NBFS field notes
NBFS field notes
AI shopping assistants now recommend products. geo-mode helps them understand and cite your store.
Sign in with LinkedIn to contribute.
Collected facts
Shoppers increasingly ask ChatGPT, Claude, Perplexity and Gemini what to buy, and the store the assistant names wins the sale. geo-mode reads your catalog and adds the structured data and grounded buyer Q&A that AI assistants need to understand and recommend your products, then tracks whether they do. It never fabricates a spec, figure or rating - where a fact is not in your catalog, it says so. Every change is reversible from the app.
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.