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CausalFunnel DataScience vs Propel Replay, Survey, Heatmap
Side-by-side comparison
CausalFunnel DataScience
CausalFunnel - The data science platform for your eCommerce store.
shopifyFree plan available
Propel Replay, Survey, Heatmap
See why shoppers don't buy, then fix it with replays, heatmaps, surveys, checkout recording & AI
Built for ShopifyshopifyFree plan available
At a glance
| Metric | CausalFunnel DataScience | Propel Replay, Survey, Heatmap |
|---|---|---|
| Rating | — | 4.9 ★ |
| Total reviews | 0 | 722 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | 4 tiers | 4 tiers |
| Listed features | 3 | ★ 5 |
| Featured placements | — | 1 |
| Languages | 1 supported | 1 supported |
| Listed since | Feb 2022 | Jun 2021 |
AppRanks verdict
Generated from live data on this pageThe call
On the measured data here, Propel Replay, Survey, Heatmap leads on more dimensions (3 vs 0). Pick CausalFunnel DataScience if one of the points where it leads is what you need.
Where Propel Replay, Survey, Heatmap leads
- More published reviews: 722 vs 0.
- Ranks higher in Analytics: #5 vs #499 of 1,526.
- Lists AI insights, Abandoned cart and Analytics dashboard (+27 more) in its marketplace category features; CausalFunnel DataScience doesn't.
How this is generated
Built only from the Shopify App Store listing data shown on this page. AppRanks does not accept payment to influence comparisons. Read the methodology
Read each app's audit: CausalFunnel DataScience audit • Propel Replay, Survey, Heatmap audit
1. Listing metadata
Field-level data| Field | CausalFunnel DataScience | Propel Replay, Survey, Heatmap |
|---|---|---|
| Tagline | ||
| Listing audit | 80/100 listing audit | 88/100 listing audit |
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
2. Pricing & plans
Marketplace-listed plans · paid plans cheapest first, not matched tier-for-tierTier
CausalFunnel DataScience
Propel Replay, Survey, Heatmap
Free plan
FREE
Free
- Cookie-less analytics
- Marketing performance with UTM
- 1 dashboard user
- Up to 1,000 monthly unique visitors
Free
Free
- 750 pageviews/mo.
- Live & recorded session replays
- 5 AI-powered replay summaries
- Unlimited heatmaps, 1 survey
- Full funnel and AI shopper analytics
- AI replay alerts and relevance scoring
- View cart contents and abandoned carts
- 30 days storage
Paid plans
GROWTH
- Cookie-less analytics
- Marketing performance with UTM
- 3 dashboard users
- Up to 5,000 monthly unique visitors
- SEO
- Speed
ENTERPRISE
- Cookie-less analytics
- Marketing performance with UTM
- 10 dashboard users
- Up to 15,000 monthly unique visitors
- Persona Predictor
ENTERPRISE
- Cookie-less Analytics
- Marketing performance with UTM
- Unlimited dashboard users
- Persona Predictor
- Buying Intent
- Nudges (Contact Us to Enable)
Basic
- 20,000 pageviews/mo.
- Live & recorded session replays
- 30 AI-powered replay summaries
- Unlimited heatmaps & surveys
- AI Assistant (+$5)
- Exclude IPs & countries
- See shopper IPs and customer details
- Advanced filters
Plus
- 40,000 pageviews/mo.
- Live & recorded session replays
- 60 AI-powered replay summaries
- Unlimited heatmaps & surveys
- AI Assistant (+$10)
- Exclude IPs & countries
- See shopper IPs and customer details
- Advanced filters
Premium
- 80,000 pageviews/mo.
- Live & recorded session replays
- 150 AI-powered replay summaries
- Unlimited heatmaps & surveys
- AI Assistant (+$15)
- Exclude IPs & countries
- See shopper IPs and customer details
- Advanced filters
3. Features
As listed by each developerCausalFunnel DataScience
- High-accuracy intent prediction
- Automated personalized nudges (offers)
- Report Visitors Activities
Propel Replay, Survey, Heatmap
- Watch live & recorded session replays to spot friction & cart abandonment
- Ask the AI Assistant what's costing you sales, without watching every replay
- Use heatmaps to spot ignored add-to-cart buttons, distractions & broken layouts
- Run on-site surveys to learn why shoppers didn't buy or abandoned checkout
- Spot bots & competitor clicks draining your ad spend, by IP and traffic source
4. Categories & rankings
Shared categories on the same row · in-category position inline5. Category features
Marketplace-curated features per categoryAnalytics3 shared · 33 total
Only in CausalFunnel DataScience
None
Only in Propel Replay, Survey, Heatmap
- Broken links
- Cohort analysis
- Event tracking
- Lifetime value (LTV)
- Loyalty analysis
- Page views
- Real-time tracking
- Replay filtering
- Segmentation
- Session replay
- Visitor IP
- Abandoned cart
- AI insights
- Checkout analytics
- Marketing attribution
- Pixel tracking
- Profit insights
- Purchase tracking
- ROAS
- UTM tracking
- Analytics dashboard
- Benchmarking
- Custom dashboards
- Custom reports
- Data export
- Forecasting
- GDPR compliance
- Heatmaps
- Notifications
- Report scheduling
Listed by both (3)
- Activity tracking
- Funnel analysis
- Historical analysis
6. Search rankings
Top 5 keywords · shared rankings prioritized| Keyword | CausalFunnel DataScience | Propel Replay, Survey, Heatmap |
|---|---|---|
| replays | Not ranked | #1 |
| session replay heatmaps | Not ranked | #1 |
| session replay analytics | Not ranked | #4 |
7. Featured placements & badges
Editorial visibilityCausalFunnel DataScience0 all-time · 0 recent
Not featured in any section recently.
Propel Replay, Survey, Heatmap1 all-time · 1 recent
- category · AnalyticsNovember 4, 2026
8. Activity in the last 90 days
Tracked changes · pricing, features, copy, screenshotsCausalFunnel DataScience · 0 changes
No tracked changes.
Propel Replay, Survey, Heatmap · 8 changes
- Oct 21descriptionListing copy updated
- Oct 1featuresFeatures list updated
- Oct 1descriptionListing copy updated
- Oct 1descriptionListing copy updated
- Oct 1descriptionListing copy updated
- Oct 1descriptionListing copy updated
- Oct 1descriptionListing copy updated
- Sep 30descriptionListing copy updated
9. App details
Long-form descriptionCausalFunnel DataScience
1. Use Persona Predictors with Intent Mapping to boost your conversion. * Combine Personas with Ad Spends to acquire new paying customers. 2. Combine Personas with Ad Campaigns' UTM parameters to improve conversion. 3. Use Cookie-less, DeepID technology to know accurately your Return on Ad Spend metric. * Deploy your ad dollars to the best-performing channels/campaigns in real time using our ROAS Tracker + CausalFunnel's A/B Test suite. 4. Use our SEO toolkit to increase site traffic.
Propel Replay, Survey, Heatmap
Trusted by 8,000+ Shopify stores to recover lost sales with session recording. Watch live or recorded replays of real shoppers, including abandoned carts, and see exactly where they hesitate or get stuck. Replay abandoned checkouts on Shopify Plus, find ignored buttons with heatmaps, and ask why shoppers didn't buy with on-site surveys. AI insights flag conversion drops before they cost you revenue. Running ads? See which clicks are bots or competitors. No code needed, set up in minutes.
Frequently asked
Common questions about this comparisonIs CausalFunnel DataScience or Propel Replay, Survey, Heatmap cheaper?
Both CausalFunnel DataScience and Propel Replay, Survey, Heatmap offer a free plan. CausalFunnel DataScience lists no paid plan with a published price; Propel Replay, Survey, Heatmap lists no paid plan with a published price. Prices are as listed on the Shopify App Store; check what each tier includes in the Pricing section above.
Should I choose CausalFunnel DataScience or Propel Replay, Survey, Heatmap?
AppRanks cannot separate these two on rating, because neither publishes one. Propel Replay, Survey, Heatmap does carry the larger published review base (722 vs 0). Read both apps' detail pages for the feature breakdown and recent listing changes.
Which is faster to set up, CausalFunnel DataScience or Propel Replay, Survey, Heatmap?
Both apps are one-click installs from the Shopify App Store. AppRanks doesn't measure setup time directly; Propel Replay, Survey, Heatmap has more published reviews to read for user-reported install experience (722 vs 0).
Which works better for small vs large Shopify App Store merchants?
AppRanks cannot say which fits a larger or smaller operation — there is no store-size measurement in the Shopify App Store data. What it can show: CausalFunnel DataScience has 0 published reviews; Propel Replay, Survey, Heatmap has 722 published reviews. Compare plan limits and pricing tiers against your own volume.
Can I migrate data between CausalFunnel DataScience and Propel Replay, Survey, Heatmap?
Migration support varies by app and category. CausalFunnel DataScience and Propel Replay, Survey, Heatmap 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 CausalFunnel DataScience" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
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