Is AI Attribution or Propel Replay, Survey, Heatmap cheaper?

Both AI Attribution and Propel Replay, Survey, Heatmap offer a free plan. AI Attribution 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 AI Attribution 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 (725 vs 0). Read both apps' detail pages for the feature breakdown and recent listing changes.

Which is faster to set up, AI Attribution 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 (725 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: AI Attribution has 0 published reviews; Propel Replay, Survey, Heatmap has 725 published reviews. Compare plan limits and pricing tiers against your own volume.

Can I migrate data between AI Attribution and Propel Replay, Survey, Heatmap?

Migration support varies by app and category. AI Attribution 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 AI Attribution" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.

AppRanks

AI Attribution vs Propel Replay, Survey, Heatmap

Side-by-side comparison

AI Attribution

No rating yet

Track AI-attributed orders, GMV, and new customers.

shopifyFree plan available

Change

New comparison

Propel Replay, Survey, Heatmap

4.9·725reviews

See why shoppers don't buy, then fix it with replays, heatmaps, surveys, checkout recording & AI

Built for ShopifyshopifyFree plan available

Change

At a glance

10 metrics · ★ = leads on this metric

Feature comparison between AI Attribution and Propel Replay, Survey, Heatmap
Metric	AI Attribution	Propel Replay, Survey, Heatmap
Rating	—	4.9 ★
Total reviews	0	725
Free plan	Yes	Yes
Pricing	Free plan available	Free plan available
Built for Shopify	—	★ Yes
Pricing tiers	3 tiers	★ 4 tiers
Listed features	5	5

AppRanks verdict

Generated from live data on this page

The call

On the measured data here, Propel Replay, Survey, Heatmap leads on more dimensions (3 vs 0). Pick AI Attribution if one of the points where it leads is what you need.

Where Propel Replay, Survey, Heatmap leads

More published reviews: 725 vs 0.
Ranks higher in Analytics: #5 vs #1145 of 1,526.
Lists Abandoned cart, Activity tracking and Benchmarking (+23 more) in its marketplace category features; AI Attribution 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: AI Attribution audit • Propel Replay, Survey, Heatmap audit

1. Listing metadata

Field-level data

Field	AI Attribution	Propel Replay, Survey, Heatmap
Tagline	“Track AI-attributed orders, GMV, and new customers.”	“See why shoppers don't buy, then fix it with replays, heatmaps, surveys, checkout recording & AI”
Listing audit	77/100 listing audit	88/100 listing audit
Screenshots	4 images	10 images
Languages	English and Chinese (Simplified)	English
Platforms	Shopify	Shopify
Developer	Arcett

Featured placements	—	1

Languages	1 supported	1 supported

Listed since	Dec 2025	Jun 2021

Listed	December 22, 2025	June 17, 2021

6. Search rankings

Top 5 keywords · shared rankings prioritized

Keyword	AI Attribution	Propel Replay, Survey, Heatmap
replays	Not ranked	#1
heatmaps	Not ranked	#1
session replay analytics	Not ranked	#4
repro probe 1782243835817 3	#32	Not ranked
repro probe 1782162832342 3	#33	Not ranked

AI Attribution vs Propel Replay, Survey, Heatmap

AI Attribution

Propel Replay, Survey, Heatmap

At a glance

AppRanks verdict

1. Listing metadata

2. Pricing & plans

3. Features

4. Categories & rankings

5. Category features

6. Search rankings

7. Featured placements & badges

8. Activity in the last 90 days

AI Attribution · 1 changes

Propel Replay, Survey, Heatmap · 8 changes

9. App details

Frequently asked

Is AI Attribution or Propel Replay, Survey, Heatmap cheaper?

Should I choose AI Attribution or Propel Replay, Survey, Heatmap?

Which is faster to set up, AI Attribution or Propel Replay, Survey, Heatmap?

Which works better for small vs large Shopify App Store merchants?

Can I migrate data between AI Attribution and Propel Replay, Survey, Heatmap?

Track these apps' keyword rankings and listing changes

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