Shopify app comparison · updated Sep 16, 2026
Analyzify (GA4 & Ads vs Littledata
Compare Analyzify (GA4 & Ads and Littledata for Shopify analytics using current ratings, review activity, pricing, features, and OngoingAI-observed adoption.
Analyzify | Solverhood
Analyzify (GA4 & Ads Tracking)
Send Enhanced Data with Analyzify's Server-Side Tracking. Analyze & Scale Marketing Performance
- Rating
- 4.70
- Reviews
- 313
- Review growth · 30d
- +41 · +15.1%
- Pricing
- From $145/month
- Years on Shopify
- 5
- Stores observed
- 439
Littledata
Littledata ‑ The Data Layer
Server-side tracking for GA4, Meta, Klaviyo. Lower CAC, lift ROAS. No GTM, no developers needed.
- Rating
- 4.80
- Reviews
- 141
- Review growth · 30d
- +17 · +13.7%
- Pricing
- Free to install
- Years on Shopify
- 9
- Stores observed
- 391
What stands out
Analyzify (GA4 & Ads carries 2.2× the App Store review depth; the other measurable signals are close.
- Rating
- Littledata leads slightly4.8 vs 4.7
- Review growth
- Analyzify (GA4 & Ads faster+15.1% vs +13.7%
- Review depth
- Analyzify (GA4 & Ads2.2× more reviews
- Observed adoption
- Similar footprint
Review trajectory
How each app's Shopify reviews are moving.
Daily App Store review counts since we began tracking — who's gaining reviews fastest, who holds the larger base, and how the race is developing.
Analyzify (GA4 & Ads Tracking) leads total reviews and is adding them fastest over the tracked window.
Reviews each app has gained since the start of this tracking window. · Tracking window · Aug 18 – Sep 16, 2026
Head-to-head
The signals, side by side.
Each row reads straight from the live App Store listing and OngoingAI’s census. The Difference column states the gap — not a buyer recommendation.
| Dimension | Analyzify (GA4 & Ads | Littledata | Difference |
|---|---|---|---|
| Rating | 4.70 | 4.80 | Littledata +0.10 |
| Reviews | 313 | 141 | Analyzify (GA4 & Ads 2.2× |
| Review growth · 30d | +41 · +15.1% | +17 · +13.7% | Analyzify (GA4 & Ads faster |
| Listed pricing | From $145/month | Free to install | Not directly comparable |
| Years on Shopify | 5 | 9 | Littledata +4y |
| Stores observed | 439 | 391 | Analyzify (GA4 & Ads leads |
Review corpus
What merchants actually report.
Analyzify (GA4 & Ads
4.84 avg · 273 reviews
Littledata
4.79 avg · 125 reviews
| Signal | Analyzify (GA4 & Ads | Littledata | Difference |
|---|---|---|---|
| 5-star share | 95% | 94% | Level |
| Rating · last 90 days | 5.00 | 4.20 | Analyzify (GA4 & Ads leads |
| Replies to reviews | 1% | 21% | Littledata leads |
| Replies to critical (≤3★) | 27% | 71% | Littledata leads |
| Long-term reviewers (1yr+) | 20% | 20% | Level |
| Top market | United States 33% | United States 41% | — |
| Reviews analyzed | 273 | 125 | — |
Based on public merchant reviews, with newer feedback given more weight. OngoingAI matches each review to an identifiable store and the app they use.
Which fits your requirements?
Choose by what you actually need.
Choose Analyzify (GA4 & Ads if…
- You need activity tracking
- You need marketing attribution
- You need roas
- Recent review-growth signals matter to you
Choose Littledata if…
- You need lifetime value (ltv)
- You need multi-store reports
- You need data export
- A higher App Store rating is a priority
Tied to observable requirements only — listed capabilities, ratings, review growth, adoption and price. It doesn’t assert usability or support quality.
Feature differences
What Analyzify (GA4 & Ads and Littledata each do that the other doesn’t.
They cover largely the same ground — 48% of listed capabilities overlap. The decision material is the rest: what each lists that the other doesn’t.
Analyzify (GA4 & Ads only
9
- Activity tracking
- Marketing attribution
- ROAS
- Profit insights
- Analytics dashboard
- Custom dashboards
- Custom reports
- Pixel management
- Dashboards
Littledata only
17
- Lifetime value (LTV)
- Multi-store reports
- Data export
- Audience segments
- Lookalike audiences
- Custom audiences
- Demographic
- Device
- Location-based
- Product category
- Performance tracking
- Ad spend
- Engagement metrics
- ROI analysis
- Cost per acquisition
- Demographic analysis
- Traffic source
16 shared capabilities
- Analytics
- Event tracking
- Segmentation
- Page views
- Checkout analytics
- Purchase tracking
- Funnel analysis
- UTM tracking
- Abandoned cart
- Pixel tracking
- GDPR compliance
- Ads
- Event-based
- Retargeting
- Conversion tracking
- UTM attribution
Observed adoption
Who actually runs each, on real stores.
The stores OngoingAI’s weekly census observes running each app, and the platform each skews toward — observed presence, not vendor-reported install totals.
Analyzify (GA4 & Ads
439
stores observed
Skews Shopify · 100%
Littledata
391
stores observed
Skews Shopify · 100%
Scope
What this comparison measures.
What it measures
Shopify App Store ratings and review counts, rating distribution, developer reply rates, reviewer tenure and geography, listed pricing and capabilities, category data, and OngoingAI-observed storefront adoption for Analyzify (GA4 & Ads and Littledata.
What it doesn’t
Hands-on usability, customer-support quality, deliverability, merchant sentiment from review text, or revenue impact. We draw a sharp line around what we can observe.
Methodology
Where the numbers come from.
Ratings, review counts, pricing, and categories come from the live Shopify App Store listing, refreshed daily. Review growth compares the observed snapshots across the trailing 30-day window. “Stores observed” and the platform split come from OngoingAI’s weekly storefront census — the real stores running each app, not the listing’s claimed totals. Comparison generated Sep 16, 2026.
See who’s switching — as it happens.
Track app adoption on live ecommerce stores. Find merchants running Analyzify (GA4 & Ads or Littledata, follow stack changes, and see when a store installs, removes, or replaces an app.