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Citation Crawlers vs Training Crawlers

Training crawlers collect pages to train AI models; citation crawlers index or fetch pages so AI answers can cite them. Each has its own robots.txt token.
Updated October 15, 2026
SEO

Definition

Citation crawlers and training crawlers are two kinds of AI bots that visit websites for different reasons. Training crawlers collect content that may be used to train future AI models. Citation crawlers fetch content so that an AI search product can find, quote and link to a page in its answers. Most AI companies run separate bots for each job with separate robots.txt tokens, so a site can allow one and block the other.

Citation crawlers come in two forms. Search index crawlers, such as OpenAI's OAI-SearchBot, Anthropic's Claude-SearchBot and PerplexityBot, crawl the web in advance to build the index an AI search feature retrieves from. User-triggered fetchers, such as ChatGPT-User, Claude-User and Perplexity-User, request a specific page at the moment a user's question needs it. Training crawlers include GPTBot, ClaudeBot and Common Crawl's CCBot. The AI crawlers and OpenAI crawlers entries list more.

The providers document the split explicitly. OpenAI's crawler documentation says each setting is independent: a site can allow OAI-SearchBot to appear in ChatGPT search while disallowing GPTBot to keep its content out of training. Sites that block OAI-SearchBot are left out of ChatGPT search answers, apart from plain navigational links. OpenAI also notes that ChatGPT-User acts on behalf of a user, so robots.txt rules may not apply to it, and that it does not decide search inclusion. Anthropic's help center describes the same three roles for ClaudeBot, Claude-SearchBot and Claude-User, and says all three follow robots.txt.

Google and Apple use a different model: one crawler plus a control token. Google-Extended is a robots.txt token, not a bot. Disallowing it stops content from being used to train Gemini models and to ground answers in the Gemini app and Vertex AI, but Google's crawler documentation says it does not affect inclusion in Google Search. AI Overviews and AI Mode are part of Search, so they follow Googlebot rules. Apple's Applebot-Extended works the same way for Apple's model training.

Mixing these up leads to the most common GEO mistake: copying a 'block AI bots' robots.txt snippet that disallows every AI user agent, including the search and user-triggered bots. That keeps content out of training but also out of ChatGPT, Claude and Perplexity answers. The opposite mistake happens too: a site allows everything in robots.txt while its CDN's bot protection returns 403 errors to OAI-SearchBot or Claude-User.

A workable policy decides the two questions separately. Citation crawlers should reach any page you want cited. Training crawlers are a business decision about licensing, competitive exposure and long-term brand presence in model knowledge. Then verify the result in your AI crawler logs: check status codes per bot, confirm requests come from the providers' published IP ranges (AI crawler verification), and watch whether citation-crawler activity rises on the pages you care about. Promptwatch's crawler data shows how quickly this traffic can change: Claude's citation crawler grew more than 100x as a share of tracked AI citation-crawler traffic between December 2025 and June 2026.

Examples of Citation Crawlers vs Training Crawlers

  • A news publisher disallows GPTBot, ClaudeBot and Google-Extended to keep its archive out of model training, while allowing OAI-SearchBot, Claude-SearchBot, PerplexityBot and the user-triggered fetchers so its articles can still be cited.
  • A SaaS company copies a 'block all AI' robots.txt from a blog post, sees its ChatGPT citations fall to zero within a week, and restores access for OAI-SearchBot and ChatGPT-User.
  • A retailer's robots.txt allows every AI bot, but its crawler logs show Claude-User receiving 403 responses from a CDN bot-fight rule, which explains why Claude never cites its product pages.
  • A documentation site sees Claude-User requests multiply after developers start using Claude Code, and confirms in its logs which requests come from Anthropic's published IP ranges and which come from developers' own machines.

Terms related to Citation Crawlers vs Training Crawlers

AI Web Crawlers

AI crawlers are bots run by AI companies that fetch web pages for model training, AI search indexes or live answers, like GPTBot, ClaudeBot and PerplexityBot.

AI

OpenAI Crawlers

OpenAI crawlers are the user agents OpenAI uses on the web: OAI-SearchBot for ChatGPT search, GPTBot for training, ChatGPT-User and OAI-AdsBot.

AI

Robots.txt

Robots.txt is a root-level file that tells crawlers which URLs they may fetch. It now decides whether AI search and training bots can reach your content.

SEO

AI Crawler Logs

AI crawler logs are server or CDN records of requests from AI bots like GPTBot, OAI-SearchBot, ClaudeBot and PerplexityBot: what they fetch and what they get.

Analytics

AI Crawler Verification

AI crawler verification confirms a request claiming to be GPTBot, ClaudeBot or another AI bot really comes from that provider, via IP lists, DNS or signatures.

SEO

AI Training Data

AI training data is the text, code, images and other content used to train AI models. It shapes what a model knows about brands before it searches the web.

AI

Pay Per Crawl

Pay per crawl lets a site charge AI crawlers a fee for each page fetch, using HTTP 402 Payment Required. Cloudflare's version is still in closed beta.

SEO

Query Fan-Out

Query fan-out is how AI search splits one question into several sub-queries, runs them at once and merges the results, so pages compete on each sub-query.

AI

Crawling and Indexing

Crawling is how bots discover and fetch web pages; indexing is how search engines and AI systems process and store them so they can be retrieved and cited.

SEO

Frequently Asked Questions about Citation Crawlers vs Training Crawlers

Learn about AI visibility monitoring and how Promptwatch helps your brand succeed in AI search.

A training crawler, such as GPTBot or ClaudeBot, collects content that may be used to train future AI models. A citation crawler makes content available for AI answers, either by building a search index in advance (OAI-SearchBot, Claude-SearchBot, PerplexityBot) or by fetching a page when a user asks (ChatGPT-User, Claude-User). They use separate robots.txt tokens and can be allowed or blocked independently.

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