NBFS field notes
NBFS field notes
Track AI-referred revenue. Test if ChatGPT recommends your products or your competitors.
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Collected facts
Most Shopify stores are invisible to AI shopping assistants. Sonari shows you exactly where and how to fix it. Test whether ChatGPT, Claude, and Gemini recommend your products for real shopping queries. When a competitor wins instead, Sonari identifies them and generates specific fixes with exact text you can paste into your listings. Track AI-referred revenue across six platforms and audit your product data quality across eight dimensions that AI assistants use to rank results.
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.