NBFS field notes
NBFS field notes
Cartograph shows you which AI shopping agents visit your store and what they search for.
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Collected facts
AI agents from ChatGPT, Gemini, Claude, and Copilot are browsing and buying from Shopify stores through the Universal Commerce Protocol. Cartograph gives merchants visibility into this new channel. See which agents visit, what they search for, and where they drop off. Every product gets a readiness score showing how well it is structured for agent discovery. Our AI optimizer generates agent-friendly descriptions stored separately as metadata, so your existing SEO stays untouched.
Structured evaluations
Rate only the dimensions you experienced. Use N/A when an axis does not apply.
Add a self-reported profile across any of the six axes. There is no overall score.
| Metric | Median | Responses | Distribution 1→5 |
|---|---|---|---|
| Setup & Ease of Use | — | 0 | 0 / 0 / 0 / 0 / 0 |
| UX/UI | — | 0 | 0 / 0 / 0 / 0 / 0 |
| Listing Accuracy | — | 0 | 0 / 0 / 0 / 0 / 0 |
| Reliability & Performance | — | 0 | 0 / 0 / 0 / 0 / 0 |
| Support | — | 0 | 0 / 0 / 0 / 0 / 0 |
| Value for Money | — | 0 | 0 / 0 / 0 / 0 / 0 |
No self-reported evaluation profiles yet.
Official listing images



From the developer
Developer content stays separate from collected facts and user evaluations.
NBFS sends a 30-minute, one-time link to the public support address collected from the official listing. You cannot enter or replace the address.
Claim unavailable: no public support email was found on the official listing.
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External NBFS sticker
The SVG updates when this app graduates or is archived. It is a listing marker, not a quality certification.