Get found in AI answers
A growing share of buying research happens inside AI answers. I audit how assistants represent your brand and track what AI crawlers actually read on your site.
A growing share of product research now ends inside an AI answer: Google AI Overviews, ChatGPT, Perplexity. If they misdescribe your range or cite your competitors instead, you lose the customer and never see it in a rank tracker.
I audit how the assistants answer the queries that matter to you, which sources they cite, and where your brand appears against competitors. Then I go to the logs: CDN-level tracking of AI crawlers to see which bots visit, what they fetch, and which templates they never reach.
The output is practical: fixes for the content and structure the crawlers miss, schema and grounding improvements, and a baseline you can re-measure as the answer engines change.
How it works
Tell me the problem
A short call or email. Bring the messy version, not a brief.
I scope it
Clear deliverables, timeline and price. No discovery-phase padding.
Work ships as it lands
Updates as things get done, not a big reveal at the end.
You keep everything
Tools, scripts, docs and data stay with you when we finish.