NBFS field notes
NBFS field notes
See who the AI answer engines recommend — you or your rivals — and exactly what to fix to win.
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Collected facts
AI answers are the new search results — when ChatGPT or Perplexity recommends a rival, you lose the sale without ever seeing it. CiteScope runs your category's real buyer questions against ChatGPT, Perplexity and Gemini every day, then extracts every brand they cite. You get competitive share of voice vs the rivals you name, a citation log with exact excerpts, and alerts the moment an answer drops you for a competitor. The category benchmark compares consenting stores' outcomes to show which attributes cited stores share — and what to fix on yours. Built for answer engine optimization (AEO): know your AI search visibility before your rivals do.
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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From the developer
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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.