--- id: "/ai-search-visibility-seo-geo-aeo/advanced/" title: "AI search visibility (SEO/GEO/AEO) for advanced learners" url: "https://skillissue.dev/ai-search-visibility-seo-geo-aeo/advanced/" --- [Home](/index.md) · [AI search visibility (SEO/GEO/AEO)](/ai-search-visibility-seo-geo-aeo/index.md) # AI search visibility (SEO/GEO/AEO) for advanced learners AI search visibility (SEO/GEO/AEO) for advanced learners brings together 32 resources with credited original sources. Use prerequisite levels to find learning material; unrated entities remain available in the full collection. [Beginner](/ai-search-visibility-seo-geo-aeo/beginner/index.md) [Intermediate](/ai-search-visibility-seo-geo-aeo/intermediate/index.md) [Advanced](/ai-search-visibility-seo-geo-aeo/advanced/index.md) [Expert](/ai-search-visibility-seo-geo-aeo/expert/index.md) 32 resources · page 1 of 1 - ### [aaron-marketing-skills](/e/aaron-he-zhu-aaron-marketing-skills/index.md) by [Aaron Zhu](https://github.com/aaron-he-zhu) Set of 120 marketing agent skills across seven disciplines, SEO and GEO among them, installable as a plugin or as portable skills. Intermediate–Advanced learning_resource skill-library en - ### [chatgpt-seo](/e/agricidaniel-chatgpt-seo/index.md) by [Agrici Daniel](https://github.com/AgriciDaniel) Unofficial ChatGPT plugin, installed from a ZIP, with prompts that turn a page URL, draft or Search Console export into SEO fixes with verification steps. Intermediate–Advanced learning_resource skill-library en - ### [claude-seo](/e/agricidaniel-claude-seo/index.md) by [Agrici Daniel](https://github.com/AgriciDaniel) Claude Code plugin with 26 sub-skills and 19 subagents for technical SEO, E-E-A-T, schema, GEO, local and international SEO audits. Intermediate–Advanced learning_resource skill-library en - ### [About Applebot](/e/applebot/index.md) by [Apple](https://www.apple.com) Apple's page on Applebot and Applebot-Extended, showing how to keep content out of Apple model training while staying crawlable for Siri and Spotlight. Intermediate–Advanced learning_resource docs West en - ### [geo-optimizer-skill](/e/auriti-labs-geo-optimizer-skill/index.md) by [Auriti Labs](https://github.com/Auriti-Labs) CLI, MCP server and agent skill that score a URL 0 to 100 on whether AI engines can crawl, parse and cite it, with a list of fixes. Intermediate–Advanced learning_resource skill-library West en - ### [AI Performance in Bing Webmaster Tools](/e/bing-ai-performance/index.md) by [Microsoft](https://www.microsoft.com) Bing Webmaster Tools help on the AI Performance report, which lists a site's pages cited in AI answers and the grounding queries behind them. Intermediate–Advanced learning_resource docs West en - ### [Bing Webmaster Guidelines](/e/bing-webmaster-guidelines/index.md) by [Microsoft](https://www.microsoft.com) Bing's rules for crawling, indexing and ranking, which also set eligibility for Copilot answers, grounding API results and citations. Intermediate–Advanced learning_resource docs West en - ### [Cloudflare AI Crawl Control](/e/cloudflare-ai-crawl-control/index.md) by [Cloudflare](https://www.cloudflare.com) Cloudflare docs for seeing which AI crawlers visit a site and allowing, blocking or charging each one at the network edge. Intermediate–Advanced learning_resource docs West en - ### [Markdown for Agents](/e/cloudflare-markdown-for-agents/index.md) by [Cloudflare](https://www.cloudflare.com) Cloudflare feature that converts a page's HTML to Markdown at the edge when a client asks for text/markdown in the Accept header. Intermediate–Advanced learning_resource docs West en - ### [Common Crawl CCBot](/e/common-crawl-ccbot/index.md) by [Common Crawl Foundation](https://commoncrawl.org) Common Crawl's page on CCBot, its user agent and robots.txt handling; the Common Crawl archive is a frequent source of LLM training text. Intermediate–Advanced learning_resource docs West en - ### [Google's common crawlers](/e/google-common-crawlers/index.md) by [Google](https://developers.google.com) Google's list of its crawlers and robots.txt tokens, including Google-Extended, which controls Gemini training and grounding use without affecting Search. Intermediate–Advanced learning_resource docs West en - ### [Generative AI performance report (Search)](/e/google-search-console-genai-performance-report/index.md) by [Google](https://developers.google.com) Search Console report of a site's impressions in AI Overviews and AI Mode by page, country, device and date; it does not include clicks. Intermediate–Advanced learning_resource docs West en - ### [Performance report (Search results)](/e/google-search-console-performance-report/index.md) by [Google](https://developers.google.com) Search Console help on the Performance report, which lists the queries and pages behind a site's clicks, impressions and average positions. Intermediate–Advanced learning_resource docs West en - ### [Search generative AI control](/e/google-search-generative-ai-control/index.md) by [Google](https://developers.google.com) Search Console setting, rolled out worldwide in August 2026, that includes or excludes a site from AI Overviews, AI Mode and Discover generative features. Intermediate–Advanced learning_resource docs West en - ### [General Structured Data Guidelines](/e/google-structured-data-guidelines/index.md) by [Google](https://developers.google.com) Google's eligibility rules for structured data, covering technical requirements, content policies and the manual actions that remove rich results. Intermediate–Advanced learning_resource docs West en - ### [The AI Search Manual](/e/ipullrank-ai-search-manual/index.md) by [iPullRank (Mike King)](https://ipullrank.com) Free book from iPullRank on how AI search retrieves and cites content, with chapters on query fan-out, passage relevance and measuring results. Intermediate–Advanced learning_resource book West en - ### [fire-your-seo-agency](/e/leopard627-fire-your-seo-agency/index.md) by [Leopard627](https://github.com/leopard627) Claude Code skill that audits a site against public SEO, AEO and GEO checklists, applies fixes and re-measures, in English and Korean. Intermediate–Advanced learning_resource skill-library other en - ### [llms.txt in Mintlify](/e/mintlify-llms-txt/index.md) by [Mintlify](https://mintlify.com) Mintlify docs on the llms.txt and llms-full.txt files it hosts automatically for every documentation site, and how to override them. Intermediate–Advanced learning_resource docs West en - ### [gtm-engineer-skills](/e/onvoyage-ai-gtm-engineer-skills/index.md) by [Voyage AI](https://github.com/onvoyage-ai) Agent skills that each produce a GTM file, such as keyword and GEO prompt clusters, an AEO audit, a backlink plan or website code fixes. Intermediate–Advanced learning_resource skill-library en - ### [Product feed specification](/e/openai-product-feed-spec/index.md) by [OpenAI](https://openai.com) OpenAI's list of required and optional product feed fields that merchants submit so their products can be shown and bought inside ChatGPT. Intermediate–Advanced learning_resource docs West en - ### [Perplexity Crawlers](/e/perplexity-crawlers/index.md) by [Perplexity](https://www.perplexity.ai) Perplexity's page on PerplexityBot and Perplexity-User, with their user-agent strings, published IP ranges and how robots.txt applies to each. Intermediate–Advanced learning_resource docs West en - ### [aeo-skills](/e/psyduckler-aeo-skills/index.md) by [psyduckler](https://github.com/psyduckler) Agent skills for prompt research and tracking a brand in Gemini AI Overviews, ChatGPT and Perplexity, storing every raw response as JSON. Intermediate–Advanced learning_resource skill-library en - ### [The Website Specification](/e/specification-website/index.md) by [Joost de Valk](https://joost.blog) Joost de Valk's sourced reference of web standards from HTML head tags to robots.txt, llms.txt and security.txt, also queryable through an MCP server. Intermediate–Advanced learning_resource guide West en - ### [geo-seo-claude](/e/zubair-trabzada-geo-seo-claude/index.md) by [Zubair Trabzada](https://github.com/zubair-trabzada) Claude Code skill with /geo commands for AI crawler access, citability scoring, llms.txt, schema, brand mentions and technical SEO audits of a URL. Intermediate–Advanced learning_resource skill-library West en - ### [Evaluating Verifiability in Generative Search Engines](/e/arxiv-2304-09848/index.md) by [Nelson F. Liu, Tianyi Zhang, Percy Liang](https://arxiv.org/abs/2304.09848) Human audit of four generative search engines measuring how many answer sentences are fully supported by their citations and how many citations support them. Advanced–Expert learning_resource paper West en - ### [Manipulating Large Language Models to Increase Product Visibility](/e/arxiv-2404-07981/index.md) by [Aounon Kumar, Himabindu Lakkaraju](https://arxiv.org/abs/2404.07981) Harvard study showing that an optimised text sequence added to a product page raises how often an LLM lists that product as its top recommendation. Advanced–Expert learning_resource paper West en - ### [Ranking Manipulation for Conversational Search Engines](/e/arxiv-2406-03589/index.md) by [Samuel Pfrommer, Yatong Bai, Tanmay Gautam, Somayeh Sojoudi](https://arxiv.org/abs/2406.03589) Study of how text injected into product pages changes the order in which conversational search engines rank and cite those products. Advanced–Expert learning_resource paper West en - ### [Adversarial Search Engine Optimization for Large Language Models](/e/arxiv-2406-18382/index.md) by [Fredrik Nestaas, Edoardo Debenedetti, Florian Tramèr](https://arxiv.org/abs/2406.18382) ETH Zurich paper on preference manipulation attacks, where web pages or plugin docs steer an LLM to promote one product and discredit rivals. Advanced–Expert learning_resource paper West en - ### [C-SEO Bench: Does Conversational SEO Work?](/e/arxiv-2506-11097/index.md) by [Haritz Puerto, Martin Gubri, Tommaso Green, Seong Joon Oh, Sangdoo Yun](https://arxiv.org/abs/2506.11097) Benchmark that tests published conversational SEO methods across several domains and with many competing actors, asking whether they raise visibility. Advanced–Expert learning_resource paper en - ### [Generative Engine Optimization: How to Dominate AI Search](/e/arxiv-2509-08919/index.md) by [Mahe Chen, Xiaoxuan Wang, Kaiwen Chen, Nick Koudas](https://arxiv.org/abs/2509.08919) University of Toronto experiments comparing which sources AI search engines and Google cite across verticals, languages and query types. Advanced–Expert learning_resource paper West en - ### [What Generative Search Engines Like and How to Optimize Web Content Cooperatively](/e/arxiv-2510-11438/index.md) by [Yujiang Wu, Shanshan Zhong, Yubin Kim, Chenyan Xiong](https://arxiv.org/abs/2510.11438) Carnegie Mellon paper introducing AutoGEO, which learns generative engines' content preferences and rewrites pages to match them. Advanced–Expert learning_resource paper West en - ### [E-GEO: A Testbed for Generative Engine Optimization in E-Commerce](/e/arxiv-2511-20867/index.md) by [Puneet S. Bagga, Vivek F. Farias, Tamar Korkotashvili, Tianyi Peng, Yuhang Wu](https://arxiv.org/abs/2511.20867) Testbed of e-commerce queries for measuring how rewriting product descriptions changes their ranking in generative engine answers. Advanced–Expert learning_resource paper West en [Plain-text Markdown copy](/ai-search-visibility-seo-geo-aeo/advanced/index.md)