NBFS field notes
NBFS field notes
Be ready for AI search — ChatGPT, Perplexity & more. Audit, fix, and track if AI recommends you.
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Collected facts
Shoppers now ask ChatGPT, Perplexity, and Google's AI for product recommendations — and AI skips products it can't understand. Getting sent to AI isn't getting picked. FreshNews AI scans your catalog, then generates fact-dense descriptions, FAQs, and structured data from your real product data — never fabricated, always reviewed before applying. Track whether AI engines like Perplexity actually recommend you and close the gaps.
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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Official listing images



From the developer
Developer content stays separate from collected facts and user evaluations.
Discussions · 0
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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.