NBFS field notes
NBFS field notes
Improve how AI recommends your store. Get scored vs competitors and shown exactly how to close gaps.
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Collected facts
When shoppers ask ChatGPT, Google AI, Claude or Perplexity for recommendations, does your store come up? SeenByAI queries real AI models and scores your visibility across discovery, comparison, and trust. It finds your competitors automatically, shows how you rank vs them, and gives step-by-step actions to close the gaps. AI search optimization (GEO) is changing how customers find products. Built by the team behind Smart Insights, a leading digital marketing publication.
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.