NBFS field notes
NBFS field notes
AgenticLens scores and optimizes your product catalog so AI shopping agents recommend your products.
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Collected facts
Shopify's Agentic Storefronts put your products in front of AI shopping agents, but AI agents choose which products to recommend based on your product data quality. AgenticLens analyzes your entire catalog and scores each product on how ready it is for agentic commerce. Then AI rewrites your titles, descriptions, tags, and metafields specifically for how AI agents on ChatGPT, Google AI Mode, Perplexity, and Copilot discover and recommend products.
Structured evaluations
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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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From the developer
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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.