Shopify app
NewProduct Intelligence Engine
Find and fix the data errors in your product catalogue.
- Rating on Shopify
- No ratings yet
- Reviews
- 0
- Developer
- Phenom Digital Limited
- Launched
- July 16, 2026
- Pricing
- Free plan available. Free trial available.
- Languages
- English
The facts
Every value below is read from the listing or computed by the published formula. Nothing is a verdict.
Bayesian rating
n/a
category median 4.61
Reviews in the last 180 days
n/a
no dated reviews collected
1 and 2 star share
n/a
no rating distribution
Starting price
$9.99/month
band: Under $10 · 14-day trial
Pricing plans as listed on Shopify
All charges are billed in USD. Recurring and usage-based charges are billed every 30 days.
| Plan | Price | Billed yearly | Trial | Usage fee | Included |
|---|---|---|---|---|---|
| Free | Free | not offered | none | none stated | 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 | not offered | 14 days | none stated | 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 | not offered | 14 days | none stated | 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 | not offered | 14 days | none stated | Everything in Pro, plus:; Up to 100,000 products scored per scan; programmatic access to your scores |
Features Shopify lists for this app
Feature handles from the listing, grouped as Shopify groups them.
Marketing and sales
- AI insights
Visuals and reports
- Analytics dashboard
- Data export
SEO tools
- Meta tags
- Content optimization
Monitoring performance
- SEO score
- Audits
- Reporting
- Insights and tips
- Analytics
- Content analysis
Data access
As disclosed on the listing. Never scored.
View staff and contributor data
Store owner
- Store owner: Name, email address, phone number, physical address
View and edit store data
Products
- Edit products: Products, collections
Developer
Phenom Digital Limited
- Apps in the dataset:
- 2
- Address:
- Warlingham, ENG, GB
- Website:
- not stated
- Support email domain:
- phenomdigital.co
- English support:
- yes
- Resources:
- Privacy policy
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From the Shopify listingDeveloper claims, shown verbatim and collapsed. 93 words.Show
- 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.
Product Intelligence scans your catalogue and gives each product a Trust Score across feed readiness
Product Intelligence scans your whole catalogue in one click and gives every product a Trust Score, flagging the data errors that can cause Merchant Center disapprovals and make products harder for AI shoppers to read: invalid or missing barcodes, missing brand, thin or duplicate descriptions, weak SEO and images. Get a prioritised fix-list that deep-links to each product. It verifies your barcodes against a trusted external product database, so you catch data that is wrong, not just missing.
Questions and comments
Questions people ask about Product Intelligence Engine, answered from what this page shows. Entries marked Site editor are written by the EcomAppReviews editor. Reader comments appear after a person has read and approved them, usually within a day. E-mail addresses are never published.
Last updated Oct 20, 2026. Ratings and review counts are the values shown on each app's public listing. How the numbers are computed: methodology.
0 reviews counted on the listing. Rating and count in the structured data are the values Shopify displayed when the listing was last refreshed.