NBFS field notes
NBFS field notes
Sync your product catalog data to AI-powered search and product discovery
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Collected facts
The Constructor Connect App for Shopify is built for enterprise and fast-growing Shopify merchants who want to deliver a product search and discovery experience shoppers actually love, while boosting the metrics that matter, like conversions and GMV. With a simple, instant sync to your Shopify catalog, Constructor personalizes every result for every shopper. It learns from your shoppers’ full behavioral clickstream and uses reinforcement learning to continuously improve what they see.
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 |
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.