Side-by-side comparison · 24 data points
Analytics & Reports with AI Insights. Make smart decisions fast to boost conversions, profit and LTV
| Pro Analytics | By The Numbers | ∞ Microsoft Shopping Feed | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — |
Submit your product feed to Microsoft Merchant Center for promotion on Bing and Shopping Ads
| Metric | Pro Analytics | By The Numbers | ∞ Microsoft Shopping Feed |
|---|---|---|
| Rating | ★ 4.9 ★ | 2.7 ★ |
| Total reviews | ★ 81 | 6 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | — | — |
| Pricing tiers | 4 tiers | 4 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Dec 2017 | Feb 2024 |
Based on the data on this page, Pro Analytics | By The Numbers is the stronger choice for most Shopify App Store merchants — 4.9★ vs ∞ Microsoft Shopping Feed's 2.7★ is a meaningful gap that usually reflects real product or support quality differences across the user base.
Pricing entry tiers: Pro Analytics | By The Numbers at Free plan available, ∞ Microsoft Shopping Feed at Free plan available. Check each app's tier structure for the capacity limits you actually need before deciding — the headline number is the same shape, but the gating shape per tier (seats, usage volume, integrations) varies.
Recommended by size: small/early-stage merchants who need fast install and low risk should default to Pro Analytics | By The Numbers; mid-market and enterprise merchants with specific feature requirements should evaluate both — ∞ Microsoft Shopping Feed's 6-review base may include the workflow context that matches your specific use case better than Pro Analytics | By The Numbers's broader-but-shallower coverage.
This verdict is generated from the live marketplace data on this page — rating, review count, pricing tier, and category position all refresh from the canonical Shopify App Store listing every 24 hours. AppRanks does not accept payment to influence comparison outcomes; the methodology is documented on the About page and applies identically to every pair on the site.
Read each app's audit: Pro Analytics | By The Numbers audit • ∞ Microsoft Shopping Feed audit
| Keyword | Pro Analytics | By The Numbers | ∞ Microsoft Shopping Feed |
|---|---|---|
| custom reports analytics | #19 | Not ranked |
| ai insights | #20 | Not ranked |
| eu vat numbers | #22 | Not ranked |
| shop | Not ranked | #190 |
Both Pro Analytics | By The Numbers and ∞ Microsoft Shopping Feed offer paid plans only. Pro Analytics | By The Numbers starts at Free plan available; ∞ Microsoft Shopping Feed starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
Pro Analytics | By The Numbers has the higher average rating (4.9★ from 81 reviews) compared to ∞ Microsoft Shopping Feed (2.7★ from 6 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
Pro Analytics | By The Numbers holds the higher average rating (4.9★ vs 2.7★). That is the one dimension AppRanks can separate them on here — read both apps' detail pages for the feature breakdown and recent listing changes.
Both apps are one-click installs from the Shopify App Store. Pro Analytics | By The Numbers has the deeper published review base (81 vs 6), which often — though not always — accompanies better-tested setup docs. AppRanks doesn't measure setup time directly: read the recent reviews on each app's detail page for user-reported install experience.
Pro Analytics | By The Numbers typically suits early-stage and growth-mode teams based on its published review base (81 reviews). ∞ Microsoft Shopping Feed typically suits early-stage and growth-mode teams based on its published review base (6 reviews). A larger review base generally means the app has been exercised at scale — relevant if you are processing high volume or handling enterprise compliance requirements.
Migration support varies by app and category. Pro Analytics | By The Numbers and ∞ Microsoft Shopping Feed both publish their export options on their marketplace listing pages (or in their support docs); some apps offer one-click import from competitors, others require CSV. The fastest check: search "import from ∞ Microsoft Shopping Feed" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
