Ecommerce brands
Does AI recommend your store?
How often ChatGPT, Claude, Gemini and Perplexity recommend online stores when shoppers ask for a product, measured across real buyer questions.
One ecommerce brand audited so far. Across 80 AI answers to their buyers' questions, the business was named in 16% of them.
The sites AI linked instead, most often
amazon.com ×12
Why I do this
Ivan Karaman
Writer-engineer
I build space simulators for a living. I love physics, and search is the closest thing the web has to it: a system you can't see, that still gives up its rules if you measure it patiently.
AI answers made it more interesting. Nobody can tell you why ChatGPT names one business and not the next, so I built a pipeline that asks a hundred times over, and counts.
Questions, a custom job, or a sim for your company:
Video coming soon
Want to know where your ecommerce brand stands?
Get yours
Free audit
$0 by request
I run a few a week, for sites I think I can help. Email me your site and what AI should recommend you for.
The fix
within 48 hours, no calls$297 once
I write the fixes for your site, not a to-do list.
- A deeper re-run of your audit, with more buyer questions
- llms.txt and structured data written for your site
- Ranked fixes with exact steps for your platform
- A brief for the page AI is most likely to cite
- A Loom walking you through all of it
- A re-test once your changes are live
Not worth it to you? Full refund. Agencies charge $1,500+ for this.
Custom
Quoted per project
When the fix needs hands: the pages themselves, a site rebuild, web and app builds, or 3D physics sims for deep tech.
“Excellent job developing our AEO/GEO and AI search visibility tool”
Scott Melnyk Founder, 360 Media Consulting“Built our SEO pages end to end, so we spin up new ones without rebuilding”
Dustin Jones Founder, uBuyFirst“Hit $960k/mo from $200k average”
Tommy Joiner Co-Founder, WordAgents“One of the smartest product-minded devs I've worked with”
Enoc Tagro Founder, OutOfReach3D“Probably the smartest copywriter. Also a very neat SaaS founder.”
Dr Jameson Day Investor, SummaUp“Working with Ivan is a JOY. Always love what he brings to the table”
Kees van Velzen Co-Founder, Learnforce“A level above & beyond anything I could have hoped for”
David Thomson Founder, Suada
