How do AI assistants like ChatGPT discover and cite your content?
AI assistants use specialized crawlers (like GPTBot or ClaudeBot) to ingest the web; they then store your content in a vector database for retrieval-augmented generation (RAG) when users ask questions.
Technical SEOs and Web Developers who want to understand the crawl-to-citation pipeline.
Marketers only interested in social media engagement metrics.
Requires 'allow' directives in robots.txt for AI-specific user agents.
Bots like Perplexity and SearchGPT often prioritize recently crawled or high-authority technical documentation for real-time answers.
Part of Kachi's Technical Insight Series on Answer Engine Optimization.
The Ingestion Lifecycle
Before an AI can cite you, it must first “read” your site. This happens through a process of distributed crawling that is significantly more aggressive and frequent than traditional search indexing.
User Agent Identification
Each major AI platform identifies itself via a specific User Agent string. Kachi monitors these strings in your server logs to show you exactly which AI is reading which page, and how often.
From Ingestion to RAG
Once crawled, your content is converted into Embeddings—mathematical representations of meaning. When a user asks a question, the AI uses Retrieval-Augmented Generation (RAG) to find the most relevant embeddings (your content) and synthesize a cited answer.
Technical Assurance
This content is based on our analysis of server-side data from active Kachi deployments and official AI bot documentation.
Sources & References
Frequently Asked Questions
Can I block AI bots while keeping Google Search?
Yes, you can selectively block bots like 'GPTBot' while allowing 'Googlebot' in your robots.txt, but this will prevent your content from being cited in ChatGPT answers.
How often do LLMs re-crawl my site?
Crawl frequency varies. Popular AI platforms use 'on-demand' retrieval for current events and 'periodic ingest' for general knowledge bases.
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Technical guides on navigatig the AI-first web.