Datify AI Shopping Readiness vs QueryLift
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 30, 2026 for Datify AI Shopping Readiness, Oct 13, 2026 for QueryLift.
The short answer
- QueryLift lists 9 features Datify AI Shopping Readiness’s listing doesn’t mention, including AI assistance, AI generation, Bulk editing.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Pay as you go
- · $1 free to start, no monthly fee
- · Bulk update your entire product catalog
- · Maps your categories to Shopify taxonomy
- · Start with $1 of free credits
- · Use AI to determine category metafields
- · Use AI to determine product categories
Free
- · Bulk create collections from categories
- · Event driven tag migrations
- · Get your AI Discoverability Score
- · Manage product categories
- · Manage product category metafields
- · Manage product types
Starter
- · AI-powered catalog audits
- · Apply changes with undo history
- · Bulk optimize up to 10 products
- · Reviewable AI recommendations
- · Up to 500K AI tokens per month
Growth
- · Built for growing catalogs
- · Bulk optimize up to 25 products
- · Everything in Starter
- · Higher daily AI allowance
- · Up to 2M AI tokens per month
Pro
- · Built for large catalogs
- · Bulk optimize up to 100 products
- · Everything in Growth
- · Highest AI usage allowance
- · Up to 8M AI tokens per month
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureShoppers now ask AI assistants like ChatGPT what to buy, and those tools read your product data. Missing categories, sizes, colors and alt text make your products harder for them to understand. Datify finds the gaps and AI fills them in for you: categories, product details, image alt text, and titles and descriptions written for AI. Most of it saves itself.
QueryLift helps merchants improve the product data that influences how products are understood and discovered. It audits titles, descriptions, product types, tags, and category data for common catalog gaps, then generates grounded AI recommendations from existing product information. Merchants review each recommendation before applying it.
- Standardize categories for AI and search engines to reliably find your products
- Structure your product metafields for AI discoverability and SEO
- Keep product types consistent for smoother customer navigation
- Convert outdated tags into structured, AI searchable product data
- Audit titles, descriptions, product types, tags, and category data.
- Generate grounded AI recommendations from existing product information.
- Review every change before applying it and keep a complete change history.
- Undo supported product updates from Change History when needed.
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  Datify AI Shopping Readiness |  QueryLift |
|---|---|---|
| Detected stores | Not published | Not published |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | Datify AI Shopping Readiness | QueryLift |
|---|---|---|
| App Store rating | 4.8 ★ | Not published |
| App Store reviews | 6 | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | Datify AI Shopping Readiness | QueryLift |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | No monthly plan listed | $9.99/month |
| Longest free trial | Not listed | 14 days |
| Plans listed | 2 | 3 |
Listing
| Measure | Datify AI Shopping Readiness | QueryLift |
|---|---|---|
| Shopify category rank | #72 | #511 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Aug 19, 2025 | Sep 18, 2026 |
| Languages | 1 | 1 |
| Developer | JadePuma Apps | QueryLift |
FAQ
Datify AI Shopping Readiness and QueryLift: common questions
- What features does each app list that the other doesn’t?
- Datify AI Shopping Readiness lists 1 the others don’t mention, such as Metafields. QueryLift lists 9 the others don’t mention, such as AI assistance, AI generation, Bulk editing, Descriptions. A feature missing from a listing may still be supported; this compares what each App Store listing says.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Oct 30, 2026 for Datify AI Shopping Readiness, Oct 13, 2026 for QueryLift; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Oct 30, 2026 for Datify AI Shopping Readiness, Oct 13, 2026 for QueryLift. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.