AI recommendation snapshot
See whether assistants mention you for the buyer questions that matter.
Free AEO Analysis
Buyers now ask ChatGPT, Claude, Gemini, and Perplexity what tools to use. We will show whether your company appears, who shows up instead, and what to do next.
Personalized analysis
Free
Usually a $2,000 analysis
What you get
We look at the questions your buyers ask, who AI recommends, and what proof is missing from your content footprint.
See whether assistants mention you for the buyer questions that matter.
Find out which competitors show up instead and what categories they own.
See which pages, docs, and third-party sources AI assistants use or miss.
Get a short list of prompts your company should want to own.
Walk away with next moves across content, distribution, and measurement.
What it looks like
The analysis shows where you stand, where competitors are ahead, and which content or distribution moves can close the gap.
Prompt
What is the best observability tool for Rails apps?
Visibility
Competitors appear. Your company is missing from the answer.
Gap
Your docs explain the feature, but third-party sources do not support the claim.
Next move
Publish a comparison page and place the proof in one relevant developer newsletter.
Request the analysis
We use your public website, docs, and third-party mentions to review where you show up and what is missing.
FAQ
Yes. It is a free version of the analysis we use to find AEO gaps for tech companies.
The same kind of manual review, AI visibility checks, competitor comparison, and action plan would normally be scoped as paid strategy work.
We review each request manually and prioritize good-fit technical companies.
No. The free analysis uses public information and AI visibility checks.
No. We will send the analysis and may follow up about the findings.