AgentPilot

GEO for e-commerce brands

Get your products recommended by ChatGPT.

GEO for e-commerce brands. We ask ChatGPT the questions your shoppers ask, show which products it recommends and which rivals it picks instead, fix the product data behind it, and re-test to prove it moved.

A real result

A US footwear brand

Mentioned in 7 of 50 shopper questions. Its top rival: 10 of 50.

A US footwear brand7 of 50
Its top rival10 of 50
Questions that name no brand, asked through the OpenAI API with web search on 2026-10-22. Brand and rival names removed. One run is indicative: answers vary between runs.

How it works

  1. Step 1

    Test

    We run the questions your shoppers ask through ChatGPT and record which brands and products it names, recommends and cites.

  2. Step 2

    Fix Sprint

    Two weeks of fixes to what AI reads: product data, structured data, AI-bot access and policies. Every change is approved by you before it goes live.

  3. Step 3

    Monitor

    A weekly re-test against your competitors, so you see what moved and what didn't.

See a sample report

The one-page AI Blindspot report: who ChatGPT mentions for your shoppers' questions, the questions you lose, who it recommends instead and what we'd fix first. This sample is anonymised.

Open the sample report (PDF)View as a web page

Anonymised AI Blindspot report: mention counts for a brand and its rivals, questions the brand loses, and suggested fixes

What we check

  • Does ChatGPT recommend you for "best {category} under {price}"?
  • Which rivals does it pick instead?
  • Can AI bots read your product pages?
  • Do your product data and schema give AI the facts it needs?
  • Are your shipping and returns policies clear to AI?
  • Do prices agree across your page, schema and AI answers?

Pricing

AI Blindspot report

Free

  • The questions your shoppers ask, asked through ChatGPT
  • Which rivals it picks instead of you
  • What we'd fix first

Fix Sprint

Price on request

  • Two weeks
  • Before and after re-test included
  • Every change approved by you, and reversible

Monitoring

Ask us

  • Weekly re-test against your competitors

Works on Shopify, BigCommerce, WooCommerce and others.

Who you'll work with

Gaurav Bodar

IT specialist with a background in cloud, DevOps and government and enterprise technology. Built AgentPilot to test what ChatGPT tells shoppers about online stores, and to fix the product data behind it.

Questions

Is this an official ChatGPT ranking?
No. We record answers through the OpenAI API with web search, which is close to, but not the same as, what the ChatGPT app shows. Answers vary from run to run, so treat one run as indicative.
Which AI engines do you test?
ChatGPT today. We don't measure other AI engines yet, and the report says so.
Do you change my store?
Only with your approval. We prepare each change for you to review, nothing goes live until you approve it, and every change can be reversed.
Which platforms do you work with?
Shopify, BigCommerce, WooCommerce and others. If shoppers can reach your product pages, we can test and fix them.
Do you guarantee rankings?
No. Nobody controls what ChatGPT says. We fix what AI reads about your products and re-test to show what changed.
What does it cost?
The AI Blindspot report is free. The Fix Sprint is a fixed price (see Pricing) and includes a before-and-after re-test. For monitoring, ask us.

Get your free AI Blindspot report

Tell us your store and we'll send your report by email. No card, no install.

We use these details to prepare your report and reply to you. See our privacy policy.