NBFS field notes
NBFS field notes
See where your products rank in AI shopping answers and get cited by the sources AI trusts.
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Collected facts
Shoptank shows you where your products rank inside the answers AI assistants give your buyers, and exactly what to do to win. Track your real buyer queries across ChatGPT, Claude, Perplexity and AI shopping surfaces, and see your position, whether you were cited, and every source the answer was built from. Each cited source is scored by impact, then sorted into free community wins you can act on today and editorial sources worth a pitch. Track competitors who appear in answers, build a knowledg
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.