FathomRetail vs Understnd
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 14, 2026 for FathomRetail, Oct 13, 2026 for Understnd.
The short answer
- Only FathomRetail lists a free plan. Paid plans start at $19/month for FathomRetail and $19/month for Understnd.
- FathomRetail lists 5 features Understnd’s listing doesn’t mention, including Custom ranking, Filter display, Multi-filter.
Head to head
TEST DRIVE
- · Free testing through app admin dashboard
- · Test AI-powered search and filter
- · Test custom filters
- · up to 10 product attributes
- · up to 1k products
Basic
- · AI-powered search and filter
- · Custom filters
- · Integrates with your theme
- · up to 10 product attributes
- · up to 2.5k products
STANDARD
- · AI-powered search and filter
- · Custom filters
- · Integrates with your theme
- · up to 20 product attributes
- · up to 5k products
PREMIUM
- · AI-powered search and filter
- · Custom filters
- · Integrates with your theme
- · up to 10k products
- · up to 50 product attributes
Starter
Growth
Pro
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureFathomRetail is an AI-powered search solution that understands your customers’ natural language queries and delivers highly relevant results. It can be easily configured to provide a delightful customer experience attuned to your domain. The smart search bar understands natural language and works seamlessly with the filters to deliver relevant results. Easily integrates with your theme and runs out of the box!!
Shopify's default search only finds products when customers type exact keywords. When shoppers search naturally, like "something for dry patches on my face" or "gift for someone who loves cooking," they get no results and leave. Understnd replaces keyword matching with AI that reads customer intent. It matches searches to relevant products based on meaning, not just words. Setup takes minutes.
- Grasps customer's intent and returns relevant results
- Filtering through smart search bar e.g. "blue, slim fit formal shirts under 800"
- Multilevel filters work seamlessly in combination with the customer search query
- Easily integrates with your theme
- AI search that understands natural language
- See what customers search for with real-time search analytics
- Products sync automatically from your catalog, no manual work
- Shows customers why each product matches their search with AI explanations
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 |  FathomRetail |  Understnd |
|---|---|---|
| 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 | FathomRetail | Understnd |
|---|---|---|
| App Store rating | Not published | Not published |
| App Store reviews | Not published | 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 | FathomRetail | Understnd |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $19/month | $19/month |
| Longest free trial | 14 days | 7 days |
| Plans listed | 4 | 3 |
Listing
| Measure | FathomRetail | Understnd |
|---|---|---|
| Shopify category rank | #305(ahead) | #317 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | May 16, 2025 | Apr 30, 2026 |
| Languages | 1 | 1 |
| Developer | FathomRetail | Understnd |
FAQ
FathomRetail and Understnd: common questions
- Is FathomRetail or Understnd cheaper?
- Only FathomRetail lists a free plan. Paid plans start at $19/month for FathomRetail and $19/month for Understnd. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- What features does each app list that the other doesn’t?
- FathomRetail lists 5 the others don’t mention, such as Custom ranking, Filter display, Multi-filter, Search results page. Understnd lists 5 the others don’t mention, such as AI insights, Behavior insights, Personalized search, Real-time analytics. 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 14, 2026 for FathomRetail, Oct 13, 2026 for Understnd; 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 14, 2026 for FathomRetail, Oct 13, 2026 for Understnd. 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.