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Shopify SEO
Shopify development
Product Intelligence Engine
- by Phenom Digital Limited
- Free plan available. Free trial available.
- by Phenom Digital Limited
- Free plan available. Free trial available.
Scan your catalogue in one click to find data errors that cause Google Merchant Center disapprovals and hurt product discoverability.
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About the Product Intelligence Engine
Product Intelligence scans your entire catalogue with one click and assigns each product a Trust Score for feed readiness. It identifies data errors that cause Google Merchant Center disapprovals and make products harder for AI shoppers to understand—including invalid or missing barcodes, missing brand information, thin or duplicate descriptions, weak SEO, and image issues. The app verifies barcodes against a trusted external product database to catch data that's wrong, not just incomplete. You'll get a prioritized fix-list with deep-links directly to each product that needs attention, plus verified reference data from reliable sources with confidence ratings.
Launched: July 16, 2026
Hauptmerkmale
- One-click Trust Score for every product and your whole store.
- Catches errors that get products disapproved in Google Merchant Center.
- Prioritised fix-list that deep-links straight to each product to fix it.
- Verifies barcodes against a product database – accuracy, not completeness
- Verified reference data: real values from a trusted source, confidence-rated.
Pricing of Product Intelligence Engine
Free
Free
- Up to 100 products scored per scan
- Trust Score across feed & accuracy
- AI-search (AEO) readiness scoring
- AI executive summary of every scan
- Metafield write-back- up to 100 products
- Manual scans
Starter
$9.99 / month
- Everything in Free, plus:
- Up to 1,000 products scored per scan
- Automated daily / weekly scheduled scans
- Metafield write-back up to 1,000 product
Pro
$39.99 / month
- Everything in Starter, plus:
- Up to 10,000 products scored per scan
- External GTIN/barcode brand verification
- Metafield write-back up to 5,000 product
Plus
$89.99 / month
- Everything in Pro, plus:
- Up to 100,000 products scored per scan
- programmatic access to your scores
