EcomAppReviews

Shopify app

New

Criterion Product Feeds

Stop editing feeds. AI rewrites, scores, ships them for you.

Rating on Shopify
No ratings yet
Reviews
0
Launched
May 22, 2026
Pricing
From $24/month. Free trial available.
Languages
English

View on the Shopify App Store

The facts

Every value below is read from the listing or computed by the published formula. Nothing is a verdict.

Rank in Product feeds

#91 of 155

See the ranked table

Bayesian rating

n/a

category median 4.43

Reviews in the last 180 days

n/a

no dated reviews collected

1 and 2 star share

n/a

no rating distribution

Starting price

$24/month

band: $10 to $29 · 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.

PlanPriceBilled yearlyTrialUsage feeIncluded
Starter$24/monthnot offered14 daysnone statednot listed
Growth$49/monthnot offered14 daysnone statednot listed
Pro$149/monthnot offered14 daysnone statednot listed

Features Shopify lists for this app

Feature handles from the listing, grouped as Shopify groups them.

Feed customization

  • Attribute filtering
  • Attribute mapping
  • Metafields
  • AI mapping
  • Custom labels
  • Custom rules
  • Variant sync

Feed management

  • Product sync
  • Bulk editing
  • Store updates
  • Real-time updates
  • Scheduled sync
  • Error validation
  • Product selection
  • Target-specific feeds
  • Inventory support
  • GTIN management
  • Feed optimization

Works with

Third-party integrations link to their hub when 5 or more apps name them. Shopify's own surfaces are listed separately and never counted as integrations.

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: Inventory, products, collections

Developer

Oneiro Digital

Apps in the dataset:
1
Address:
Office 16 Middleton's Yard, Potter Street, Worksop, ENG, S80 2FT, GB
Support email domain:
oneiro.digital
English support:
yes
Resources:
Privacy policy

Similar apps

Shopify's own similar-apps list first, then apps in the same category that share the most feature handles.

From the Shopify listingDeveloper claims, shown verbatim and collapsed. 88 words.Show
  • AI title and description rewriting that matches shopper search intent
  • Smart category mapping to Google's full product taxonomy
  • Real-time feed health scoring with one-click fixes for common issues
  • Custom rules per channel for prices, descriptions, and filtering
  • Bulk operations: review and apply changes to hundreds of products

Get more clicks from Google Shopping, Meta & TikTok. AI optimises every product field automatically.

Criterion uses AI to optimise your product data for Google Shopping, Meta, and TikTok.

It rewrites titles and descriptions to match how shoppers actually search, scores feed health in real time with actionable fixes, and maps every product to Google's category taxonomy automatically.

Custom rules let you fine tune per-channel behaviour without editing source data. Bulk operations cover hundreds of products in minutes, and you can preview every change before it goes live.

Questions and comments

Questions people ask about Criterion Product Feeds, 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.

Ask a question or share what worked for your store

Read by a person before it appears. One link at most, no HTML.

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 at crawl time.