MetricMosaic vs Vision:Analytics, Reports & AI
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Aug 17, 2026 for MetricMosaic, Jun 5, 2026 for Vision:Analytics, Reports & AI.
The short answer
- MetricMosaic lists 8 features Vision:Analytics, Reports & AI’s listing doesn’t mention, including Custom dashboards, Custom reports, Forecasting.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
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- Stories that proactively surface insights and growth opportunities
- Purpose-built BI dashboards for sales, trends, and predictions
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- Export and schedule reports to analyze store performance within team easily
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 |  MetricMosaic |  Vision:Analytics, Reports & AI |
|---|---|---|
| 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 | MetricMosaic | Vision:Analytics, Reports & AI |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 2 | 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 | MetricMosaic | Vision:Analytics, Reports & AI |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | No monthly plan listed | No monthly plan listed |
| Longest free trial | Not listed | Not listed |
| Plans listed | Not published | Not published |
Listing
| Measure | MetricMosaic | Vision:Analytics, Reports & AI |
|---|---|---|
| Shopify category rank | Not enough data | #1238 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Sep 5, 2025 | May 5, 2026 |
| Languages | 1 | 1 |
| Developer | MetricMosaic Inc | Marmeto |
FAQ
MetricMosaic and Vision:Analytics, Reports & AI: common questions
- What features does each app list that the other doesn’t?
- MetricMosaic lists 8 the others don’t mention, such as Custom dashboards, Custom reports, Forecasting, Funnel analysis. Vision:Analytics, Reports & AI lists 3 the others don’t mention, such as Data export, Profit insights, Report scheduling. 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 Aug 17, 2026 for MetricMosaic, Jun 5, 2026 for Vision:Analytics, Reports & AI; 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 Aug 17, 2026 for MetricMosaic, Jun 5, 2026 for Vision:Analytics, Reports & AI. 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.