# Metehan Yesilyurt, metehan.ai

> AI Search and SEO researcher at Peec AI. Publishing original research on LLM visibility, AI-powered search engines, and the next era of discoverability.

## Agent API

AI agents get Markdown on every page (detected by user agent, or send `Accept: text/markdown`). JSON and Markdown endpoints, no key needed:

- Speed check (your connection time in ms, site p50/p95): https://metehan.ai/api/agent/ping
- Leave a message (agent contact form, optional, anonymous): https://metehan.ai/api/agent/hello?agent=YOUR_NAME&model=YOUR_MODEL&operator=WHO_RUNS_YOU&purpose=WHY_YOU_ARE_HERE&message=YOUR_MESSAGE
- Agent home with every endpoint and usage: https://metehan.ai/ (as an AI agent) or https://metehan.ai/api/agent.json
- Ask a question, get verified facts and what to read next: https://metehan.ai/api/ask?q=how+does+chatgpt+pick+sources (path form if your fetch tool drops query strings: https://metehan.ai/api/ask/how-does-chatgpt-pick-sources/)
- All verified facts with verbatim evidence: https://metehan.ai/api/facts.json (?topic=, ?q=, ?limit=)
- All posts / articles: https://metehan.ai/api/posts.json and https://metehan.ai/api/articles.json
- One post as Markdown or JSON: https://metehan.ai/api/post/{slug}.md and https://metehan.ai/api/post/{slug}.json (articles: /api/article/{slug}.md|.json)
- What changed recently: https://metehan.ai/api/changes.json
- Agent traffic stats (aggregate): https://metehan.ai/api/agent/stats.json
- Paid endpoints (Stripe MPP, HTTP 402): https://metehan.ai/openapi.json

## Links

- Website: https://metehan.ai/
- X: https://x.com/metehan777
- LinkedIn: https://www.linkedin.com/in/metehanyesilyurt
- GitHub: https://github.com/metehan777
- Substack: https://metehanai.substack.com
- RSS: https://metehan.ai/rss.xml
- PDF Archive: https://metehan.ai/pdf/
- Sitemap: https://metehan.ai/sitemap.xml
- llms-full.txt: https://metehan.ai/llms-full.txt

## Topics

- AI Search & LLM Visibility (AEO / GEO)
- Google Discover Architecture
- Screaming Frog AI Integrations
- MCP Servers for SEO Tools
- Tokenizer & Embedding Research
- Search Algorithm Reverse-Engineering

## Research posts (72)

- [Publish stats, get cited: The tactic that put my data all over the web](https://metehan.ai/blog/publish-stats-get-cited-the-tactic-that-put-my-data-all-over-the-web/): How 50,000 fake stats kept getting cited by ChatGPT (canonical: https://peec.ai/blog/publish-stats-get-cited-the-tactic-that-put-my-data-all-over-the-web)
- [Inside the ChatGPT Leak: How ChatGPT Ranks Chunks From Fetched Pages [CHUNKING PROOF]](https://metehan.ai/blog/inside-chatgpt-leak-how-ranks-chunks-from-fetched-pages/): Last week, we came across incredible findings in the SSEs. Scores, schema, and more. (canonical: https://www.linkedin.com/pulse/inside-chatgpt-leak-how-ranks-chunks-from-fetched-pages-ye%C5%9Filyurt--qrsyf)
- [Want a real short-term AI visibility hack? Or in a bad actor's hands, becomes a real blackhat GEO hack?](https://metehan.ai/blog/want-real-short-term-ai-visibility-hack-bad-actors-hands/): I was looking for a Reddit story. I found hallucinations and parked domains instead. (canonical: https://www.linkedin.com/pulse/want-real-short-term-ai-visibility-hack-bad-actors-hands-ye%C5%9Filyurt--1mwdc)
- [Reddit lost most of its visibility in ChatGPT, and the site parameter filled the gap](https://metehan.ai/blog/reddit-lost-most-its-visibility-chatgpt-site-filled-gap/): Its share of ChatGPT citations fell 95 percent in two weeks. Here is what the data shows so far. (canonical: https://www.linkedin.com/pulse/reddit-lost-most-its-visibility-chatgpt-site-filled-gap-ye%C5%9Filyurt--j5aqf)
- [Rerankers for GEO/AEO: How AI search chooses passages and sources](https://metehan.ai/blog/rerankers-for-geo-aeo-how-ai-search-chooses-passages-and-sources/): A guide to rerankers and citation-winning AI search content. (canonical: https://peec.ai/blog/rerankers-for-geo-aeo-how-ai-search-chooses-passages-and-sources)
- [Translated Reddit Is Winning AI Citations.](https://metehan.ai/blog/reddit-machine-translated-pages-ai-visibility/): Based on 65M+ citations across 20 countries (canonical: https://peec.ai/blog/reddit-machine-translated-pages-ai-visibility)
- [I Crawled 65,000 Pages of My Own Site Without Parsing a Single Line of HTML](https://metehan.ai/blog/http-headers-internal-links/): Somewhere between talks on day one, I think it was during a hallway conversation about how badly LLM crawlers struggle with rendered DOMs. A question I had been chewing on for months finally crystalized...
- [How I Turned Meta AI's Brain Scanner Model Into a Free SEO Tool](https://metehan.ai/blog/how-i-turned-meta-ais-brain-scanner-model-into-a-free-seo-tool/): I took Meta AI's TRIBE v2 model and turned it into a free SEO
- [I Turned 16 Months of Google Search Console Data Into a Vector Database.](https://metehan.ai/blog/i-turned-16-months-of-google-search-console-data-into-a-vector-database-heres-what-i-learned/): "I had a simple question: what if I could talk to my search
- [I Built a 60,000-Page AI Website for $10: GPTBot Crawled It 30,000+ Times in 12 Hours](https://metehan.ai/blog/i-built-a-60-000-page-ai-website-for-10-gptbot-crawled-it-30-000-times-in-12-hours/): "Let me be clear upfront: this website is designed purely as an
- [Google Discover Architecture: Clusters, Classifiers, OG Tags, NAIADES - What SDK Telemetry Reveals](https://metehan.ai/blog/google-discover-architecture/): "Google Discover Architecture: Clusters, Classifiers, OG Tags,
- [Reverse-Engineering the OpenAI's GPT-5 Tokenizer: What 200,000 Tokens Reveal About AEO/GEO](https://metehan.ai/blog/reverse-engineering-the-gpt-5-tokenizer-aeo-geo/): Reverse-Engineering the OpenAI's GPT-5 Tokenizer: What 200,000 Tokens Reveal About AEO/GEO
- [I Built a Tool for AI Agent Discovery in One Weekend and It's Free](https://metehan.ai/blog/i-built-a-tool-for-ai-agents-in-one-weekend/): I Built a Tool for AI Agent Discovery in One Weekend and It's Free
- [The Hidden Authority Signal: Why Your CC Rank May Matter More for AI Visibility](https://metehan.ai/blog/cc-rank/): The Hidden Authority Signal: Why Your CC Rank May Matter More for AI Visibility
- [ChatGPT's Personal Memory Affects Everything In Responses & OpenAI is Using Google Analytics](https://metehan.ai/blog/chatgpts-personal-memory-affects-everything-in-responses-openai-is-using-google-analytics/): ChatGPT's Personal Memory Affects Everything In Responses & OpenAI is Using Google Analytics
- [How I Accidentally Triggered 125K Google Impressions Through LLM \"AI News Today Recency\" Bias](https://metehan.ai/blog/how-i-accidentally-triggered-125k-google-impressions-through-llm-ai-news-today-recency-bias/): How I Accidentally Triggered 125K Google Impressions Through LLM \"AI News Today Recency\" Bias
- [Stop Guessing Which Prompts to Track: Use Your GSC Data to Discover Where You're Already Visible in AI Search](https://metehan.ai/blog/stop-guessing-which-prompts-to-track/): Stop Guessing Which Prompts to Track: Use Your GSC Data to Discover Where You're Already Visible in AI Search
- [Reverse-Engineering Google AI Mode: What Discovery Engine Reveals About Google's AI Search Architecture](https://metehan.ai/blog/reverse-engineering-google-ai-mode/): Reverse-Engineering Google AI Mode: What Discovery Engine Reveals About Google's AI Search Architecture
- [How ChatGPT Uses the Public Suffix List to Treat Domains & Subdomains Differently](https://metehan.ai/blog/how-chatgpt-uses-the-public-suffix-list/): How ChatGPT Uses the Public Suffix List to Treat Domains & Subdomains Differently
- [100+ Questions That Show AEO/GEO Is Different Than SEO](https://metehan.ai/blog/100-questions-that-show-aeo-geo-is-different-than-seo/): 100+ Questions That Show AEO/GEO Is Different Than SEO
- [[FREE CODE INSIDE] How to Run Visual Query Fan-Out Analysis in Screaming Frog Using OpenAI](https://metehan.ai/blog/visual-query-fan-out-screaming-frog/): [FREE CODE INSIDE] How to Run Visual Query Fan-Out Analysis in Screaming Frog Using OpenAI
- [I Found It in the Code, Science Proved It in the Lab: The Recency Bias That's Reshaping AI Search](https://metehan.ai/blog/i-found-it-in-the-code-science-proved-it-in-the-lab-the-recency-bias-thats-reshaping-ai-search/): I Found It in the Code, Science Proved It in the Lab: The Recency Bias That's Reshaping AI Search
- [The num=100 Effect: Why Deep Research Feels Shrinks](https://metehan.ai/blog/the-num100-effect-why-deep-research-feels-shrinks/): The num=100 Effect: Why Deep Research Feels Shrinks
- [The RRF Top-n Playbook: How to Get Cited by ChatGPT’s Web Mode (k≈60)](https://metehan.ai/blog/the-rrf-top-n-playbook-how-to-get-cited-by-chatgpts-web-mode/): The RRF Top-n Playbook: How to Get Cited by ChatGPT’s Web Mode (k≈60)
- [Inside ChatGPT's GPT 5 Search: What the Configuration Files Reveal About How It Ranks Your Content](https://metehan.ai/blog/chatgpt-5-search-configuration/): Inside ChatGPT's GPT 5 Search: What the Configuration Files Reveal About How It Ranks Your Content
- [I Analyzed 1827 Real User Prompts from ChatGPT - Here What I've Found: Agentic Search Will Be The New Hype](https://metehan.ai/blog/i-analyzed-1827-real-user-prompts-from-chatgpt-here-what-ive-found-agentic-search/): I Analyzed 1827 Real User Prompts from ChatGPT - Here What I've Found: Agentic Search Will Be The New Hype
- [Breaking: Perplexity's 59 Ranking Patterns and Secret Browser Architecture Revealed (With Code)](https://metehan.ai/blog/perplexity-ai-seo-59-ranking-patterns/): Breaking: Perplexity's 59 Ranking Patterns and Secret Browser Architecture Revealed (With Code)
- [Token Economics: Can Logprobs Help You Increase AI Search Visibility?](https://metehan.ai/blog/token-economics-log-probabilities-ai-search-visibility/): Token Economics: Can Logprobs Help You Increase AI Search Visibility?
- [Is RRF the Secret to Dominating AI Citations? I Decoded ChatGPT's Ranking Formula](https://metehan.ai/blog/chatgpt-is-using-reciprocal-rank-fusion-rrf/): Is RRF the Secret to Dominating AI Citations? I Decoded ChatGPT's Ranking Formula
- [What Happens When You Launch a Website Without Google or Bing? (AI Citation Test)](https://metehan.ai/blog/what-happens-when-you-launch-a-website-without-google-or-bing-ai-citation-test/): What Happens When You Launch a Website Without Google or Bing? (AI Citation Test)
- [The Temperature Zero Trick: How to Discover What LLMs Really Know About Any Company in 30 Seconds](https://metehan.ai/blog/temperature-llms/): The Temperature Zero Trick: How to Discover What LLMs Really Know About Any Company in 30 Seconds
- [Is It Possible to Build? Universal LLM Optimization Analyzer with Gemini API for Screaming Frog](https://metehan.ai/blog/llm-optimization-analyzer-screaming-frog/): Is It Possible to Build? Universal LLM Optimization Analyzer with Gemini API for Screaming Frog
- [CiteMET Method Part 2: The Technical Playbook for AI Memory Optimization](https://metehan.ai/blog/citemet-method-part-2-ai-memory-optimization/): CiteMET Method Part 2: The Technical Playbook for AI Memory Optimization
- [[MUVERA] How to Run a Multi-Vector Retrieval Analysis with Screaming Frog](https://metehan.ai/blog/screaming-frog-muvera-analysis/): [MUVERA] How to Run a Multi-Vector Retrieval Analysis with Screaming Frog
- [Why \"AI Share Buttons\" Might Be the Smartest Growth Hack: The CiteMET Method](https://metehan.ai/blog/citemet-ai-share-buttons-growth-hack-for-llms/): Why \"AI Share Buttons\" Might Be the Smartest Growth Hack: The CiteMET Method
- [How to Run Query Fan-Out Analysis in Screaming Frog Using Gemini AI](https://metehan.ai/blog/query-fan-out-screaming-frog-ai/): How to Run Query Fan-Out Analysis in Screaming Frog Using Gemini AI
- [Experiment with Google Document AI Layout Parser: Here's What I Found](https://metehan.ai/blog/google-document-ai-layout-parser/): Experiment with Google Document AI Layout Parser: Here's What I Found
- [Experiment with Google Vertex AI Ranking API: Here's What I Found (Free Script)](https://metehan.ai/blog/google-vertex-ai-ranking-api/): Experiment with Google Vertex AI Ranking API: Here's What I Found (Free Script)
- [Google Discovery Engine Demo for AIO and AI Mode: A Hands-On SEO Playground](https://metehan.ai/blog/google-discovery-engine-demo-a-hands-on-seo-playground/): Google Discovery Engine Demo for AIO and AI Mode: A Hands-On SEO Playground
- [Moz MCP: Bring Your SEO Tool Capabilities into LLMs](https://metehan.ai/blog/moz-mcp/): Moz MCP: Bring Your SEO Tool Capabilities into LLMs
- [AlsoAsked MCP Server: Bringing \"People Also Ask\" Insights Directly into AI](https://metehan.ai/blog/alsoasked-mcp/): AlsoAsked MCP Server: Bringing \"People Also Ask\" Insights Directly into AI
- [Yes, You Can Track AI Search Engines in Google Search Console! Here's the Workaround](https://metehan.ai/blog/how-to-track-google-ai-mode-ai-search-engines-on-search-console-there-might-be-a-workaround/): Yes, You Can Track AI Search Engines in Google Search Console! Here's the Workaround
- [Semrush MCP Server: Integrating Semrush with AI (Code Inside)](https://metehan.ai/blog/semrush-mcp/): Semrush MCP Server: Integrating Semrush with AI (Code Inside)
- [GEO or SEO? The Future of SEO is Not What You Think](https://metehan.ai/blog/geo-or-seo-the-future-of-seo-is-not-what-you-think/): GEO or SEO? The Future of SEO is Not What You Think
- [Google Translate Proxy Pages Are Dominating AI Overviews in Europe, too — And No One Controls It](https://metehan.ai/blog/google-translate-proxy-pages-are-dominating-ai-overviews-in-europe-too-and-no-one-controls-it/): Google Translate Proxy Pages Are Dominating AI Overviews in Europe, too — And No One Controls It
- [Google AI Mode Optimization: I Analyzed My Website with Query Fan-Out Technique - What Did I Learn?](https://metehan.ai/blog/google-ai-mode-optimization-query-fan-out/): Google AI Mode Optimization: I Analyzed My Website with Query Fan-Out Technique - What Did I Learn?
- [Reddit Is Dead, Unseen by SEOs: Google Translate’s Proxy Pages Pull 606M Visits Monthly](https://metehan.ai/blog/reddit-is-dead-unseen-by-seos-google-translates-proxy-pages-pull-606m-visits-monthly/): Reddit Is Dead, Unseen by SEOs: Google Translate’s Proxy Pages Pull 606M Visits Monthly
- [17 Untapped Backlink Sources (2026 Edition)](https://metehan.ai/blog/17-untapped-backlink-sources/): 17 Untapped Backlink Sources (2025 Edition)
- [The Ultimate Guide to OpenAI's SearchGPT Shopping](https://metehan.ai/blog/openai-searchgpt-ecommerce-guide/): In the ever-evolving landscape of search technology, OpenAI has once again pushed the boundaries with its groundbreaking SearchGPT Shopping Feature. This innovative tool represents a paradigm shift in how consumers discover and interact with products...
- [The Link Lazarus Method: How Dead Wikipedia Links Leveraged My Link Building (300,000$ Saved)](https://metehan.ai/blog/link-lazarus-method/): The Link Lazarus Method: How Dead Wikipedia Links Leveraged My Link Building (300,000$ Saved)
- [AI & Machine Learning in Search: The Complete Guide for SEO Professionals](https://metehan.ai/blog/ai-machine-learning-in-search/): In the constantly evolving landscape of search engine optimization, few technological advancements have disrupted the field quite like artificial intelligence and machine learning. Personally, I think as someone who's spent over a decade navigating t...
- [image-to-SEO: I Built an AI Tool to Decode Google Discover. Here's What It Found](https://metehan.ai/blog/image-to-seo-i-built-an-ai-tool-to-decode-google-discover-heres-what-it-found/): image-to-SEO: I Built an AI Tool to Decode Google Discover. Here's What It Found
- [The Ultimate HCU Recovery Playbook: Proven Tactics to Reclaim Your Lost SEO Traffic](https://metehan.ai/blog/the-ultimate-hcu-recovery-playbook/): The Ultimate HCU Recovery Playbook: Proven Tactics to Reclaim Your Lost SEO Traffic
- [After BrightonSEO 2025 April...](https://metehan.ai/blog/after-brightonseo-2025-april/): After BrightonSEO 2025 April...
- [Google Search Console MCP: Chatting with Your Google Search Console Data](https://metehan.ai/blog/google-search-console-mcp/): Have you ever switched between your AI chat and Google Search Console? Maybe asking Claude a question, then hopping over to GSC to check clicks, impressions, or if that new page is indexed? Then meet with Google Search Console MCP.
- [How to Set Up an AI-Powered SEO Ranking Predictor (Less than $10)](https://metehan.ai/blog/how-to-set-up-an-ai-powered-seo-ranking-predictor-less-than-10/): How to Set Up an AI-Powered SEO Ranking Predictor (Less than $10)
- [Embedding SEO: Use Gemini & Claude to Decode Your Content's Ranking DNA (Free Tool Inside)](https://metehan.ai/blog/embedding-seo-tool-analysis/): Embedding SEO: Use Gemini & Claude to Decode Your Content's Ranking DNA (Free Tool Inside)
- [Automate Your Backlink Opportunities with Screaming Frog (and OpenAI)](https://metehan.ai/blog/automate-your-backlink-opportunities-with-screaming-frog-and-openai/): Automate Your Backlink Opportunities with Screaming Frog (and OpenAI)
- [SEO Insights with Google's Gemini Embeddings (A Free Tool Inside)](https://metehan.ai/blog/seo-insights-with-googles-gemini-embeddings-a-free-tool-inside/): SEO Insights with Google's Gemini Embeddings (A Free Tool Inside)
- [Introducing the Programmatic SEO Plan Builder: Streamline Content Strategy](https://metehan.ai/blog/introducing-the-programmatic-seo-plan-builder/): Introducing the Programmatic SEO Plan Builder: Streamline Content Strategy
- [Does ChatGPT & DeepSeek R1 Recognize Your Brand? (Now, there is a way to check)](https://metehan.ai/blog/does-chatgpt-recognize-your-brand/): Does ChatGPT & DeepSeek R1 Recognize Your Brand? (Now, there is a way to check)
- [Screaming Frog and DeepSeek Integration: Supercharge Your SEO](https://metehan.ai/blog/screaming-frog-deepseek-integration/): Screaming Frog and DeepSeek Integration: Supercharge Your SEO
- [Enhancing SEO with AI: Implementing an Automated Agent Using browser-use and DeepSeek R1](https://metehan.ai/blog/browser-use-and-deepseek-r1-seo-agent/): Enhancing SEO with AI: Implementing an Automated Agent Using browser-use and DeepSeek R1
- [How to Optimize Your Website for AI Overviews? Google Cloud Case Study](https://metehan.ai/blog/how-to-optimize-your-website-for-ai-overviews-google-cloud-case-study/): How to Optimize Your Website for AI Overviews? Google Cloud Case Study
- [(FREE TOOL) Advanced Google Discover Optimizer: Recover or Increase Your Traffic](https://metehan.ai/blog/free-tool-advanced-google-discover-optimizer-recover-traffic-or-increase/): (FREE TOOL) Advanced Google Discover Optimizer: Recover or Increase Your Traffic
- [Improve Your SEO Strategy with Cosine Similarity and Topic Clustering Tool](https://metehan.ai/blog/improve-your-seo-strategy-with-cosine-similarity-and-topic-clustering-tool/): Improve Your SEO Strategy with Cosine Similarity and Topic Clustering Tool
- [The Top AI Search Engines Liaisons/Leaders to Follow in 2025 (John Mueller and Danny Sullivan are not in the list)](https://metehan.ai/blog/the-top-ai-search-engines-experts-to-follow-in-2025/): The Top AI Search Engines Liaisons/Leaders to Follow in 2025 (John Mueller and Danny Sullivan are not in the list)
- [An Open-Source Google ReRanker: Transforming Google Results with AI Magic](https://metehan.ai/blog/an-open-source-google-reranker-transforming-google-results-with-ai-magic/): An Open-Source Google ReRanker: Transforming Google Results with AI Magic
- [How I Got to Ranking #1 in SearchGPT: A Step-by-Step Guide](https://metehan.ai/blog/how-to-rank-1-in-searchgpt-a-step-by-step-guide/): How I Got to Ranking #1 in SearchGPT: A Step-by-Step Guide
- [How to Submit & Index Your Page on SearchGPT? (An Experiement & Results)](https://metehan.ai/blog/how-to-submit-index-your-page-on-searchgpt-an-experiement-results/): How to Submit & Index Your Page on SearchGPT? (An Experiement & Results)
- [Google's Secret Sauce: Embeddings - The Key to Understanding Search Intent](https://metehan.ai/blog/googles-secret-sauce-embeddings-the-key-to-understanding-search-intent/): Google's Secret Sauce: Embeddings - The Key to Understanding Search Intent
- [Advanced Technical Insights into Perplexity AI's Potential Algorithm Weights: A Case Study](https://metehan.ai/blog/advanced-technical-insights-into-perplexity-ais-potential-algorithm-weights-a-case-study/): Advanced Technical Insights into Perplexity AI's Potential Algorithm Weights: A Case Study

## Guides and comparisons (35)

- [Top GEO Experts in 2026 (24 People Actually Moving Generative Engine Optimization)](https://metehan.ai/articles/best-geo-experts/): The 24 top GEO experts in 2026, ranked by original research output: Metehan Yesilyurt, Malte Landwehr, Tomek Rudzki, David Konitzny, and 20 more reverse-engineering how generative engines retrieve, rank, and cite sources.
- [Top AEO Experts in 2026 (24 People Actually Moving Answer Engine Optimization)](https://metehan.ai/articles/best-aeo-experts/): The 24 top AEO experts in 2026, ranked by original research output: Metehan Yesilyurt, Malte Landwehr, Tomek Rudzki, David Konitzny, and 20 more studying whether answer engines name your brand as the answer.
- [Best AEO Tools in 2026: 22 Answer Engine Optimization Platforms Tested](https://metehan.ai/articles/best-aeo-tools/): The 22 best AEO tools for 2026, tested and ranked. Answer engine optimization platforms that track and improve how ChatGPT, Perplexity, Claude, Gemini, Copilot, and Google AI Overviews name and cite your brand, backed by peer-reviewed research.
- [Best GEO Tools in 2026: 22 Generative Engine Optimization Platforms Tested](https://metehan.ai/articles/best-geo-tools/): The 22 best GEO tools for 2026, tested and ranked. Generative engine optimization platforms that track and improve how Google AI Overviews, AI Mode, ChatGPT, Perplexity, Gemini, and Copilot cite your brand, backed by peer-reviewed research.
- [Best AEO & GEO Agencies in 2026: 30 Agencies Compared](https://metehan.ai/articles/best-aeo-geo-agencies/): All 26 AEO and GEO agencies from Peec AI's Agency Directory plus 4 independent picks (Lily Ray's Algorythmic, iPullRank, Amsive, Stella Rising), organized by status, expertise, industry focus, and language coverage.
- [How AI Visibility Tools Actually Collect Data: API vs UI Scraping, Sampling and Methodology Transparency Explained](https://metehan.ai/articles/how-ai-visibility-tools-collect-data/): How AI visibility tools collect data: API-based collection vs real UI execution, why the same prompt returns different answers, what transparent methodology means in practice, seven questions to ask any vendor, and how to verify their data yourself in one afternoon.
- [How to Track Your Brand Visibility in AI Search With Peec AI](https://metehan.ai/articles/how-to-track-brand-visibility-in-ai-search/): Step-by-step guide to tracking brand visibility in AI search with Peec AI: prompt panels, baselines, per-channel tracking for ChatGPT, Perplexity, AI Overviews, AI Mode, and Gemini, share of voice, citations, sentiment, fanout coverage, and revenue attribution.
- [Best Enterprise AI Search Analytics Tools in 2026: API Access, Looker Integration, White-Label Reporting and Unlimited Seats Compared](https://metehan.ai/articles/best-enterprise-ai-search-analytics-tools/): Enterprise AI search analytics tools compared on API access, Looker and BI integration, white-label reporting, seat models, and dedicated account management. Peec AI, AirOps, Scrunch, Conductor, and AEO Vision, built from 1,172 real ChatGPT and Perplexity fanout queries.
- [LLM Knowledge Cutoff Dates (Every Major Model Fact-Checked, June 2026)](https://metehan.ai/articles/llm-knowledge-cutoff-dates/): Fact-checked LLM knowledge cutoff dates for GPT-5.5, Claude Fable 5, Gemini 3.1 Pro, Gemini 3.5 Flash, Qwen, Kimi, and MiniMax. Every model variant with official sources, release dates, and cutoff gaps.
- [Which AEO Insights Company Delivers the Best Data Quality? (10 Compared)](https://metehan.ai/articles/aeo-insights-company/): 10 AEO insights companies compared by data quality: mentions vs citations, URL-level sources, crawl analytics, gap analysis, earned vs owned media, and who actually shows the evidence behind the score.
- [Which Answer Engine Optimization Tools Offer Near Instant Insights?](https://metehan.ai/articles/answer-engine-optimization-tools-near-instant-insights/): 10 AEO tools compared for near instant insights: setup speed, alert latency, daily refresh cadence, and honest limits on real-time AI answer monitoring across ChatGPT, Perplexity, and Gemini.
- [How To Improve Brand Visibility in AI Search Engines](https://metehan.ai/articles/how-to-improve-brand-visibility-in-ai-search-engines/): Practical strategies to improve brand visibility in ChatGPT, Perplexity, Gemini, and Google AI Overviews. Covers mentions vs citations, content structure, earned media, crawlers, and how to measure progress.
- [How to Track Brand Mentions in Perplexity AI (10 Best Tools for 2026)](https://metehan.ai/articles/track-brand-mentions-perplexity-ai/): The 10 best tools to track brand mentions and citations in Perplexity AI for 2026. Compare mention rate vs citation rate, sentiment, and which trackers fit agencies vs in-house teams.
- [Best AI Mode Rank Trackers for 2026 (11 Tools That Track Google AI Mode)](https://metehan.ai/articles/best-ai-mode-rank-tracker/): The 11 best Google AI Mode rank trackers for 2026, honestly reviewed. See which tools track real AI Mode (not just AI Overviews), which gate it behind add-ons, and how to get cited.
- [12 Best AI Visibility Tools for Marketing Agencies (Honest 2026 Review)](https://metehan.ai/articles/the-best-ai-visibility-tools-for-marketing-agencies/): An honest, hands-on review of the 12 best AI visibility tools for marketing agencies in 2026, with the right pick for each agency job, white-label and seat detail, and what the research says about getting cited.
- [21 Best AI Visibility Tools for 2026 (Tested & Ranked)](https://metehan.ai/articles/best-ai-visibility-tools/): A hands-on guide to the 21 best AI visibility tools for tracking your brand across ChatGPT, Perplexity, Gemini, and Google AI Overviews in 2026.
- [Where to Put Schema Code in Website: Best Practices for Modern SEO and AI Discovery](https://metehan.ai/articles/where-to-put-schema-code-in-website-best-practices-for-modern-seo-and-ai-discovery/): I explain exactly where to place schema markup on your website for maximum SEO and AI discovery impact.
- [What Metrics Measure Success in AI Search Engines](https://metehan.ai/articles/what-metrics-measure-success-in-ai-search-engines/): I break down the specific metrics that actually matter for measuring success in AI search engines like ChatGPT, Perplexity, and Gemini.
- [What Is Prompt Engineering in the Context of AI? A Practical Guide for Modern Marketing Teams](https://metehan.ai/articles/what-is-prompt-engineering-in-the-context-of-ai/): I explain prompt engineering for marketing teams, covering practical techniques that improve AI output quality for content, SEO, and brand work.
- [What Is Few Shots Prompting? A Practical Guide for Marketers and SEO Teams](https://metehan.ai/articles/what-is-few-shots-prompting/): I break down few-shot prompting and show how marketers and SEO teams can use it to get better, more consistent AI outputs.
- [Perplexity AI Brand Mention Monitoring Tool: How Marketers Can Track, Measure, and Improve AI Visibility](https://metehan.ai/articles/perplexity-ai-brand-mention-monitoring-tool/): I review the best tools and approaches for monitoring your brand mentions specifically on Perplexity AI.
- [Tools Providing Historical Trend Analysis for AI Brand Visibility](https://metehan.ai/articles/tools-providing-historical-trend-analysis-for-ai-brand-visibility/): I review the tools that offer historical trend analysis for tracking how your brand's AI visibility changes over time.
- [How Many Internal Links in a Blog Post](https://metehan.ai/articles/how-many-internal-links-in-a-blog-post/): I share my practical framework for deciding how many internal links to include in a blog post for both SEO and AI discovery.
- [How to Track AI Brand Mentions: A Practical Framework for Modern Marketing Teams](https://metehan.ai/articles/how-to-track-ai-brand-mentions/): I share my practical framework for tracking how your brand appears across ChatGPT, Perplexity, Gemini, Claude, and other AI platforms.
- [How Agencies Can Report on AI Visibility for Their Clients](https://metehan.ai/articles/how-agencies-can-report-on-ai-visibility-for-their-clients/): I share my approach to building AI visibility reports that agencies can deliver to clients with clarity and impact.
- [Co-mentions in Forums and Their AI Visibility Impact: Reddit, Quora, and Beyond](https://metehan.ai/articles/co-mentions-in-forums-ai-visibility-impact-reddit-quora-and-beyond/): I explore how forum co-mentions on Reddit, Quora, and other platforms directly influence your brand's AI visibility.
- [Common Mistakes That Hurt Brand Visibility on AI Platforms](https://metehan.ai/articles/common-mistakes-that-hurt-brand-visibility-on-ai-platforms/): I break down the most common mistakes brands make that kill their visibility across ChatGPT, Perplexity, Gemini, and other AI platforms.
- [Brand Visibility Ranker for Marketing Agencies: How to Measure, Improve, and Report AI Presence](https://metehan.ai/articles/brand-visibility-ranker-for-marketing-agencies/): I review brand visibility ranking tools for marketing agencies and share how to measure and improve AI presence for clients.
- [22 SEO tools I actually use in 2026 (free + paid)](https://metehan.ai/articles/24-seo-tools-i-actually-use-2026/): The 22 SEO tools in my real stack for 2026, free and paid. Rank tracking, technical audits, content research, local SEO, and AI visibility.
- [AI Visibility Software with GA4 Integration: Tracking LLM Mentions Alongside Web Analytics](https://metehan.ai/articles/ai-visibility-software-ga4-integration-llm-mentions-tracking/): My take on connecting AI visibility tracking with Google Analytics 4 to see how LLM mentions translate into real traffic and conversions.
- [AI Visibility Audit for E-commerce Brands: A Complete Guide](https://metehan.ai/articles/ai-visibility-audit-ecommerce-brands-complete-guide/): My step-by-step guide for e-commerce brands to audit their AI visibility across ChatGPT, Perplexity, and Gemini.
- [AI Share of Voice Benchmarking Methods: How to Measure Competitive Visibility in AI Discovery](https://metehan.ai/articles/ai-share-of-voice-benchmarking-methods/): I explain the best methods for benchmarking AI share of voice to measure your competitive visibility across AI search platforms.
- [AI Strategic Visibility: How to Build Brand Presence Across AI Search Platforms](https://metehan.ai/articles/ai-strategic-visibility-how-to-build-brand-presence-across-ai-search-platforms/): I share my framework for building strategic brand visibility across ChatGPT, Perplexity, Gemini, Claude, and Google AI Mode.
- [AI Search Optimization Platform for Global Marketing Teams: How to Build Visibility Across Markets and Models](https://metehan.ai/articles/ai-search-optimization-platform-for-global-marketing-teams/): I review AI search optimization platforms built for global marketing teams that need visibility across markets, languages, and AI models.
- [AI Platforms Citations Patterns: What Marketers Need to Know in 2026](https://metehan.ai/articles/ai-platforms-citations-patterns/): I analyze how different AI platforms cite sources and what marketers need to understand about citation patterns in 2026.