NBFS field notes
NBFS field notes
See where your products appear in ChatGPT and Gemini shopping answers, and learn what to fix.
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Collected facts
Shoppers ask ChatGPT and Gemini for product recommendations. AnswerRank shows you whether your store appears in those answers. Connect your Shopify store, define the buying-intent prompts your customers ask AI assistants, and AnswerRank queries ChatGPT and Gemini weekly to track your position in each answer. The app audits your product catalog for AI-readiness, surfacing which products lack the schema, attributes, and structured details that AI engines extract when generating recommendations.
Structured evaluations
Rate only the dimensions you experienced. Use N/A when an axis does not apply.
Evaluations are read-only after graduation or archival.
| 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.
Discussions · 0
Discussions are read-only after graduation or archival.
External NBFS sticker
The SVG updates when this app graduates or is archived. It is a listing marker, not a quality certification.