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CatalogLens AI
- by CatalogLens AI
- From $35/month. Free trial available.
- by CatalogLens AI
- From $35/month. Free trial available.
Audit product content quality, find catalog gaps, and get prioritized fixes—all with read-only AI scanning and human-reviewed recommendations.
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About the CatalogLens AI
CatalogLens AI audits your product catalog content through read-only access and delivers deterministic readiness scores for semantic discovery and AI shopping contexts. The app scans your products without making automatic edits, helping you identify weak dimensions and catalog gaps with clear evidence for each issue.
Review prioritized quick wins for every product and see exactly what needs attention. Growth and Scale merchants can generate AI-powered Repair briefs that always require human review before implementation. Export completed scan reports and configure scheduled scans to maintain catalog quality over time. No automatic product changes, no ranking promises—just actionable insights to help you make informed decisions about your product content and close gaps in your catalog.
Launched: July 24, 2026
Key features
- 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.
Category:
Pricing of CatalogLens AI
Launch
$35 / month
- 500 products per scan
- 1 manual scan per day
- Manual scans only
- 30-day history
- 3 Markdown reports per month
Growth
$55 / month
or $550/year and save 17%
- 2,500 products per scan
- 3 manual scans per day
- Weekly scheduled scan
- 90-day history
- Markdown and CSV reports
- 300 AI repair briefs per month
Scale
$105 / month
or $1,050/year and save 17%
- 10,000 products per scan
- 10 manual scans per day
- Daily scheduled scan
- 12-month history
- Markdown, CSV, and white-label
- 1,500 AI briefs and custom rules
