---
title: "Product Intelligence Engine Shopify App Profile"
description: "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."
canonical_url: "https://shoplist.co/shopify-apps/product-intelligence-engine"
markdown_url: "https://shoplist.co/shopify-apps/product-intelligence-engine.md"
last_updated: "2026-07-16"
entity_type: "shopify_app"
slug: "product-intelligence-engine"
source: "public Shopify app profile allowlist"
---

# Product Intelligence Engine Shopify App Profile

> 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.

## Quick answer
Product Intelligence Engine has 0 detected stores in Shoplist. This Markdown profile displays 0 public brand examples; it is not a complete customer list.

## Key facts
- Name: Product Intelligence Engine
- Monitoring status: First-adopter watch
- Developer: Phenom Digital Limited
- Developer profile: https://shoplist.co/app-developers/phenom-digital-limited
- Shopify App Store URL: https://apps.shopify.com/product-intelligence
- Launch date: July 16, 2026
- Shoplist category: Search & SEO
- Free plan signal: Yes
- Free trial signal: Yes

## Pricing summary
Free: Free; Starter: $9.99/month; Pro: $39.99/month; Plus: $89.99/month

Shoplist has not yet found reliable public storefront evidence connecting a Shopify store to this app. This does not mean the app has no users. Some apps are new, admin-only, server-side, theme-independent, or otherwise difficult to detect from public storefront signals.


## Public callouts
- 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.
## Shopify App Store categories
- SEO
- Analytics

## Data note
Profile updated: July 16, 2026. This is the profile revision date, not a guarantee that every store was checked on that date.
Public snapshot built: 2026-10-13 13:56:21.524783\+00
Detection metrics refreshed: 2026-10-19 05:10:00.065159\+00
Public app evidence date: 2026-07-16 17:23:10.763478\+00
This generated Markdown profile intentionally exposes only public, stable app-profile fields and a small public app-stack sample from Shoplist. It excludes private contact data, people data, internal scores, crawl provenance, full datasets, and unstable operational fields.

## Related links
- [HTML app profile](https://shoplist.co/shopify-apps/product-intelligence-engine)
- [Shopify apps directory](https://shoplist.co/shopify-apps)
- [Shoplist data methodology](https://shoplist.co/data-methodology.md)