NBFS field notes
NBFS field notes
Get recommended by ChatGPT, Perplexity & Copilot — AI SEO audit and rewrites in minutes.
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Collected facts
ChatGPT, Perplexity, Google AI Mode and Copilot now drive millions of shopping queries — and skip stores whose product data isn't formatted for them. GEO audits your full catalog against each AI channel's feed spec, shows a per-channel readiness score, then auto-rewrites failing titles, descriptions and metadata in your brand voice. Every rewrite is one-click reversible. Real AI SEO for product catalogs — not llms.txt gimmicks.
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.