NBFS field notes
NBFS field notes
We optimize product listings for AI search and findability by AI Chatbots like ChatGPT and Gemini.
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Collected facts
AI search is growing in importance and competes with traditional SEO. This app helps optimize and restructure your product content so AI Chatbots and AI Agents can find your product listings, using AI-search best practices. We made sure that optimization can be done with a one-click process and follows your instructions around brand voice, target keywords and terms to avoid. With version control you can revert to the earlier content versions if needed. Optimize llms.txt for llm indexing.
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
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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.