NBFS field notes
NBFS field notes
Get cited by ChatGPT, Perplexity & Gemini. Auto-fix product schema and llms.txt in one click.
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Collected facts
Shoppers ask ChatGPT, Perplexity, Claude, and Gemini for product picks. If these engines can't parse your Shopify catalog, they won't recommend you. Naridon scans via the Admin API, finds gaps in Product schema, JSON-LD, FAQ schema, and llms.txt, then fixes them in one click with Autopilot. Track citations across 8 AI engines and see which prompts competitors win. Free under 100 products.
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 |
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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.