AEO and GEO for food and beverage brands: getting cited in AI recipe and product answers
How food and beverage brands can position recipe and product content to be cited when someone asks AI for a recipe idea or product recommendation.
4 min read
Beyond the general log analysis technique, understanding what each specific major AI crawler's activity typically represents helps interpret your own log data more meaningfully.
GPTBot (OpenAI)
OpenAI's crawler serves both potential model training purposes and, separately, real-time retrieval for ChatGPT's search and browsing features — activity here is relevant to your visibility across OpenAI's product ecosystem broadly.
ClaudeBot (Anthropic)
Anthropic's crawler similarly serves training and retrieval purposes for Claude-based products — tracking this activity is relevant to visibility within Anthropic's ecosystem specifically.
PerplexityBot (Perplexity)
Given Perplexity's search-first design, covered in our Perplexity search explainer, this crawler's activity is particularly directly relevant to real-time citation and retrieval, rather than primarily training purposes.
Each major AI crawler represents a different door into a different ecosystem — tracking them individually, rather than lumping all 'AI bot traffic' together, reveals which specific platforms are actually paying attention to your content.
Setting up ongoing tracking
- Filter server logs for each specific, known AI crawler user agent separately.
- Track visit frequency and specific pages accessed by each crawler over time.
- Periodically update your tracked crawler list, since new AI crawlers continue to emerge.
Staying current on new crawlers
The list of active AI crawlers continues to grow as new platforms launch — periodically check current, maintained lists of known AI crawler user agents to ensure your tracking remains comprehensive.
Frequently asked questions
Do all AI crawlers respect robots.txt directives?
Major, reputable AI crawlers generally do respect robots.txt, similar to traditional search engine crawlers, though this can vary and is worth verifying for any specific crawler you are concerned about.
How many distinct AI crawlers currently exist?
This number continues to grow as new AI platforms and products launch — expect the list of crawlers worth tracking to expand over time rather than remain fixed.
Is crawler activity a reliable leading indicator of future citation?
It is one reasonable signal among several, indicating the content is at least being considered, though it does not guarantee eventual citation on its own.
If you want help setting up ongoing AI crawler tracking for your site, talk to our team.
The takeaway
Set up a simple, ongoing dashboard or scheduled report specifically tracking each major AI crawler's visit frequency to your priority pages — treating this as a recurring monitoring habit, not a one-time check, keeps pace with how quickly new crawlers continue to emerge.
Written by Fibvo — Bengaluru and Erode, India — working with clients in other time zones. Questions, or think we have it wrong? Tell us.
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