--- title: "AI Discovery Engineering" url: https://citaeotion.ai/category/ai-discovery-engineering/ type: term taxonomy: category taxonomy_label: "Category" count: 17 lang: en --- # AI Discovery Engineering ## Latest entries - [How to Block AI Scraper Bots Without Losing AI Search Visibility](https://citaeotion.ai/block-ai-scraper-bots/) — To block AI scraper bots without losing AI search visibility, separate the crawlers that take from the crawlers that refer. Disallow named training agents in robots.txt, enforce the decision at the... - [JavaScript Rendering and AI Crawlers: Can LLMs Read Your Client-Side Content?](https://citaeotion.ai/javascript-rendering-ai-crawlers/) — JavaScript rendering and AI crawlers are a poor match, because none of the major AI crawlers execute scripts before they read a page. GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, Claude-SearchBot,... - [HTTP Status Codes and AI Crawlers: What 301s and 404s Tell GPTBot](https://citaeotion.ai/http-status-codes-ai-crawlers/) — HTTP status codes tell AI crawlers whether a page exists, has moved, or is off limits, and the code arrives before a single byte of content does. A 200 invites GPTBot to read, a 301 sends it to the... - [AI Visibility Report for Clients: What to Include](https://citaeotion.ai/ai-visibility-report-for-clients/) — An AI visibility report for clients shows where a brand appears in AI-generated answers, which sources the models cite when they build those answers, and how the brand stacks up against competitors.... - [WordPress Content Structure for AI Citations](https://citaeotion.ai/content-structure-for-ai-citations/) — Content structure for AI citations means organizing a page so an AI system can lift a single passage out and attribute it back to you. Clear headings, labeled sections, and self-contained answer... - [AI Crawler Access Control: Allow Lists, Rate Limits, and Logs](https://citaeotion.ai/ai-crawler-access-control/) — AI crawler access control is the deliberate decision about which AI bots may read your site, how much they may take, and what you can prove afterward. It runs on 3 layers: allow lists that admit... - [Cloudflare AI Bot Blocking vs Tracking](https://citaeotion.ai/cloudflare-ai-bot-blocking-vs-tracking/) — Cloudflare AI bot blocking stops crawlers at the network edge, while tracking tells you which AI bots hit which pages, and the two solve different problems that both matter. Cloudflare AI bot... - [How to Structure WordPress Content for Maximum AI Crawler Discovery in 2026](https://citaeotion.ai/structure-wordpress-content-for-ai-crawler-discovery/) — TLDR: Structuring WordPress content for AI crawler discovery is five moves - clean headings, direct answers, raw HTML, fast Core Web Vitals, and explicit entities - then reading the crawl to confirm... - [robots.txt for AI Crawlers](https://citaeotion.ai/robots-txt-for-ai-crawlers/) — robots.txt for AI crawlers uses User-agent and Disallow lines to allow or block bots like GPTBot and ClaudeBot, but the file is voluntary, so some crawlers ignore it entirely. robots.txt for AI... - [AI Discovery Engineering in 2026: How to Ensure AI Crawlers Find Your Content First](https://citaeotion.ai/ai-discovery-engineering-ensure-ai-crawlers-find-content/) — Before an AI model can cite you, a crawler has to find and read you, and most site owners cannot see whether that is happening. AI discovery engineering is the work of making sure AI crawlers can... - [llms.txt Explained and How to Create One](https://citaeotion.ai/llms-txt-explained/) — llms.txt is a proposed plain-text file that lists your most important pages in Markdown so AI models can find clean content fast, but adoption stays limited and no major AI company has confirmed its... - [What 100,000 AI Crawler Visits Across 20 Sites Taught Us](https://citaeotion.ai/ai-crawler-visits-20-sites/) — In 40 days, AI crawlers hit 20 sites 114,644 times. The surprise: most of it is training harvest, not the search crawling that gets you cited. - [How to Rank in Google AI Overviews and AI Mode in 2026](https://citaeotion.ai/rank-in-google-ai-overviews/) — AI Overviews and AI Mode cite pages that answer a specific sub-question, prove real expertise, and stay crawlable for Googlebot. The 2026 playbook plus how to verify. - [AI Citation Patterns 2026: Which Bots Reference Your Content and Why](https://citaeotion.ai/ai-citation-patterns-which-bots-reference-your-content/) — TLDR: Every AI platform has its own citation fingerprint, ChatGPT leans on Wikipedia, Perplexity on Reddit, Claude on authoritative sources, so tailor content by platform and track which bots... - [Structured Data and Schema for AI Citations: The 4 Types That Matter](https://citaeotion.ai/schema-for-ai-citations/) — Schema does not rank you, but it hands AI engines clean, unambiguous facts. The four types that help citations most, how to implement them, and how to validate. - [How to Get Cited by ChatGPT in 2026 (GPTBot, OAI-SearchBot, and Proof)](https://citaeotion.ai/how-to-get-cited-by-chatgpt/) — The documented path to ChatGPT citations: allow the right OpenAI bots, write answers a model can lift, add schema, earn authority, and verify with server logs. - [How to Get Cited by Perplexity in 2026 (Freshness, Sources, PerplexityBot)](https://citaeotion.ai/how-to-get-cited-by-perplexity/) — Perplexity cites fresh, well-sourced pages its crawler can reach. Allow PerplexityBot, show dates, back claims with data, structure for extraction, and verify with logs.