NBFS field notes
NBFS field notes
AI Is The New "Google", But Can't Recommend Your Products If It Doesn't Understand Them.
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Collected facts
AI Can't Recommend Products It Doesn't Understand. Consumers are increasingly asking AI assistants for recommendations, comparisons, and buying advice before ever visiting a website. PicPurge helps merchants uncover image and media issues that can limit product discovery by search engines and AI systems. Discover missing descriptions, generic filenames, duplicate images, unused files, oversized media, and AI-generated clutter—all from a single safe, read-only scan.
Structured evaluations
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| 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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External NBFS sticker
The SVG updates when this app graduates or is archived. It is a listing marker, not a quality certification.