CatalogLens AI

Read-only catalog audits with evidence-first repair briefs

by CatalogLens AI · Launched: July 2026

0.0 on Shopify Built for Shopify

Manage this app

Verify your developer profile to earn a badge and build trust for your app.

Scan product content, review deterministic readiness scores, prioritize catalog gaps, and generate human-review repair briefs without automatic edits.

Get it on Shopify →

About CatalogLens AI

CatalogLens AI scans product catalog content through read-only access and produces deterministic readiness scores for semantic discovery and AI shopping contexts. Review weak dimensions, issue evidence, and prioritized quick wins for each product. Growth and Scale merchants can request AI-generated Repair briefs that always require human review. Export completed scans and configure eligible schedules without automatic product edits or promises of ranking, traffic, or sales results. Run read-only catalog scans with deterministic readiness scoring. Prioritize product issues with evidence, dimensions, and quick wins. Generate human-review Repair briefs and export completed scan reports. Show more Show less

Last verified: July 27, 2026 · Fresh