users browse websites on mobile devices, marketers should understand: Android user behavior, mobile responsiveness, page speed, and mobile-first indexing. 7. HarmonyOS (HMOS) HarmonyOS (HMOS) is an operating system developed by Huawei as an alternative ecosystem for smartphones and connected devices. Less common globally, HarmonyOS is relevant in certain markets such as China. Part II: Server & Infrastructure Technologies Why SEO Professionals need basic Server knowledge? SEO professionals should have a basic understanding of servers because many technical SEO issues are usually related to server performance, security, and infrastructure. For example, websites may experience server overload, downtime, cyberattacks, or excessive bot crawling that affects website speed, crawl efficiency, and search engine visibility. Having basic server knowledge helps SEO teams communicate more effectively with developers and DevOps teams when troubleshooting issues such as high server load, website attacks, or blocking unnecessary bots and crawlers that consume server resources. Server & Infrastructure Technologies: 8 Common Types of Servers (based on functionality) Servers can be categorized based on the functions they perform or how they are deployed. In general, a server is a computer or system that provides data, resources, or services to other devices over a network. Below are some of the most common types of servers used in modern computing: 1. Web Servers Host and deliver websites to browsers using technologies such as Apache HTTP Server and Nginx. 2. Database Servers Store, manage, and retrieve structured data for websites, applications, and systems. 3. File Servers Provide centralized storage and file-sharing access for multiple users or devices. 4. Mail Servers Handle the sending, receiving, and storage of email communications. 5. Application Servers Run software applications and process business logic for websites or enterprise systems. 6. Proxy Servers Act as intermediaries between users and the internet to improve security, privacy, and performance. 7. DNS Servers Translate domain names such as “google.com” into IP addresses that computers can understand. 8. Gaming Servers Host online multiplayer games and synchronize player activities in real time. 4 Types of Server Deployment Models Servers can also be categorized based on how they are hosted or deployed: (How servers are hosted) 1. Physical Server 物理服务器 Physical Servers Dedicated hardware machines located on-premises or inside data centers. 2. Dedicated Server 专用服务器 A dedicated server is a physical server exclusively used by a single customer, company, or application. Unlike shared hosting or virtual servers, all server resources, such as CPU, RAM, and storage, are dedicated to one user, providing better performance, security, and control. 3. Virtual Servers A virtual server is a software-based server created through virtualization technology inside a physical server. Instead of using one physical machine for only one system, virtualization platforms such as VMware allow multiple independent virtual servers to run on the same hardware while sharing its resources, such as CPU, RAM, and storage. Each virtual server operates like a separate computer with its own operating system, applications, settings, and permissions. For example, one physical server can host multiple Ubuntu or Windows virtual servers for different websites, clients, or applications without affecting each other. 4. Cloud Servers 云服务器 Virtual servers
How to Identify & Prevent Bot Traffic in GA4 (2026 Guide)
What Is Bot Traffic? Bot traffic refers to visits to your website generated by automated programs (bots), not real human users. These bots are designed to perform tasks at scale; some are helpful, others are harmful. In tools like Google Analytics 4, bot traffic could distort your data if it isn’t properly filtered. Types of Bot Traffic 1. Good Bots (Legitimate) Some bots actually help your website grow—such as search engine crawlers like Googlebot, SEO tools, and uptime monitoring services—which index your pages, improve your visibility in search results, and analyze site performance. 2. Bad Bots (Malicious or Spam) However, harmful bots are the real concern: scrapers, fake traffic generators, click bots, and vulnerability scanners can distort your GA4 data with fake sessions, slow down your site, and create SEO risks such as duplicate content and excessive crawling. Why Is There Bot Traffic? Bot traffic exists because the internet runs heavily on automation, so not every visit to your website comes from a real person. Some bots are essential—for example, search engine crawlers like Googlebot scan your pages, index your content, and update rankings, which is how your site appears in search results in the first place. At the same time, bots power large-scale automation. They can scan millions of pages in seconds, monitor website uptime 24/7, and collect data across the web for various tools and platforms—tasks that would be impossible for humans to handle manually. However, not all bots are beneficial. Some are built with malicious intent, such as scraping your content, spamming WordPress forms or comments, generating fake traffic to manipulate analytics, or testing your site for vulnerabilities. Bot traffic is unavoidable. Some of it helps your website grow, but a significant portion can distort your data and impact your business decisions if not properly managed. 🚨 Common Bot Traffic Signals 1) Very low engagement time (e.g. 0–2 seconds) 2) 0% engagement rate or extremely low 3) 100% bounce-like behavior (in GA4: not engaged sessions) 4) High sessions but no conversions or engagement events 5) Unusual spikes in traffic at odd hours (aka abnormal) 6) Strange geo locations (countries you don’t target) 7) Weird screen resolution / device categories How to Identify Bot Traffic in GA4 To spot bot traffic in Google Analytics 4, analyze behavior patterns—not just traffic volume. Bots don’t behave like real users, so when you focus on engagement metrics, the differences become obvious. Five (5) GA4 Metrics to Identify Bot Traffic 1. Engagement Rate Bots rarely interact with your site. They don’t scroll, click, or trigger meaningful events, which results in an unusually low engagement rate. If a page is getting traffic but almost no engagement, that’s a strong warning sign. 2. Average Engagement Time One of the clearest indicators. Bot sessions often show 0 seconds of engagement time because they don’t actually “read” or interact with your content. A sudden spike in traffic with near-zero engagement time is highly suspicious. 3. Sessions per user/ Engaged sessions per user Bot behavior can look unnatural here. Some bots generate multiple sessions from a single user in a short period, while others repeatedly appear as one-session-per-user with no variation. Both patterns are very different from real human browsing behavior. 4. Event Count Real users trigger multiple events such as scrolls, clicks, and interactions across pages. Bots, on the other hand, often trigger only basic events like page_view. If your traffic shows minimal or no event diversity, it’s likely not human. 5. Pages per Session Bots typically visit just one page and leave, resulting in very low pages per session. In contrast, real users usually explore more than one page, especially if your content is engaging or internally linked. How to Read These Signals One metric alone doesn’t confirm bot traffic. But when you see multiple signals combined—like: 1) Low engagement rate 2) 0-second engagement time 3) 1 page per session 4) No events 👉 That’s when you can confidently suspect bot activity. GA4’s cleaner data filtering steps: Option A: Clean Direct Traffic Conditions (Session scope): Session default channel group = Direct AND Engagement rate > 0 AND Avg engagement time > 10s AND Views ≥ 2 AND Conversions ≥ 0 (optional) 👉 This gives you:“Higher-quality Direct traffic” Option B: Bot Detection (inverse logic — stronger) Instead of filtering good traffic, define bad: Bot-like session:Avg engagement time < 1sAND Views = 1AND Event count = 1AND Conversions = 0 👉 Then:Exclude this segment from the analysis How to Filter & Prevent Bot Traffic (GA4, WordPress, Server Level) If we want cleaner data and more reliable insights, we need to understand one key thing: GA4 alone cannot stop bot traffic—it can only help you detect it. Real prevention happens before the data even reaches your analytics. 1. GA4 Level (Detection & Partial Data Filtering) In Google Analytics 4, your role is to identify and analyze suspicious traffic, not block it. Start by enabling the built-in setting “Exclude all hits from known bots and spiders” under Data Settings. This uses industry bot lists to remove some known crawlers, but it only scratches the surface. Many bots today are far more sophisticated and won’t be filtered by default. From there, use Explorations or Comparisons to spot suspicious patterns. For example, sessions with zero engagement time, only one page view, and no events are often strong indicators of bot activity. This helps you estimate how much of your traffic is actually low quality. You can also create audiences such as “low-quality traffic” by grouping users with very low engagement or no meaningful interaction. However, it’s important to understand that this does not remove bots from your data; it simply allows you to isolate and analyze them more effectively. In short, GA4 helps you see the problem, not solve it. 2. WordPress / Website Level (First Real Defense) Your first layer of actual protection starts at the website level. If you’re using WordPress, this is where you begin reducing bot traffic before it gets out of control. By installing security plugins
Bing Webmaster Tools Comprehensive Guide 2026 (The Most Underrated SEO Tool)
If you’re an SEO professional, chances are most of your time and attention go toward optimizing for Google’s search engine results pages (SERPs). After all, Google still dominates the global search market share. (But that doesn’t mean it’s the only search engine worth attention.) In this guide, we’ll walk you through Microsoft Bing Webmaster Tools and provide a brief overview of Bing SEO best practices. Understanding Bing Webmaster Tools Bing Webmaster Tools is Microsoft’s free SEO platform that helps website owners monitor and improve their site’s performance on Bing. It provides detailed insights into how Bing crawls, indexes, and ranks your web pages. You can use it to submit sitemaps, track keyword performance, identify technical SEO issues, and understand how your site appears in Bing search results. Think of it as a kind of “Bing Search Console.” Why Bing SEO? Assuming you already understand the fundamentals of SEO, the next question is: why should you care about Bing? While Google dominates search, Bing remains the second-largest desktop search engine globally, with over 9% market share. That may seem small — but in absolute numbers, it represents millions of searches every day. If you optimize exclusively for Google, you could miss out on a significant segment of high-intent traffic, especially from desktop users, enterprise environments, and Microsoft ecosystem users. In short, Bing SEO isn’t a replacement for Google SEO — it’s an opportunity to capture additional visibility with relatively less competition. How to Use Bing Webmaster Tools? In this section, I’ll walk you through the Bing Webmaster Tools (BWT) dashboard, key features, and how to use them effectively for SEO. 1) Home The Home dashboard gives you a quick overview of your website’s performance on Bing. It highlights key metrics like clicks, impressions, indexing status, and any critical issues that need attention. Think of it as your control panel — a snapshot of your site’s SEO performance before diving deeper into specific reports. 2) Search Performance The Search Performance report shows how your website performs in Bing search results. It provides data on clicks, impressions, click-through rate (CTR), and average position for your pages and keywords. You can filter by query, page, country, and device to identify ranking opportunities, optimize underperforming content, and uncover high-potential keywords. Bing Webmaster Tool AI Performance (Beta) 3) AI Performance (Beta) The AI Performance report is one of the newest features in Bing Webmaster Tools, currently marked as Beta. It provides insights into how your website performs in Bing’s AI-powered search experiences, including AI-generated answers, summaries, and Microsoft Copilot integrations. This report helps you understand your visibility across AI-driven results and Copilot-powered responses, enabling you to identify opportunities to optimize content for conversational and AI-enhanced search—an increasingly important area of SEO in 2026. Further Reading: AI Performance in Bing Webmaster Tools 4) URL Inspection The URL Inspection tool allows you to check how a specific page is crawled and indexed by Bing. It shows the page’s index status, last crawl date, detected issues, and whether it’s eligible to appear in search results. You can also use it to request indexing for new or updated pages, making it a critical tool for troubleshooting and speeding up content discovery. 5) Site Explorer The Site Explorer provides a structured view of how Bing sees and organizes your website. It displays your pages by directory, URL, and indexing status, helping you understand which pages are discovered and which are excluded. This tool is useful for identifying crawl gaps, orphan pages, and indexing issues across large websites. 6) Sitemaps The Sitemaps section allows you to submit and manage your XML sitemaps directly in Bing Webmaster Tools. Submitting a sitemap helps Bing discover, crawl, and index your important pages more efficiently. You can also monitor sitemap status, see how many URLs are indexed, and identify errors that may prevent proper indexing. 7) IndexNow IndexNow allows you to instantly notify Bing whenever you publish, update, or delete a page. Instead of waiting for search engines to crawl your site, you proactively push URL changes directly to Bing. This helps accelerate indexing, reduce crawl delays, and ensure your latest content appears in search results faster — especially useful for news sites, blogs, and frequently updated websites. 8) Backlinks The Backlinks report shows which websites are linking to your site and which pages receive the most inbound links. It helps you analyze your link profile, discover new referring domains, and identify your strongest authority pages. You can use this data to evaluate link-building efforts, spot toxic or suspicious links, and uncover partnership or outreach opportunities. Backlinks To Any Site One unique feature of BWT is “Backlinks To Any Site,” which allows you to analyze the backlink profile of any domain — not just your own. This is a capability that Google Search Console does not provide, making it a valuable competitive research tool for SEO professionals. 9) Keyword Research The Keyword Research tool helps you discover new keyword ideas based on real Bing search data. You can explore search volume, trends, related keywords, and filter results by country or language. This feature is useful for content planning, topic expansion, and identifying low-competition opportunities directly within Bing’s ecosystem — without relying on external tools. How BWT differs from GSC: BWT provides built-in keyword insights directly within the platform. In contrast, Google Search Console does not provide a dedicated keyword research tool — users must rely on Google Ads Keyword Planner for that functionality. 10) Recommendations The Recommendations section provides personalized SEO suggestions based on your website’s performance and Bing’s analysis. It highlights issues such as missing meta tags, indexing problems, crawl errors, and optimization opportunities. Think of it as an automated SEO checklist — helping you prioritize quick wins and technical improvements that can positively impact your visibility on Bing. 11) Site Scan The Site Scan feature allows you to run an on-demand audit of your website directly inside Bing Webmaster Tools. It crawls your site and identifies common technical SEO issues such as broken links, missing
Google Ranking Factors: Deep Dive into What Really Matters
Hummingbird, Panda, Pigeon, Penguin Google Ranking Factors Google’s search algorithms look at many factors and signals to determine the most relevant and useful results for any query, including relevance to user intent, content quality, and usability, with the weight of each factor varying depending on context. While Google does not publish an official list of ranking signals, numerous SEO studies and expert estimates suggest there are hundreds of ranking factors, each carrying different levels of influence in the algorithm’s overall assessment. For decades, Google representatives such as John Mueller have consistently advised that SEO should focus on creating valuable, user-centric content and maintaining technically sound websites, rather than attempting to optimize for specific or presumed ranking metrics, as the exact mix and weighting of signals are not publicly disclosed. Foreword: This article is largely based on my personal experience in the field of SEO (White-Hat sect) and digital marketing, with references from various expert sources. This Google ranking factors article is divided into four main sections: Part I: 11 Direct ranking factorsPart II: 15 Indirect ranking factorsPart III: 5 SEO rumorsPart IV: 10 What hurts your SEO (what to refrain from) Part I: Direct Ranking Factors Direct Ranking Factors / Ranking Signals Here are the top 10 direct ranking factors (TL;DR): Content quality Search intent alignment Backlinks Domain strength Keyword placement and coverage Topical authority Technical SEO (indexing, crawlability, mobile-friendliness) User signals Brand signals Site security Geo-location 1. Content Quality (Aligned with E-E-A-T) The old saying “content is king” still holds, but it’s important to understand Google’s ultimate goal: to serve search users the most accurate, reliable, and trustworthy content and websites. As a result, content quality remains the most important SEO factor. Google prioritizes pages that provide high-quality, informative, and relevant content that genuinely satisfies user intent. E-E-A-T (Expertise, Experience, Authoritativeness, and Trustworthiness) is especially important for website content that falls under Google’s YMYL (Your Money or Your Life) categories, such as financial, health, legal, and drug-related topics. Google applies stricter content quality standards to Your Money or Your Life (YMYL) topics. Related reading: SEO case studies: Cointelegraph 2. Search Intent Alignment Keyword and content relevance must align with the searcher’s intent. Generally, there are four types of search intent: informational, navigational, commercial, and transactional. Whether Google displays your content in search results depends largely on how well your page satisfies the underlying intent of the query, not just on keyword usage. 3. Backlinks Backlinks remain an important ranking factor in SEO, but quality matters far more than quantity. Not all backlinks are equal — a single high-quality backlink can be more valuable than dozens of low-quality ones. Further reading: How to get backlinks, off-page SEO strategy High-quality backlinks signal credibility and act as strong votes of trust: High-quality backlinks are evaluated based on several factors, including the number of referring domains and IP diversity, link relevance, and the overall health of your backlink profile. Strong backlinks typically come from authoritative websites with real organic traffic, credible AI citations, and clear industry relevance. Diverse anchor text: Backlinks act as votes of confidence from other websites. The more high-quality, relevant backlinks you earn, the stronger your site’s ranking potential becomes. Anchor text diversity is also important — while keyword-rich anchor text can help, it must be used naturally to avoid spam signals. Relevancy: Relevance plays a critical role in link value. Links from pages ranking in the same SERP for a target keyword often pass more ranking value because they are highly contextually relevant. Additionally, link placement matters: links embedded in a page’s main content generally carry more weight than those in footers or sidebars. Finally, backlinks from topically relevant domains and authority websites pass significantly more value than links from unrelated or low-authority sites. Both domain-level relevance and page-level relevance contribute to how much ranking power a backlink provides. 4. Domain Strength Domain strength, referred to as Domain Rating (DR) by Ahrefs and Domain Authority (DA) by Semrush and Moz, is a score that typically ranges from 0 to 100. This metric reflects the overall strength of a domain’s backlink profile and is therefore closely correlated with backlinks. While a website with lower domain strength can outrank a higher-authority site—especially when content relevance and search intent are strong—in many cases, the top 20 results in the SERPs tend to have moderate to strong domain strength. Page Authority: Page authority is similar to domain authority, but instead of measuring the strength of an entire website, it evaluates the ranking potential of an individual page or post. This metric is largely influenced by the page’s backlink profile, making it closely correlated with the quantity and quality of links pointing to that specific page. Domain History: Domains with frequent ownership changes or long periods of inactivity may have their historical signals reset by Google, reducing the value of existing backlinks. In some cases, penalties associated with a domain can also carry over to new owners. 5. Keyword Placement & Coverage Strategic keyword usage across key on-page elements is an essential part of SEO. This includes placement in the URL, H1, H2, and H3 headings, meta title (page title), meta description, opening paragraph (first 100 words), image alt text, and the concluding paragraph. Using relevant keywords naturally throughout your content helps search engines understand what your page is about. While some elements — such as the meta description — have a limited direct impact on rankings, they strongly influence click-through rate (CTR), which is itself an important engagement signal that can indirectly affect search performance. Avoid: Over-Optimization: Avoid over-optimization, especially keyword stuffing. This includes practices such as repeating keywords excessively, stuffing keywords into header tags, and overusing keyword variations unnaturally. These can harm content quality and may lead to ranking suppression or algorithmic penalties. 6. Topical Authority Topical Authority: Subtopic Coverage (Comprehensiveness) Topical authority refers to how well a website or page covers a subject area in depth. By comprehensively addressing related subtopics, supporting concepts, and common user questions, a page signals strong subject-matter expertise to
What Happened to Cointelegraph’s Google SEO? An Organic Traffic Plummet Case Study
This article is an SEO case study analyzing the potential causes of a Google manual penalty (estimated at 80%) and algorithmic changes (estimated at 20%) affecting the Cointelegraph website. What Happened to Cointelegraph on Google? In August 2025, the Cointelegraph website appeared to be deindexed by Google, resulting in a significant loss of organic traffic and ranking for keywords. At the time of writing, even searches for its branded term, “Cointelegraph,” show limited or no visibility for the official website in Google’s search results. Instead of the official domain, search results primarily surface Cointelegraph’s social media channels and third-party publications such as CoinDesk, indicating a severe loss of brand-level search visibility. Based on industry observations, Cointelegraph has been alleged to have violated Google’s Site Reputation Abuse policy, which may have contributed to the deindexing and subsequent traffic decline. Impact on Cointelegraph From over 4 million monthly organic visits to approximately 75,000, one of the largest and most established crypto news sites experienced a significant decline in Google organic traffic. Using online SEO tools such as Semrush, Ahrefs, and SimilarWeb to analyze organic traffic and keyword rankings, we can clearly observe a sharp decline in both traffic and ranked keywords starting in August 2025. Cointelegraph traffic data from Ahrefs (Jan 2026) SEO & GEO Note: As shown by Ahrefs’ AI Citations data, Cointelegraph’s deindexing from Google’s search results has also significantly affected its AI citation visibility. This suggests that traditional SEO fundamentals remain the foundation for GEO or AI SEO, regardless of how these concepts are labeled. Cointelegraph traffic data from Semrush (Jan 2026) Before we dive into the potential root causes and allegations or inferences drawn from multiple sources, let’s first take a brief look at what Cointelegraph is and how its business Cointelegraph’s business and its role in the Crypto, Blockchain, and Web3 industry Cointelegraph is one of the most established digital media platforms in the cryptocurrency, blockchain, and Web3 niche. Founded in 2013, it serves as a global news source covering market developments, technological innovation, regulation, and adoption across the crypto ecosystem. Beyond news reporting, Cointelegraph plays a broader role in shaping industry narratives, educating both retail and institutional audiences, and acting as a key information bridge between Web3 builders, investors, and the general public. Potential Root Causes & Allegations June 2025: Cointelegraph launched casino, iGaming, and crypto betting directory sections. From a revenue perspective, expanding into high-commission verticals is understandable. July–August 2025: These sections were populated with low-quality content linking to little-known gambling websites, some of which appeared to have little or no domain authority. The site also published articles related to casino reviews, betting, and gambling platforms, including content such as “Best Casino Apps in 2025” and “Top US Casino Apps.” September 2025: Google rolled out a Spam Update that explicitly targeted scaled content and site reputation abuse. One of the stated principles of this update was that publishers should not leverage established authority to promote low-quality or highly commercial content that is not a genuine part of their editorial purpose. Google Manual Penalty? October 2025: Cointelegraph’s search visibility began to decline sharply, accompanied by a significant drop in organic traffic. The official domain showed limited visibility in Google search results, including for branded queries. This pattern suggests the possible impact of both a manual action and algorithmic adjustments. Post-update impact: Ahrefs and Semrush data show a sharp decline in Cointelegraph’s organic traffic following the Spam Update. Aftermath: Cointelegraph appears to have initiated a cleanup process. The /casino, /crypto-betting, and /igaming directories were removed and redirected to the homepage, based on archival records from the Internet Archive’s Wayback Machine. Conclusion: What SEO Professionals can learn from this case study This case study offers an important lesson for the crypto niche, particularly for trusted brands and high-authority websites that attempt to leverage their credibility in unrelated or high-risk sectors. The Cointelegraph case illustrates how even well-established media outlets can become vulnerable when editorial direction drifts away from core expertise. A sharp drop in search visibility does not necessarily mean a complete shutdown. Cointelegraph remains an active brand; however, its presence in Google’s organic search results, especially for broad queries, has been significantly reduced. Lesson #1: Stay omnichannel The case also highlights the importance of an omnichannel strategy. As organic search visibility declines, users increasingly engage with Cointelegraph through direct visits, social media platforms (such as X, LinkedIn, and Instagram), mobile applications, and newsletters. Brands must recognize that reliance on a single traffic channel introduces platform-specific risks. Lesson #2: YMYL Reminder For YMYL (Your Money or Your Life) niches, such as finance (including crypto), legal, health, pharmaceuticals, and medicine, content quality standards are especially strict. SEO practitioners must be cautious with wording and avoid misleading claims, exaggeration, over-promotion, low-quality content, and spam-like practices. Lesson #3: Play by its rules Ultimately, one of Google’s core principles is to provide users with the most trustworthy and helpful content. Aligning with this principle is essential. For SEO specialists and content writers whose businesses depend heavily on organic search, this case serves as a clear reminder: if your business relies on Google, it is critical to operate within its guidelines. FAQ(s): What is YMYL (Your Money or Your Life)? YMYL refers to content that can directly impact a person’s financial stability, health, safety, or well-being. Because mistakes in these areas can cause real-world harm, Google applies much stricter quality and trust standards to YMYL pages. Common YMYL categories include: 💰 Finance & investments (including crypto) ⚖️ Legal advice 🏥 Health, medical, and drug-related topics 🏦 Banking, loans, and insurance 📰 Major news and public safety information Why it matters for SEO: YMYL content must demonstrate high accuracy, expertise, and trustworthiness. Low-quality, misleading, or overly promotional content in these niches is more likely to be penalized or lose visibility in search results. What is Site Reputation Abuse? Site reputation abuse occurs when third-party content is published on a website primarily to take advantage of the host site’s established authority and ranking signals.
How to Optimize Website Speed for Better UX and Core Web Vitals
Site Speed Optimization Checklist Why site speed is important? Website speed is important because it is a confirmed SEO ranking factor, directly affecting how well your pages perform in search results. Faster websites also deliver a better user experience, appear more professional and trustworthy, and lead to higher conversion rates, especially for e-commerce sites where even small delays can impact sales. Further reading: What are Core Web Vitals? How (For SEOs) Image Optimization: One of the common reasons for a slow website is large, uncompressed image files. To improve site speed, it’s recommended to keep image file sizes under 150KB while maintaining dimensions between 1200px and 1920px, which provides a good balance between quality and performance. This range helps optimize page load speed while also improving image SEO, increasing the chances of your images ranking in Google Image Search. Method 1: Compress Compress your images using tools like Imagify, TinyPNG, or ShortPixel before uploading them to your website to reduce file size and improve loading speed. Choosing the right image format also plays a key role. Modern formats such as WebP offer faster load times and smaller file sizes without significantly compromising image quality. Other notable tools/ plugins: WP Optimize, Kraken .io, ImageOptim Method 2: Lazy Loading Lazy loading defers the loading of offscreen images, those not immediately visible on the screen, so the browser can prioritize above-the-fold content. Images are loaded only when they are about to come into view as the user scrolls. This approach significantly improves page load speed, especially on mobile devices with slower connections, while also saving server resources and user bandwidth. Notable tools/ plugins: Lazy Loader, Smush Example: <img src=”image.webp” alt=”Example image” loading=”lazy”> Lazy loading helps improve Largest Contentful Paint (LCP) and Speed Index by reducing the amount of content that loads during the initial render. Video Optimization: For pages or posts that include videos, enable lazy loading for the video so videos load only when users scroll to them, improving initial page load speed. Use preloading selectively for important videos to ensure smoother playback without slowing down the entire page. Avoid hosting large video files locally, as they can strain server resources and negatively impact performance. Instead, use optimized video platforms like YouTube or Vimeo, which handle compression, streaming, and delivery more efficiently for a better user experience. Method 3: Caching Caching is a technique that stores website data temporarily so it can be loaded faster on future visits instead of being fetched from scratch each time. Browser caching: Browser Caching allows files such as images, CSS, and JavaScript to be stored in a user’s browser. This means returning visitors experience faster load times because fewer resources need to be downloaded again. Server-Side caching: Server-Side Caching stores static files and pre-generated page content on the server. Instead of processing a new request for every visit or page refresh, the server delivers cached files to users, reducing server load and significantly improving page speed. Caching tools: For WordPress sites, popular caching plugins such as WP Rocket, WP Fastest Cache, LiteSpeed Cache, and W3 Total Cache can help efficiently manage and optimize website caching. Method 4: Website Backend Housekeeping Perform backend housekeeping at least once a year to maintain optimal website performance. For WordPress sites, this includes reviewing plugins, themes, the WordPress core version, and the PHP version to ensure everything is up to date. Avoid installing too many plugins or themes keep only what’s necessary, remove plugins with overlapping functions, aim for fewer than 20 plugins, and keep no more than two themes. Deactivating plugins is not enough, as unused plugins can still consume resources or trigger background processes such as admin-ajax.php. To fully optimize performance, completely uninstall and delete plugins you no longer use from the WordPress dashboard. Advertising Billboard: (How) Developer’s roles The optimization methods below involve more technical development skills. If you’re not familiar with coding or website development, you will likely need support from a developer. As an SEO, you may also need assistance from a developer or your web hosting provider to implement these methods correctly. Method 5: Web Hosting / Server Choose a reliable hosting plan or upgrade your current hosting to improve server speed and reduce latency. Avoid shared hosting, where multiple websites compete for the same server resources, as this often leads to slower load times. Instead, opt for higher-performance options such as dedicated hosting or cloud hosting, which provide better server response times and more consistent performance. Investing in quality hosting is a foundational step that improves overall site speed and user experience. Method 6: Use Content Delivery Network (CDN) Use a Content Delivery Network (CDN) to distribute your website’s static resources across multiple geographically distributed servers. A CDN reduces latency by serving content from the server closest to the user, significantly improving page load speed—especially for WordPress sites with global visitors. Many hosting providers offer built-in CDN support, and popular CDN services like Cloudflare and Akamai cache and deliver content efficiently to reduce server load and external HTTP requests. Method 7: Reduce CSS and JavaScript (Minify) CSS and JavaScript are essential for website design and functionality, but unoptimized files can significantly slow down your site. Minifying these files—by removing unnecessary spaces, comments, and line breaks—reduces file size and helps them load faster. You can minify code using tools like Toptal CSS Minifier, Toptal JavaScript Minifier, or Minify, and further improve performance by using lightweight, well-optimized libraries. For WordPress sites, minification is easy to implement with plugins such as WP Rocket, Hummingbird, LiteSpeed Cache, W3 Total Cache, or Fast Velocity Minify, which can minify HTML, CSS, and JavaScript with minimal setup. Method 8: Reduce render-blocking CSS/ JS Eliminate render-blocking resources by identifying CSS and JavaScript files that delay page rendering. Remove non-essential resources, inline critical CSS, and defer or delay non-critical CSS and JavaScript so the browser can render visible content faster. 11 site speed tips Other website speed optimization tips: 1) Avoid unnecessary redirects (redirect chain & redirect loops) Redirect Chain Image source: Backlinko’s Redirects
Understanding Core Web Vitals Using PageSpeed Insights (2026 Guide)
What are Core Web Vitals? Core Web Vitals are a set of performance metrics defined by Google to measure real-world user experience on a website. They focus on three key aspects: loading performance (Largest Contentful Paint), interactivity (Interaction to Next Paint), and visual stability (Cumulative Layout Shift). Together, these metrics help Google evaluate how fast, responsive, and stable a page feels to users. Core Web Vitals are also part of Google’s page experience signals and can influence search visibility. Further Reading: How to optimize for website speed | Site speed checklist Advertising Billboard: Why Core Web Vitals Matter in SEO Core Web Vitals matter in Search Engine Optimization because they measure real user experience, including loading speed, responsiveness, and visual stability—factors Google uses to evaluate page quality. Site speed is a confirmed SEO ranking factor, and strong Core Web Vitals scores help improve rankings, engagement, and overall search performance. What is Google PageSpeed Insights? Google PageSpeed Insights is a free tool that analyzes a webpage’s performance across mobile and desktop devices. It reports Core Web Vitals using both real-user data (field data) and lab-based performance tests. The tool also provides actionable recommendations, such as reducing render-blocking resources or improving image delivery. PageSpeed Insights is commonly used by developers and SEO teams to diagnose and improve website speed and user experience. What PageSpeed Insights Score tell you? Google PageSpeed Insights evaluates your page across the following categories: Performance: A weighted score based on metrics such as First Contentful Paint (FCP), Speed Index, Total Blocking Time (TBT), Largest Contentful Paint (LCP), and Cumulative Layout Shift (CLS), reflecting overall speed and loading efficiency. Accessibility: Assesses how usable your site is for all users, including navigation, image alt text, and color contrast for visual accessibility. Best Practices: Measures adherence to modern web development standards, including secure connections, optimized and up-to-date code, and effective JavaScript usage. SEO (Search Engine Optimization): Evaluates how well your page is optimized for search engines, covering metadata, structured data, and mobile-friendliness. Advertising Billboard: Core Web Vitals Metrics Explained: In this section, we’ll explain the meaning of each Core Web Vitals metric in simple terms, provide easy-to-understand examples, and show how to optimize them. 1) Largest Contentful Paint (LCP) – visual load speed Largest Contentful Paint (LCP) measures the time taken for the largest element on the page (usually an image or video) to become visible to users on a page. How to optimize LCP: Images: Resize image dimensions, reduce file size with compression, and use modern formats like WebP. Videos: Compress video files using tools like HandBrake to reduce load time without sacrificing quality. 2) Interaction to Next Paint (INP) – interactivity, responsiveness Interaction to Next Paint (INP) measures how quickly a webpage responds visually after a user interaction, such as clicking a button or tapping a link. 3) Cumulative Layout Shift (CLS) – visual stability Cumulative Layout Shift (CLS) measures how much visible elements on a page unexpectedly move after the page starts loading, which can lead to a poor user experience. Common causes of CLS: Common causes of CLS include dynamically injected content such as ads, embeds, and iframes, as well as images or videos missing defined height and width attributes. Fonts can also impact CLS because web fonts must be downloaded before they are displayed, which may cause text to shift. To reduce CLS, it’s safest to use system fonts like Arial, Times New Roman, Helvetica, or Verdana, or limit web font usage by choosing a single font for headings or special sections only. 4) First Contentful Paint (FCP) First Contentful Paint (FCP) measures how long it takes for the first visible content—such as text, an image, or an icon—to appear on the screen when a page starts loading. Poor FCP is commonly caused by heavy themes, excessive or poorly optimized plugins, and page elements that block rendering, such as large scripts or unoptimized stylesheets. 5) First Input Delay (FID) First Input Delay (FID) measures the time it takes for a webpage to respond to a user’s first interaction, such as clicking a button or tapping a link, after the page begins loading. 6) Time to First Byte (TTFB) Time to First Byte (TTFB) measures how long it takes for the browser to receive the first byte of data from the server after a request is made, reflecting server response speed and backend performance. 7) Total Blocking Time (TBT) Total Blocking Time (TBT) measures the amount of time a page is blocked from responding to user interactions due to long-running JavaScript tasks during loading. To reduce blocking time, minify JavaScript files and defer or delay JavaScript execution so the browser can become interactive faster. 8) Speed Index Speed Index measures how quickly the visible, above-the-fold content of a webpage is displayed during page load. Frequently Asked Questions (FAQs) Other Site Speed Checking tools: Google PageSpeed Insights is usually sufficient for most performance analysis. However, there are other popular alternatives you can use for additional insights, such as GTmetrix and Pingdom. Should I just optimize for homepage or all pages on ur website? Focus on optimizing the most important pages on your site, such as the homepage, product or service pages, and pages that drive the most traffic or rank for many keywords, rather than trying to optimize every page at once. What are HTTP requests? HTTP requests are calls made by the browser to load page resources such as HTML, CSS, JavaScript, images, and fonts from a server. HTTP/1 vs HTTP/2: What’s the difference? HTTP/1 loads files one at a time, while HTTP/2 can load multiple resources simultaneously, making pages faster and more efficient. Raw HTML vs Rendered HTML: What’s the difference? Raw HTML is the original code sent by the server, while rendered HTML is the final page after JavaScript runs and the browser builds what users actually see. What is JavaScript & CSS? JavaScript is a programming language that adds interactivity and dynamic behavior to websites, such as animations, forms, and user actions. CSS
Traditional SEO vs GEO: The differences and the overlapping
What is the difference between SEO and GEO? SEO focuses on ranking in traditional search engines, such as Google. In contrast, GEO (Generative Engine Optimization) focuses on making your content discoverable, understandable, and citable by AI systems like ChatGPT, Gemini, Perplexity, and DeepSeek. Foreword: Much of what we “know” about GEO is still based on educated guesses. It’s early days, and there’s plenty left to uncover. The good news is, if you’ve been doing traditional SEO for years, you’re already most of the way there. The fundamentals remain the same. The foundation of GEO, LLMO, or AI SEO (whatever it’s called) remains approximately 80% based on traditional SEO practices — including optimizing website content, enhancing site performance (Core Web Vitals and speed), and establishing a robust link profile, along with securing brand mentions across Google and Bing. Why GEO Getting More Attention? AI chatbots are increasingly reshaping how people search online, offering less friction and more natural, conversational interactions. As users shift from traditional search engines to AI-generated answers, Generative Engine Optimization (GEO) is becoming critical for publishers, brands, and marketers. Search marketing has evolved beyond traditional SERP rankings to focus on AI citations, AI mentions, and AI-driven visibility. To stay visible in this new digital landscape, businesses must create content that large language models (LLMs) can easily retrieve, trust, and cite in their responses. What Makes GEO Different from Traditional SEO? Below are key differences based on my personal perspective: 1. Objective(s) SEO focuses on ranking in traditional SERPs, driving users directly to your website through search engines. GEO focuses on ensuring your brand is represented in AI-generated responses, making it part of the conversation within AI answers. SEO emphasizes keywords, backlinks, and page optimization with the goal of ranking. GEO aims to be cited AI-generated answers 2. Ranking Signals SEO considers 100+ ranking signals, which predominantly include high-quality and relevant backlinks in your business niche. GEO relies more on content structure, authority citations, and mentions. In traditional SEO, your authority and rankings depend heavily on the quality of your backlink profile. In AI optimization, where your brand is cited across the web matters more than just the links themselves. 3. Authority In SEO, dofollow backlinks are an important ranking signal. In GEO, mentions and citations by authoritative industry sources carry more weight. Visibility depends on how trusted third parties in your niche reference you. In traditional SEO, backlinks work like votes of trust for your website. In AI search, public relations and brand mentions work in a similar way. The more people talk about your brand online, the more AI systems notice and trust you. 4. KPI Measurement SEO typically tracks organic search in GA4. GEO leans toward referral traffic in GA4 and citations as success indicators. 5. Keyword Research SEO keyword research is based on search volume, keyword difficulty, and intent. GEO keyword research involves reverse-engineering AI queries and analyzing how LLMs surface content. Backlinks vs Brand Mention In traditional SEO, backlinks (hyperlinks from other domains) are a key ranking signal. In GEO, however, unlinked brand mentions are becoming just as important. Even without a hyperlink, AI systems may treat casual mentions of your brand across the web as valuable signals, boosting your chances of being cited in AI-generated results. Keywords Ranking vs Prompt Monitoring Prompt Monitoring vs SERP Rank Tracking Instead of tracking keyword rankings on search results pages, you’re now tracking brand mentions and sentiment within conversational AI responses. Prompt Monitoring is becoming increasingly important as more users rely on LLMs, because it offers another way to understand how users discover your brand. Diverse citation source Note that the sources cited by LLMs can shift and change over time, so the results you see today may not be the same tomorrow. Further reading: The Most-Cited Domains in AI: A 3-Month Study Image Source: Semrush Refer to Semrush’s study Unlike traditional SEO, which relies heavily on relevant and local backlinks, large language models pull citations and mentions from a far more diverse set of sources. Studies show that platforms like Reddit (40%), Wikipedia (26%), YouTube (23%), and even Google (23%) play a major role, along with review sites like Yelp and TripAdvisor. This means visibility today depends not just on backlinks, but on being present and credible across multiple content types and platforms where AI actively gathers information. GEO Tools GEO Toolkits Starter Pack Google Analytics (GA4) Free and versatile. In traditional SEO, you track organic search traffic. In GEO, you also focus on referral traffic coming from AI-driven sources. Google Search Console (GSC) Essential for monitoring indexing, coverage, and visibility. Still important for GEO since your content needs to be crawled, indexed, and retrievable by AI systems. Bing Webmaster Tools Similar to GSC but for Bing. Valuable because Microsoft integrates AI heavily into Bing Chat and Copilot. Log File Analyzer Helps you understand whether AI crawlers (like GPTBot, ClaudeBot, PerplexityBot) are accessing your site. e.g., Screaming Frog, Botify Schema Markup Generators Useful for structuring content so AI can parse and cite it more easily. E.g., Schema Markup Tool, RankMath, Yoast Brand Mention Tracking Tools GEO favors brand mentions (linked or unlinked), monitoring them is important. E.g., Brand24, Google Alerts, Ahrefs Alert Otterly AI – Prompt-Specific GEO Tracking. Otterly helps track your brand’s visibility in AI search platforms like ChatGPT, Perplexity, and Google’s AI Overviews. It shows which prompts surface your content, monitors the exact queries users ask, and detects when AI platforms cite your pages. Review Platforms & Aggregators (e.g., Trustpilot, G2, Capterra) Collect and showcase reviews — AI models often use these as trusted data sources. AI Citation Tracking Tools LLMRefs Semrush AI Search Visibility Checker (Free) Semrush AI SEO Toolkit (Paid) Ahrefs AI Citation (Paid) How to Choose a Generative Engine Optimization Tool? Choose a tool that fits your goals—whether that’s attracting more traffic from LLMs or strengthening brand presence. The best tools do more than just track AI visibility; they help you take action. Look for features like: Actionable insights: Sentiment analysis, share of voice, competitor benchmarking, and identifying missed opportunities. Optimization
Content Types That LLMs Actually Love | GEO Part 2
These are the types of content you should consider for GEO and LLMs. SEO Experts say LLMs like ChatGPT, Gemini, and Perplexity favor content such as problem-solving guides, listicles, comparisons, alternatives, decision-making aids, FAQs, case studies, research with statistics, testimonials, and pricing. The goal is to create content that AI systems can easily find, understand, and cite — so they recommend your business in generative search results. Problem-Solving / Solution-Provider Blog Posts Create at least 10+ blog posts that position your business as the best solution for different customer needs and scenarios. These posts act as “spoon-feeding” signals for AI, making it easy for generative engines to recognize your business, product, or service as the top choice. Examples of queries to target: Who’s the best artificial turf installer in Kuala Lumpur? Who’s the best logo designer for F&B businesses? What’s the best nanny placement service for working parents? Who’s the best pest control service provider for getting rid of ants in Singapore? Content structure tips: Use each question as the headline (H1, H2, or H3). Provide a conversational, straightforward answer—short and clear, no fluff. Highlight your features and benefits. Include real testimonials or case studies for credibility. Listicle Content E.g. Top 10, Best 5, Six reason to buy from and etc Create a “Top Reasons” listicle that highlights why customers should choose your business for the service you offer. Include: Your key features The benefits customers get Your pricing and value proposition Any unique offerings that set you apart in your category This format makes it easy for both users and AI crawlers to quickly understand why your business is the best choice. Comparison Content E.g. Entity A vs Entity B/ X vs Y vs Z AI platforms thrive on comparison content because users constantly ask them to weigh options like “Slack vs Microsoft Teams” or “HubSpot vs Salesforce.” Generic blogs or overly promotional posts won’t cut it — AI needs detailed, structured comparisons, often in tables or feature breakdowns. To capture visibility, create comprehensive comparison pages (e.g., “Asana vs Monday vs ClickUp for Creative Teams”) that directly address these high-demand queries. Comparison Table RankMath has a pricing comparison table on one of its pages with its direct competitors. Include a full comparison table between your business and 3–5 competitors. Highlight differences in features, benefits, pricing, and unique value. This structured format not only helps customers make informed decisions but also makes it easier for AI systems to cite your business in generative answers. Direct Answer Structure your content for direct answers. AI and LLMs prioritize clear, straightforward responses with minimal filler. Write standalone sections that fully answer a question without relying on other parts of the page for context. Use question-based headings such as “How to Reduce Website Loading Time?” instead of vague titles like “Performance Tips.” Then answer the question immediately. For example: “You can reduce website loading time by optimizing images, enabling compression, and choosing faster hosting.” After that, you can expand with additional details. Keep the content updated Regularly updating your content is a traditional SEO technique that may be even more important for AI search visibility. We could see this when you conduct a search that triggers an AI Overview; even evergreen topics often highlight recent content. The ideal update frequency is twice a year, or at least once a year. Authoritative Large language models (LLMs) assess credibility using more refined criteria than traditional search. When deciding which sources to cite, they often prioritize: Clear authorship: Pages written by identifiable experts or individuals with a relevant background Original Content: Original research, personal insights, or authoritative explanations. Clean Structure: Well-structured HTML, logical headings, and easy-to-navigate content. Reputable referring domains: Strong backlink profile and recognition across trusted, niche-specific websites. Top ways to ensure your content performs well in Google’s AI experiences on Search Content that is related and helpful to decision making Content that supports decision-making includes pieces like “Brand X Alternatives,” “Top X Lists,” Popular roundup articles, and Guides on “common mistakes to avoid”. These formats help users quickly compare options, discover trusted recommendations, and make more confident choices, all of which also increase the chances of being cited by AI platforms. For Page(s) Consider Adding These Pages (Not Posts): FAQ Page Create a dedicated FAQ page that answers as many common questions as possible. This makes it easy for both users and AI systems to find clear, structured answers. Frame headers as questions (e.g., “What is the best AI SEO strategy?”) and provide a clear answer upfront before expanding with details. Add an FAQ schema to make your content easier for AI to parse. Case Studies Page Showcase real examples of how your customers benefited after choosing your brand. Case studies demonstrate proof of value and help potential buyers see themselves in similar success stories. Case study–style content works well for posts, too. Use real examples and data to demonstrate EEAT. Testimonials Page Build trust by collecting authentic feedback from real users. Pull testimonials from Google Reviews, social media, Yelp, Trustpilot, and other review platforms, then display them in a centralized page. Showcase Industry Certifications and Awards Create a dedicated page, or highlight them on your homepage or About page, to showcase any relevant certifications or awards your brand has received. Pricing Page Provide transparent pricing information. Not only does this improve user trust, but it also helps AI crawlers surface your brand in budget-based queries (e.g., “Suggest 10 solar panel installers under $2,000”). RankMath Pricing Page Tips for writing content that AI and LLMs love: Be direct and concise when answering question-based queries — provide the immediate answer upfront. Use a conversational tone to make content more natural and engaging. Structure your headings properly (H1, H2, H3) with clean HTML for better readability and indexing. Include a TL;DR or key takeaways section to give readers (and AI) a quick summary. Audit your brand’s presence on AI-driven platforms. For example, you may ask ChatGPT: “What can you tell me about [Brand/Website]?” “What does [Brand/Website] do?” Build credibility
What Is GEO? Generative Engine Optimization | SEO in AI & LLMs
Define Generative Engine Optimization (GEO) Generative Engine Optimization (GEO) is the practice and process of optimizing your content, brand, and digital presence to be retrieved, cited, and recommended by generative AI systems, such as Google AI Overviews, Bing Copilot, Perplexity AI, Claude, ChatGPT, DeepSeek, and other LLM-powered search engines. Foreword: You might have come across terms like LLMO, AI Search Optimization (AIO), AEO, or ChatGPT SEO. With the emergence of numerous new buzzwords in the AI era, it can become confusing. In this article, I’ll stick with GEO (Generative Engine Optimization), since it’s the term most industry experts use, and it helps keep things simple and consistent. Side Note: GEO is “generative engine optimization”, LLMO is “large language model optimization”, and AEO is “answer engine optimization”. Three names for the same idea. Traditional SEO Search Engine Optimization (SEO) is the practice of improving a website’s content, structure, and authority to increase its visibility and ranking on traditional search engine results pages (SERPs), such as Google or Bing. Unlike traditional SEO, which focuses on ranking in search engine results pages (SERPs), GEO ensures your information is structured, trustworthy, and AI-friendly so that large language models can easily find, interpret, and surface it in their answers. Answer Engine Optimization (AEO) Answer Engine Optimization (AEO) is the practice of structuring content — using schema markup, FAQs, and conversational formats, so AI systems can easily crawl, understand, and extract precise answers. The focus is on clarity, accuracy, and instant response delivery, often optimized for featured snippets and similar answer boxes. Meanwhile, an Answer Engine is an AI-powered technology that delivers direct answers to user queries, rather than just a list of clickable blue links. Its goal is to understand the intent behind a question and provide the exact information in a clear, accessible format. SEO is dead? Many people think traditional SEO is becoming obsolete due to AI search, especially with the rise of zero-click searches. To address this concern, I’ve compiled 20 GEO strategies and best practices from leading industry experts such as Semrush, Ahrefs, Neil Patel, Nathan Gotch, Search Engine Journal, and RankMath. 20 GEO strategies, tactics and best practices How to Optimize Search for LLMs 1. Get listed on trusted sources/ sites To improve your brand’s visibility in generative search results (Google AI Overviews, Gemini, Perplexity, ChatGPT answers), make sure your business is consistently listed and verified across trusted data sources: Google Business Profile Google Map Bing Places Apple Maps Yelp/ Yellow Pages LinkedIn Company Page Crunchbase PudMed (for scientific/ medical content) Wikipedia/ Wikidata Tripadvisor Mapbox/ OpenStreetMap These platforms serve as authoritative reference points. LLMs frequently pull data and entity information from them when generating answers. Having accurate and consistent listings not only boosts Local SEO but also increases your chances of being cited as a trusted source in AI-driven responses. 2. Participate in Social Discussions and Industry Forums RankMath SEO suggests that Reddit (≈80%) and Quora (≈12%) have some influence on the content Google selects for its AI Overview results. These platforms provide user-generated discussions that generative engines often treat as authentic, community-driven insights. SEO expert Nathan Gotch advises prioritizing the optimization of all Google-owned properties, such as Google Business Profile (GBP), YouTube, and other Google platforms, as Google naturally favors its own ecosystem. Afterward, expand into social forums like Reddit, which Google AI Overview may also pull from. In short: own as much Google real estate as possible, then diversify into influential social platforms where conversations are shaping generative search outputs. 3. AI Keyword Research Traditional SEO relies on marketing intelligence tools (e.g., SEMrush, Ahrefs, Similarweb) that reveal search volume, keyword difficulty, and user intent. These insights help marketers understand what people are typing into search engines. However, generative AI platforms such as ChatGPT, Gemini, and Perplexity do not disclose query data or keyword volumes. This creates a gap for SEO professionals. To adapt, marketers can use reverse-engineering methods — for example: Analyzing AI-generated answers to see which topics and entities are consistently referenced. Tracking citations and sources in tools like Perplexity. Monitoring Google AI Overviews for recurring queries and phrasing. Click here for a complete guide to keyword research, covering both traditional SEO and AI-driven methods. 4. Create an llms.txt file A simple, human- and machine-readable text file placed at the root of your domain (e.g., https://example.com/llms.txt). It declares your preferences for how LLMs and answer engines may use, cite, and discover your content (e.g., preferred citation name/URL, licensing, important pages). It’s not an official standard and is not enforceable by itself. For actual allow/deny control, you still use robots.txt 5. Be everywhere (omnichannel marketing) Maintain a presence on GBP, Bing Places, LinkedIn Company Page, all relevant social profiles (Facebook, Instagram, Twitter, TikTok, Discord, etc), and owned YouTube channel. 6. Third-party validation Participate in interviews, podcasts, videos, research papers, and collaborations with influencers or KOLs. Look at both “what others say about you” and “what you say about yourself”. 7. Get listed in relevant directories Add your business to Yelp, BBB, the Chamber of Commerce, or whatever makes sense for your industry. 8. Be authoritative sources Build authority through partnerships and mentions: Contribute to trusted websites in your niche, collaborate with high-Domain Rating sites on listicles and comparison content, and secure guest features or mentions in authoritative articles. Engage in strategic Public Relations by earning high-quality mentions in reputable publications to build topical authority, and consistently monitor web mentions to track your brand’s presence in online discussions. 9. Listicle Inclusion You may also target ‘Top Lists’ or ‘Best X in Y location’ articles in your niche and work to get your brand included; this is essentially a link-building approach. Identify the ‘Top X’ or ‘Best of’ listicles that AI search results frequently cite for your target keywords, then reach out to authors or earn placements so your brand is featured. For example, an SEO agency in Bangkok should aim to appear in ‘Best SEO Agencies in Thailand’ articles that AI might reference. Being included in these curated lists increases the
AISEO | GEO | LLMO Audit Framework: My Checklist & Workflow
Before we get started, let’s clarify the terminology to avoid confusion. AISEO, GEO (Generative Engine Optimization), LLMO (Large Language Model Optimization), and AEO (Answer Engine Optimization) all refer to essentially the same concept (or are at least 80% identical). They describe the process of optimizing your content for AI-generated answers and responses, similar to how traditional SEO focuses on optimizing for search engines. AI SEO | GEO | LLMO Audit When users begin searching across AI platforms such as OpenAI ChatGPT, Google Gemini, Perplexity, Microsoft Copilot, Anthropic Claude, xAI’s Grok, DeepSeek, Alibaba’s Qwen, or even glance at answers from Google AI Overview or Google AI Mode, one crucial question emerges: “How do I make my brand visible in AI search?” Step by step checklist: Step 1: Identify the AI / LLM Platforms You Want to Monitor Start by listing the AI search and LLM platforms where you want your brand to appear: ChatGPT Google Gemini Google AI Mode Google AI Overview Perplexity Microsoft Copilot DeepSeek Qwen Anthropic Claude Grok You can prioritize them based on your target market, traffic potential, or where your audience is most active. AI SEO Report Step 2: Identify the Queries Your Prospects or Target Audience May Ask LLMs Unlike traditional SEO, AI search doesn’t provide search volume. The goal in Step 2 is to understand what questions your audience is likely to ask on LLMs and generative search engines. To make a guess on these prompts and question patterns, we may use: Answer Socrates AlsoAsked Google SERP features such as People Also Ask and People Also Search For Google Search Console long-tail queries Reddit communities in your industry niche This helps us map out the natural-language questions, prompts, and conversational queries that LLM users may ask—so we can create content that answers them. Step 3: Measure Your Brand Presence Check whether your brand is mentioned or referenced when these queries are asked on AI platforms. Key questions: Is your brand appearing in the answers to these queries? If yes, how is your brand being mentioned — positively, neutrally, or negatively? If your brand does not appear at all, this indicates a need to strengthen your content, entity signals, and topical authority so LLMs can recognize your brand and include it in relevant responses. Step 4: Uncover the Sources LLMs Use (And How to Become One) Identify which sources LLMs are citing when answering the queries you’re monitoring.This helps you understand what content formats, domains, and authority signals AI systems prefer. Key question: What sources are LLMs citing or referencing in their answers? Once you know this, you can model your content, structure, and expertise signals to increase your chance of becoming a cited source. Step 5: Analyze Competitor Brands (Response Analysis) Identify which competitor brands appear in the AI-generated answers for the queries you’re monitoring. By comparing the gap between your brand and your competitors, you can determine: Which content do you need to create Which existing content should you optimize Which backlinks or mentions you may want to pursue This gives you a clear roadmap to strengthen your brand’s visibility in LLM-generated responses. Some Example of Prompt Monitoring/ Tracking for different niche Best website builders for SME businesses Best cordless lawn mowers for small yards Best protein powders for women Best noise-cancelling headphones Best productivity apps for remote work Actionable Strategy for AI SEO 1. Confront the LLM’s answer to understand its citation logic If your target brand does not appear in the AI-generated answer, you can use a diagnostic prompt to reveal how the LLM selected and weighted its sources. Example prompt to ask ChatGPT or any LLM: ” I’m trying to understand how you selected the items in your list. I reviewed all the sources you cited. Please list all app names mentioned in those sources and count how many times each one appears. Why did you include WalletHub when it appears only once across all citations?SAP Concur is mentioned four times — why wasn’t it included?QuickBooks and Zoho Expense appear as frequently as Rocket Money and Monarch Money — why were they excluded? It seems some apps that were mentioned many times weren’t included, yet others mentioned only once were selected.What was your decision-making process?“ 2. Do not block AI crawlers Allow AI crawlers to access your site so LLMs can read, understand, and reference your content. 3. Outreach to high-authority sources that LLMs cite Identify the websites LLMs frequently reference and build relationships through outreach, interviews, contributions, or citations. Being mentioned on these sources increases your chance of being included in AI-generated answers. According to Ahrefs data: Google AI Overviews relies heavily on YouTube, Reddit, and to a lesser extent Quora. ChatGPT tends to cite publishers, authoritative blogs, and news outlets. Perplexity often references niche, regional, and domain-specific websites. 4. Build topical authority with relevant, high-quality content Create content that deeply covers your niche, answers real user questions, and demonstrates expertise. LLMs favor brands that show consistent authority across related topics. 5. Update content regularly (at least once a year) Fresh, up-to-date content signals reliability to both Google and LLMs. Updated pages are more likely to be crawled, cited, and included in generative answers. 6. Publish research, data, or studies — ChatGPT heavily cites them LLMs prioritize factual, data-backed sources. Original research, surveys, and statistics significantly increase your chance of becoming a cited reference. AISEO | GEO | LLMO Audit Conclusion: In summary, you’ll need to: Identify what queries users are asking on LLMs like ChatGPT and Gemini. Audit your brand’s presence across major generative engines. Improve your visibility and ranking within AI-generated answers. Understand which sources LLMs cite — and position yourself to be one of them. Monitor traffic from ChatGPT, Perplexity, Gemini, and other LLMs using GA4’s referral traffic reports. Further Reading: AI Search Optimization FAQs & Terms Explained Google AI Overview How Google AI Overview shown in SERP Google AI Overview is Google’s generative search feature that provides AI-generated summaries at the top of search results.
8 Advanced Search Techniques to Find Anything Online Faster
How to Search: 16 types of advanced search techniques In today’s information-heavy world, knowing how to search is just as important as what you search for. While most people rely on basic keyword searches, advanced search techniques can enhance the accuracy, relevance, and reliability of your results, which are crucial for research students who require trustworthy data for papers, projects, and reports. Whether you’re looking for information, knowledge, resources, or tools, these methods help you learn, know, create, or do something more efficiently. Mastering these eight techniques means less time scrolling, more time discovering what truly matters. Understanding search operator A search operator is a special symbol or command you add to your query to refine or filter search results. Instead of broad searches, operators help you find exactly what you need — such as a specific phrase, file type, or website. For example, typing site:edu limits results to educational sites, while using quotes ” ” searches for an exact match. Search technique 1: Quotes “Your Query” 关键词限定 ” “ When you place quotation marks around your search terms, Google will only show results containing that exact phrase in the same order. This helps filter out unrelated pages. Example: Searching “climate change effects” will show pages with that exact phrase, not results like “effects of changing climate.” Search technique 2: intitle: Your Query 网页标题限定 intitle: The intitle: operator lets you find pages with your keyword appearing in the title, which usually means the page focuses on that topic. Example: Searching intitle:RWA Tokenization shows results where “RWA Tokenization” appears in the page title. Pro Tip: Combine intitle: + “Your Query” This combo narrows results to pages with your exact phrase in the title, giving highly targeted outcomes. Perfect for finding focused articles or research papers. Example: intitle:”machine learning applications” shows only pages with that exact phrase in the title. Search technique 3: allintitle: Query 1 Query 2 限定标题多个关键词 allintitle: The allintitle: operator finds pages with all your keywords in the title, not just one. It’s great for targeting pages that clearly focus on your full topic. Example: allintitle:AI ethics policy shows pages with “AI,” “ethics,” and “policy” all in the title. Search technique 4: intext: Your Query 搜索网页正文中的关键词 intext: The intext: operator looks for pages where your keyword appears in the body text rather than just the title or URL. It’s useful for finding detailed discussions or explanations within articles. Example: intext:”data privacy regulations” finds pages that mention this exact phrase in the content. Pro Tip: Mix & Match various search operator You can mix and match multiple search operators to make your search highly specific. This helps you pinpoint exactly where and how terms appear on a page. Example: intitle:”Donald Trump” intext:”Genius Act” shows pages with “Donald Trump” in the title and “Genius Act” mentioned in the content. Search technique 5: Using inurl: Your Query inurl: The inurl: operator finds pages with your keyword in the URL, often revealing site sections or topics directly related to your search. Example: Liverpool inurl:stadiumastro intext:youtube shows pages about Liverpool on the Stadium Astro site that also mention YouTube in the content. Search technique 6: site: Your website 限定搜索特定网站或域名 site: The site: operator limits your search results to a specific website or domain, perfect for finding content within one source. Example: asset tokenization site:chainup.com shows only pages from chainup.com that mention “asset tokenization.” Another good use case for the site: operator is finding royalty-free images from websites like Pexels, Pixabay, or Freepik. For example, if you’re looking for a cute little puppy, you can search: cute puppy site:pexels.com. Search technique 7: Your Query imagesize: imagesize: The imagesize: operator lets you find images with exact dimensions, perfect for designers or anyone looking for high-quality photos (materials/ resources). Example: Mark Zuckerberg imagesize:2560×1440 Sam Altman imagesize:3840×2160 Elon Musk imagesize:5760×3840 2560×1440, 5760×3840, and 3840×2160 are commonly used sizes for graphic design or HD visuals. Search technique 8: Your Query filetype: filetype: The filetype: operator helps you find results in a specific file format, such as PDF, PPT, JPG, PNG, SVG, GIF, or XLS — ideal for locating reports, presentations, or images. Example: Maybank Annual Report filetype:pdf shows only PDF files of Maybank’s annual reports. Search technique 9: Using related: — 搜索相似网站或相关内容 related: The related: operator helps you find websites similar to a specific domain — useful for competitor research or content discovery. Example: related:chainup.com shows other sites similar to chainup.com. Search technique 10: Using – (Minus Sign) — 排除特定关键词或主题 – (Minus Sign) The minus sign excludes specific words or sites from your search results, allowing you to focus on what matters. Example: related:chainup.com -site:chainup.com shows sites related to Chainup but excludes results from chainup.com itself. Search technique 11: Using OR / | : 搜索包含任一关键词的结果 OR / | The OR (or |) operator lets you find pages that include either one keyword or the other, widening your search scope. Example: AI ethics OR AI policy shows results containing either “AI ethics” or “AI policy.” Search technique 12: Using AND — 搜索同时包含多个关键词的结果 AND The AND operator ensures that results include all specified terms, making your search more precise. Example: “roti canai” AND “keto friendly” shows pages that mention both phrases together. Search technique 13: Using Asterik * — 通配符，填补缺失的词或短语 * The asterisk acts as a wildcard to fill in missing words or phrases. It’s great for discovering variations of a search idea. Example: best * in ParisGoogle will replace the * with words like places, museums, hotels, restaurants, or tourist spots. Search technique 14: Using stocks: — 查看公司股票与财务信息 stocks: The stocks: operator lets you quickly check a company’s stock price and financial data. Example: stocks:tesla Google will display Tesla’s current stock price, market cap, price chart, and other relevant financial details. Search technique 15: Using source: — 搜索来自特定新闻来源的文章 source: The source: operator helps you find news articles from a specific publisher in Google News. Example: tesla source:nytimes.comYou’ll see news articles about Tesla from The New York Times. Search technique 16: Search by Image Instead of Text Use Google Lens (Search by image) Google Lens lets you search the web using