# Technical Guides: AI Visibility Insights
> Every Cite Solutions brief filed under Technical Guides. 80 posts on AI visibility, GEO, AEO, and AI search optimization.

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Source: Cite Solutions (cite.solutions)
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Category80 briefs

# Technical Guides

Every brief Cite Solutions has filed in the Technical Guides category. Newest first.

FiledBriefPillarTime

[Jul 27How Do You Show Up in Google AI Search?Google AI search is three surfaces, not one, and they cite mostly different sources. Why your brand is missing from two of them, and the five-step fix.Technical Guides·10 min readTechnical Guides10m](/blog/how-to-show-up-in-google-ai-search)[Jul 25How Often to Update Content for AI Search83% of commercial AI citations come from pages updated within a year. Here is how often to update content for AI search, set by page type not the calendar.Technical Guides·10 min readTechnical Guides10m](/blog/how-often-to-update-content-for-ai-search)[Jul 24DeepSeek SEO: How to Get Cited by DeepSeekDeepSeek SEO is how you get cited by DeepSeek, the open-weight engine that answers from memory by default. Here are the five steps that win it.Technical Guides·10 min readTechnical Guides10m](/blog/deepseek-seo-how-to-get-cited)[Jul 23Copilot SEO: How to Get Cited by Microsoft CopilotCopilot SEO is how you get cited by Microsoft Copilot, the Bing-grounded AI inside Microsoft 365\. Here are the five steps that win it.Technical Guides·10 min readTechnical Guides10m](/blog/copilot-seo-how-to-get-cited)[Jul 23Meta AI SEO: How to Get Cited by Meta AIMeta AI SEO is how you get cited by Meta AI, the assistant inside WhatsApp, Instagram, and Facebook. Here are the five steps that win it.Technical Guides·10 min readTechnical Guides10m](/blog/meta-ai-seo-how-to-get-cited)[Jul 21AEO Audit: How to Check Answer-Engine ReadinessAn AEO audit checks whether answer engines can lift a clean, correct, cited answer about your brand from your pages. Here is the 7-point check.Technical Guides·11 min readTechnical Guides11m](/blog/aeo-audit-answer-engine-readiness)[Jul 20AEO Optimization: How to Get Cited by AIAEO optimization gets your brand cited inside AI answers on ChatGPT, Perplexity, and Google. Here is what it means and how to do it in 2026.Technical Guides·9 min readTechnical Guides9m](/blog/aeo-optimization)[Jul 19AI Search Engine Optimization: A 2026 PlaybookAI search engine optimization means getting cited across ChatGPT, Perplexity, Gemini, and Google AI. Here is the engine-by-engine 2026 playbook.Technical Guides·10 min readTechnical Guides10m](/blog/ai-search-engine-optimization)[Jul 19What Is Generative Search Optimization?Generative search optimization gets your brand cited inside AI answers on Google, ChatGPT, and Perplexity. Here is what it is and how to do it in 2026.Technical Guides·10 min readTechnical Guides10m](/blog/generative-search-optimization)[Jul 18AI SEO Optimization: What Moves Citations FirstAI SEO optimization is a prioritization problem. Here are the on-page and off-page changes that move AI citations, in the order to ship them.Technical Guides·10 min readTechnical Guides10m](/blog/ai-seo-optimization-ranked-by-impact)[Jul 16Does Technical SEO Still Matter for AI Search?Technical SEO decides whether AI can read your site at all. Most AI crawlers skip JavaScript, so client-rendered pages stay invisible. Here is the fix.Technical Guides·9 min readTechnical Guides9m](/blog/does-technical-seo-matter-for-ai-search)[Jul 16Knowledge Graph SEO: How to Get Cited by AIKnowledge graph SEO puts your brand in the entity records AI reads. Here is how a knowledge panel and a Wikidata node turn into AI citations.Technical Guides·10 min readTechnical Guides10m](/blog/knowledge-graph-seo)[Jul 11Do Glossary Pages Get Cited by AI?Glossary pages answer the definitional queries AI leans on most. Here is why AI cites glossary pages, and how to build one it will quote.Technical Guides·10 min readTechnical Guides10m](/blog/do-glossary-pages-get-cited-by-ai)[Jul 11How to Use an llms.txt Generator (and When Not To)An llms.txt generator drafts the file in seconds, but 97% of llms.txt files never get read. Here is how to build one that earns its place.Technical Guides·10 min readTechnical Guides10m](/blog/how-to-use-an-llms-txt-generator)[Jul 9How ChatGPT Citations Work (and How to Earn Them)ChatGPT citations are the sources it links inside an answer. Here is how ChatGPT picks them, why your brand is missing, and how to earn one.Technical Guides·9 min readTechnical Guides9m](/blog/how-chatgpt-citations-work)[Jul 8GEO Reporting: How to Prove AI Visibility to the BoardGEO reporting turns raw AI citation data into a report leadership acts on. Here are the five metrics to lead with and how to build the report.Technical Guides·10 min readTechnical Guides10m](/blog/geo-reporting-how-to-report-ai-visibility)[Jul 8Grok SEO: How to Get Cited by GrokGrok SEO is how you get cited by Grok, the one engine that grounds answers in real-time X posts. Here is the pipeline and five steps to win it.Technical Guides·10 min readTechnical Guides10m](/blog/grok-seo-how-to-get-cited)[Jul 7Claude SEO: How to Get Cited by ClaudeClaude SEO is how you get cited by Claude on claude.ai and inside enterprise tools. Here is the retrieval pipeline and the five steps that win it.Technical Guides·10 min readTechnical Guides10m](/blog/claude-seo-how-to-get-cited)[Jul 6Gemini SEO: How to Get Cited by GeminiGemini SEO is how you get cited by Google's AI Overviews, AI Mode, and the Gemini app. Here is the retrieval pipeline and the five steps that win it.Technical Guides·10 min readTechnical Guides10m](/blog/gemini-seo-how-to-get-cited)[Jul 6How to Rank in ChatGPT (You Actually Can't)How to rank in ChatGPT is the wrong question. ChatGPT has no ranking system. Here is what actually decides whether it cites your brand, and how to win it.Technical Guides·10 min readTechnical Guides10m](/blog/how-to-rank-in-chatgpt)[Jun 30ChatGPT Optimization: How to Get RecommendedChatGPT optimization is making ChatGPT recommend your brand across its four answer surfaces. Here are 6 reasons it skips you and a 6-step fix.Technical Guides·11 min readTechnical Guides11m](/blog/chatgpt-optimization-get-recommended)[Jun 21GEO Optimization: How to Get Cited by AIGEO optimization gets your brand cited by ChatGPT, Perplexity, and AI Overviews, not just ranked. Here is what it is and how to do it in 2026.Technical Guides·11 min readTechnical Guides11m](/blog/geo-optimization-how-to-get-cited)[Jun 20AI SEO: How to Get Cited When AI AnswersAI SEO is structuring content so AI engines cite your brand, not using AI to write copy. Here is how it differs from SEO and how to get cited.Technical Guides·10 min readTechnical Guides10m](/blog/ai-seo-guide)[Jun 18ChatGPT SEO: How to Get Cited by ChatGPTChatGPT SEO means structuring content so ChatGPT cites your brand, not using ChatGPT to write copy. Here is how the two differ and how to actually win.Technical Guides·9 min readTechnical Guides9m](/blog/chatgpt-seo-how-to-get-cited)[Jun 18What Is a GEO Audit? The 7-Point ChecklistA GEO audit checks whether AI engines can crawl, extract, and cite your pages. Here is the 7-point checklist we use to find what blocks your brand.Technical Guides·11 min readTechnical Guides11m](/blog/what-is-a-geo-audit-checklist)[Jun 16LLM Optimization: How to Get Cited by AILLM optimization is how you get your brand cited inside AI answers. Here are the five levers that move citations and the steps to run them.Technical Guides·11 min readTechnical Guides11m](/blog/llm-optimization-how-to-get-cited)[Jun 14AI Search Optimization: How to Get Found by AIAI search optimization is how you get cited by ChatGPT, Claude, Perplexity, and Google AI. Here is the diagnostic and the six-step fix.Technical Guides·10 min readTechnical Guides10m](/blog/ai-search-optimization)[Jun 14How to Rank in AI Overviews in 2026How to rank in AI Overviews in 2026: top-10 rankings no longer guarantee a citation. Here are the six steps that get your pages cited.Technical Guides·9 min readTechnical Guides9m](/blog/how-to-rank-in-ai-overviews)[Jun 12AI Content Optimization: How to Get CitedAI content optimization is the work of rewriting pages so an AI engine can lift a clean answer. Here is the practitioner playbook for getting cited.Technical Guides·10 min readTechnical Guides10m](/blog/ai-content-optimization-how-to-get-cited)[Jun 11LLM SEO: What It Is and How to Do It in 2026LLM SEO is how you get your brand cited inside AI answers. Here is what it means and the four steps to actually do it in 2026.Technical Guides·10 min readTechnical Guides10m](/blog/llm-seo-what-it-is-and-how-to-do-it)[Jun 9Can AI Agents Actually Book a Demo on Your Site?Chrome auto-browse reaches 200M Android phones in late June 2026\. If an AI agent cannot finish a booking on your site, you lose the sale silently.Technical Guides·12 min readTechnical Guides12m](/blog/ai-agent-transaction-readiness-auto-browse)[Jun 7Do AI Crawlers Actually Read llms.txt?Across 500M+ AI bot visits, only 408 fetched llms.txt. Here is what AI crawlers really do with the file, and whether it is worth publishing.Technical Guides·9 min readTechnical Guides9m](/blog/do-ai-crawlers-read-llms-txt)[Jun 4How to Build a Transparency Page That AI CitesA 50,000-citation study found one transparency page lifted AI citations 24% on buyer-intent queries. Here is how to build a page engines quote and trust.Technical Guides·10 min readTechnical Guides10m](/blog/transparency-page-ai-citations)[Jun 2Do Statistics Pages Get Cited by AI?Statistics pages are among the most-cited content in AI search. Here is why AI over-cites original data, and how to build a page it will quote.Technical Guides·11 min readTechnical Guides11m](/blog/do-statistics-pages-get-cited-by-ai)[May 31How Many Searches Hide Behind One AI Prompt?Nectiv analyzed \~9,000 prompts: Google AI runs about 9 hidden searches per query, almost 12 for software. Here is how to optimize for query fan-out.Technical Guides·10 min readTechnical Guides10m](/blog/how-many-searches-behind-one-ai-prompt)[May 26Should You Ship llms.txt If Google Says No?Google Search says you do not need llms.txt. Google Lighthouse 13.3 audits for it by default. Here is which Google signal to follow in 2026.Technical Guides·10 min readTechnical Guides10m](/blog/lighthouse-llms-txt-audit-contradiction)[May 24How to Build Benchmark and Methodology Pages That AI Systems Cite During Vendor EvaluationMost benchmark claims die inside decks, PDFs, or vague product pages. This guide shows you how to turn benchmark results and methodology notes into a page AI systems can quote and buyers can actually verify during vendor evaluation.Technical Guides·11 min readTechnical Guides11m](/blog/benchmark-methodology-pages-ai-citations)[May 22How to Run a Canonical and Query-Parameter Audit That Keeps AI Systems on the Right URLA lot of GEO teams fix prompts, proof blocks, and crawlability while messy URL variants still compete for the same answer. This guide shows how to run the canonical and parameter audit that clears that retrieval waste out.Technical Guides·12 min readTechnical Guides12m](/blog/canonical-query-parameter-audit-ai-retrieval)[May 22How to Build Product Documentation and API Pages That AI Systems Cite During Technical EvaluationMost teams treat documentation as a post-sale support library. This guide shows you how to build docs and API pages that answer technical fit questions clearly enough for AI retrieval during software evaluation.Technical Guides·12 min readTechnical Guides12m](/blog/product-documentation-api-pages-ai-citations)[May 21How to Build a Prompt-to-Proof Coverage Matrix for Pricing, Comparison, and Trust PagesMost GEO teams know which prompts matter and which page should win them. Fewer can point to the exact proof block that should support each answer. This guide shows you how to build that missing matrix.Technical Guides·11 min readTechnical Guides11m](/blog/prompt-proof-coverage-matrix-ai-citations)[May 16Is ChatGPT-User Allowed in Your Robots.txt?ChatGPT fetches pages with ChatGPT-User, not OAI-SearchBot. If your robots.txt blocks the wrong one, ChatGPT will not cite you. Here is the fix.Technical Guides·10 min readTechnical Guides10m](/blog/chatgpt-user-robots-txt-ai-citations)[May 15How to Run an AI Crawler Log Audit for GPTBot, ClaudeBot, and PerplexityBotMost GEO teams rely on crawl tests, screenshots, and prompt checks. Fewer inspect the server logs that prove whether AI crawlers are actually reaching the money pages that matter. This guide shows you how to run that audit.Technical Guides·11 min readTechnical Guides11m](/blog/ai-crawler-log-audit-retrieval)[May 15How to Build Demo, Product Tour, and Trial Pages That AI Systems Cite During Software EvaluationMost software demo pages still act like lead traps. This guide shows you how to build demo, product tour, and trial pages that answer buyer questions, expose limits, and give AI systems enough operational detail to cite during vendor evaluation.Technical Guides·12 min readTechnical Guides12m](/blog/demo-product-tour-trial-pages-ai-citations)[May 14How to Build a GEO Prompt Regression Pack for Staging, Release Day, and 7-Day QAMost GEO teams have a release checklist. Fewer have a compact prompt regression pack that proves the right page still wins the right answer before launch and during the first recovery week. This guide shows you how to build one.Technical Guides·10 min readTechnical Guides10m](/blog/geo-prompt-regression-pack-release-qa)[May 12How to Optimize for AI Retrieval, Not Just RankingsGoogle's TurboQuant paper may quietly expand the AI retrieval pool past the top 30\. Top-10 rankings won't predict citations. Here's what to fix now.Technical Guides·10 min readTechnical Guides10m](/blog/how-to-optimize-for-ai-retrieval-not-just-rankings)[May 8How to Build a GEO Content Update Loop for Pricing, Implementation, and Support ChangesOne approved change in pricing, onboarding, support, or integration scope rarely stays on one page. This guide shows you how to turn that change into a controlled GEO content update loop across the buyer-stage pages AI systems actually reuse.Technical Guides·11 min readTechnical Guides11m](/blog/geo-content-update-loop-pricing-implementation-support-changes)[May 8How to Build Use Case and Workflow Pages That AI Systems Cite During Software EvaluationMost software teams bury workflow fit inside scattered feature pages and demo calls. This guide shows you how to build use case and workflow pages that answer real evaluation prompts, prove scenario fit, and give AI systems something specific enough to cite.Technical Guides·11 min readTechnical Guides11m](/blog/use-case-workflow-pages-ai-citations)[May 7How to Run a GEO Contradiction Audit Before AI Systems Quote the Wrong ClaimA page can be technically crawlable, well linked, and still lose trust if different parts of the site make different claims. This guide shows you how to run a contradiction audit that finds claim conflicts before AI systems quote the wrong version.Technical Guides·10 min readTechnical Guides10m](/blog/geo-contradiction-audit-wrong-claims)[May 7How to Build Support and SLA Pages That AI Systems Cite During Enterprise Vendor EvaluationMost support pages promise white-glove help and explain very little. This guide shows you how to build support and SLA pages that answer service-risk questions clearly, expose response commitments, and stay usable for buyers and AI systems during vendor evaluation.Technical Guides·11 min readTechnical Guides11m](/blog/support-sla-pages-ai-citations)[May 6How to Run a GEO Page-Collision Audit When AI Systems Cite the Wrong URLA brand can stay visible in AI answers while the wrong internal page keeps getting cited. This guide shows you how to run a page-collision audit, diagnose the failure pattern, and make the right URL easiest to retrieve and reuse.Technical Guides·11 min readTechnical Guides11m](/blog/geo-page-collision-audit-wrong-url-citations)[May 6How to Build Integration and Compatibility Pages That AI Systems Cite During Software EvaluationMost integration pages say a tool connects with everything and explain almost nothing. This guide shows you how to build compatibility pages that answer buyer fit questions clearly, expose limits early, and support AI citation during software evaluation.Technical Guides·11 min readTechnical Guides11m](/blog/integration-compatibility-pages-ai-citations)[May 5How to Run an HTML Parity Audit for AI Retrieval on JavaScript-Heavy SitesA page can look perfect in the browser and still fail AI retrieval if the answer, proof, links, or schema only show up after hydration. This guide shows you how to run the HTML parity audit that catches the gap.Technical Guides·11 min readTechnical Guides11m](/blog/html-parity-audit-ai-retrieval)[May 5How to Build ROI Calculator and TCO Pages That AI Systems Cite During Vendor ShortlistingMost ROI calculators and TCO pages are built like lead traps. This guide shows you how to turn them into finance-ready assets that answer business-case prompts, expose assumptions, and support AI citation during vendor evaluation.Technical Guides·11 min readTechnical Guides11m](/blog/roi-tco-pages-ai-citations)[May 4How to Build a GEO Change Log That Connects Page Releases, Proof Updates, and Prompt OutcomesMost GEO teams can see that something moved. Fewer can prove which release, proof update, or page change caused the movement. This guide shows you how to build the change log that makes attribution, QA, and weekly review far more useful.Technical Guides·11 min readTechnical Guides11m](/blog/geo-change-log-page-releases-prompt-outcomes)[May 4How to Build Trust Center and Security Pages That AI Systems Cite During Enterprise Vendor EvaluationMost trust centers are built for checkbox compliance, not buyer-stage retrieval. This guide shows how to structure security and compliance pages so procurement teams, in-house operators, and AI systems can actually find and reuse the answers they need.Technical Guides·10 min readTechnical Guides10m](/blog/trust-center-security-pages-ai-citations)[May 3How to Run a GEO Citation-Loss Root Cause Analysis: Retrieval, Evidence, and Answer-Format ChecksA page that used to win citations can slip for very different reasons. This guide shows you how to diagnose whether the real problem is retrieval, weak evidence, answer-format mismatch, or a stronger substitute source before you waste a sprint on the wrong fix.Technical Guides·11 min readTechnical Guides11m](/blog/geo-citation-loss-root-cause-analysis)[May 2How to Build a GEO Release Checklist for Template Changes, Schema Parity, and Prompt QAMost teams QA page releases for rendering and rankings. Fewer QA whether template, schema, and content changes quietly break AI retrieval. This guide shows you how to build the release checklist that catches those failures before and after launch.Technical Guides·10 min readTechnical Guides10m](/blog/geo-release-checklist-template-changes-prompt-qa)[May 1How to Build Implementation Guide Pages That AI Systems Cite During Vendor EvaluationMost teams publish onboarding or implementation pages as an afterthought. This guide shows you how to turn them into high-intent assets that answer rollout questions, reduce buyer risk, and earn more citation value in AI search.Technical Guides·10 min readTechnical Guides10m](/blog/implementation-guides-ai-citations-vendor-evaluation)[Apr 30How to Run a Brand Mention Audit That Improves AI Citation and Recommendation ReadinessMost teams track whether AI mentions the brand. Fewer audit whether the right source mix exists for AI systems to classify, cite, and recommend that brand with confidence. This guide shows you how to run that audit.Technical Guides·10 min readTechnical Guides10m](/blog/brand-mention-audit-ai-citations)[Apr 30How to Build a GEO Schema Deployment Matrix for Service, Pricing, Comparison, and Expert PagesMost schema advice stops at validation. Strong GEO teams need a deployment matrix that maps each page type to the right markup, visible proof, and QA checks before structured data ships at scale.Technical Guides·11 min readTechnical Guides11m](/blog/geo-schema-deployment-matrix-page-types)[Apr 29How to Build a GEO Content Map That Matches Prompt Clusters to the Right Page TypeMost teams do not need more GEO content. They need a content map that matches prompt clusters to the right page type, target URL, proof layer, and QA loop. This guide shows you how to build it.Technical Guides·10 min readTechnical Guides10m](/blog/geo-content-map-prompt-clusters-page-types)[Apr 24How to Build a GEO Evidence Ledger That Keeps AI-Cited Pages FreshMost teams know when an AI-cited page slips. Fewer know exactly which proof asset expired, who owns it, and where it needs to be updated. This guide shows you how to build a GEO evidence ledger that keeps answer blocks, pricing pages, case studies, and expert pages credible week after week.Technical Guides·10 min readTechnical Guides10m](/blog/geo-evidence-ledger-ai-citations)[Apr 23How to Build a GEO Content Operations Workflow: Who Owns Prompt Loss, Proof Gaps, and Money-Page FixesMost GEO programs can spot visibility loss. Far fewer can route that loss to the right owner, ship the right fix, and prove the page won back the job. This guide shows you how to build the operating workflow that turns GEO signals into accountable execution.Technical Guides·10 min readTechnical Guides10m](/blog/geo-content-operations-workflow)[Apr 23How to Run a GEO Internal Linking Audit That Supports AI Citation and Conversion PagesMost GEO teams audit prompts, pages, and schema. Fewer audit the links that connect proof assets to money pages. This guide shows you how to fix that with a practical internal-link workflow.Technical Guides·10 min readTechnical Guides10m](/blog/geo-internal-linking-audit-ai-citations)[Apr 22How to Build Case Studies That AI Systems Can Cite and Buyers Can TrustMost case studies still read like soft testimonials. This guide shows you how to structure customer proof so AI systems can extract the context, intervention, and measured result without guessing.Technical Guides·10 min readTechnical Guides10m](/blog/case-studies-ai-citations)[Apr 22How to Protect AI Retrieval During a Site Migration: Redirects, Canonicals, and Prompt QAMost site migration checklists stop at rankings and broken links. This guide shows you how to preserve AI retrieval during a migration by protecting page purpose, redirect logic, canonical control, proof assets, and post-launch prompt QA.Technical Guides·11 min readTechnical Guides11m](/blog/protect-ai-retrieval-site-migration)[Apr 21How to Build a GEO Content Refresh Queue From Prompt Loss, Citation Swaps, and Stale ProofMost GEO teams can measure visibility loss. Fewer can turn that signal into a reliable update queue. This guide shows you how to build a weekly content refresh system from prompt loss, citation swaps, stale proof, and page-type mismatch.Technical Guides·10 min readTechnical Guides10m](/blog/geo-content-refresh-queue)[Apr 19How to Build Expert and Author Pages That AI Systems Actually TrustMost sites spend weeks polishing service pages and almost no time on the pages that explain who is behind the advice. This guide shows you how to turn author, expert, and about pages into trust assets that support AI citations and recommendations.Technical Guides·9 min readTechnical Guides9m](/blog/expert-author-pages-ai-trust)[Apr 18How to Run an AEO Schema Audit That Aligns Entities, Answers, and ProofMost schema work still stops at validation. This guide shows you how to audit schema for answer-engine performance by checking entity clarity, visible-answer parity, proof support, and page-type markup across the pages that drive AI visibility.Technical Guides·10 min readTechnical Guides10m](/blog/aeo-schema-audit-entities-answers-proof)[Apr 17How to Build Pricing Pages That AI Systems Can Quote and Buyers Can TrustMost pricing pages still force buyers to hunt for the real number, the real fit, and the real limitations. This guide shows you how to structure pricing pages so AI systems can quote them cleanly and commercial visitors can trust what they see.Technical Guides·10 min readTechnical Guides10m](/blog/pricing-pages-ai-citations)[Apr 15How to Do Local GEO and AEO for Service-Area BusinessesMost local teams still optimize only for blue links and map pack basics. This playbook shows service-area businesses how to make their profile, reviews, pages, and proof easier for AI systems to retrieve, trust, and recommend.Technical Guides·11 min readTechnical Guides11m](/blog/local-geo-aeo-service-area-businesses)[Apr 14A GEO Action Priority Framework: How to Decide What to Fix FirstAI visibility data is only useful if it turns into ranked actions. This framework shows how to convert prompt coverage, citation gaps, source patterns, and page-level evidence into a practical GEO priority stack your team can actually execute.Technical Guides·10 min readTechnical Guides10m](/blog/geo-action-priority-framework)[Apr 14How to Run a GEO Crawlability Audit That Improves AI RetrievalA lot of teams keep publishing answer-engine content on top of weak technical foundations. This guide shows you how to audit crawlability, canonicals, internal links, sitemaps, and structured context so the right pages can actually be retrieved and reused by AI systems.Technical Guides·11 min readTechnical Guides11m](/blog/geo-crawlability-audit-ai-retrieval)[Apr 14How to Build Service-Page Answer Blocks with Proof Points That AI Systems Can CiteMost service pages bury their best commercial answers inside vague copy. This guide shows you how to build answer blocks with proof points so AI systems can extract, trust, and reuse your page in high-intent prompts.Technical Guides·10 min readTechnical Guides10m](/blog/service-page-answer-blocks-ai-citations)[Apr 14URL-Level Citation Tracking Is the Missing Layer in Most GEO ReportingDomain-level citation counts are too coarse for serious GEO reporting. This guide shows operators exactly what to track at the URL level, why it makes recommendations defensible, and how to turn source intelligence into page-level fixes.Technical Guides·9 min readTechnical Guides9m](/blog/url-level-citation-tracking-geo)[Apr 13How to Build Comparison Pages That AI Systems Actually CiteMost comparison pages are built like sales pages with a table glued on. This guide shows you how to structure comparison pages so AI systems can retrieve, trust, and cite them during high-intent buyer journeys.Technical Guides·10 min readTechnical Guides10m](/blog/comparison-pages-ai-citations)[Apr 13How to Run a GEO Competitor Gap Analysis in 60 MinutesMost teams measure AI visibility in isolation. This guide shows you how to compare your brand against competitors across prompts, citations, recommendations, and page types, then turn the gaps into an action plan in one hour.Technical Guides·10 min readTechnical Guides10m](/blog/geo-competitor-gap-analysis)[Apr 7llms.txt: What It Is, What It Does, and Whether Your Site Actually Needs Itllms.txt is getting a lot of attention in GEO and AEO circles, but most of the commentary swings between hype and dismissal. Here's what the file actually does, what it cannot do, and when it is worth implementing.Technical Guides·9 min readTechnical Guides9m](/blog/llms-txt-what-it-is-and-why-your-site-needs-one)[Mar 31How to Optimize for ChatGPT Search: A Practical Guide for 2026ChatGPT now pulls from the web for every search query and cites its sources. If your content isn't structured for retrieval, you're invisible to 200M+ weekly users. Here's exactly how to fix that.Technical Guides·10 min readTechnical Guides10m](/blog/how-to-optimize-for-chatgpt-search)[Mar 31How to Select the Right Prompts for LLM TrackingTracking your AI visibility starts with choosing the right prompts. Not keywords. Prompts. Here's a practical framework for selecting the queries that actually matter for your GEO and AEO monitoring strategy.Technical Guides·8 min readTechnical Guides8m](/blog/how-to-select-prompts-for-llm-tracking)

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