NBFS field notes
NBFS field notes
See what ChatGPT, Perplexity, and Google AI can read in your store. Fix the gaps blocking sales.
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Collected facts
AI shopping engines like ChatGPT, Perplexity, Google AI, and Claude now recommend products directly to buyers. If they can't read your store, they can't recommend you. ShelfScore audits the three layers AI engines use: - Bot access (OAI-SearchBot, ChatGPT-User, ClaudeBot, PerplexityBot) - Schema markup (JSON-LD against schema.org) - Product data quality (GTIN, descriptions, images, shipping, returns) One score, 0 to 100. Ranked fixes. Plain-English instructions. Flat-rate. No credits.
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.