Side-by-side comparison · 24 data points
TrueROAS tracks your store orders and attributes results to the correct Meta/Google/TikTok ad.
| TrueROAS ‑ AI Ad Attribution | Grapevine Post Purchase Survey | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
Post purchase, NPS & attribution surveys you can query with your own AI. Unlimited responses.
| Metric | TrueROAS ‑ AI Ad Attribution | Grapevine Post Purchase Survey |
|---|---|---|
| Rating | 4.7 ★ | ★ 5.0 ★ |
| Total reviews | 93 | ★ 222 |
| Free plan | Yes | Yes |
| Pricing | Free to install | Free plan available |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | ★ 4 tiers | 1 tier |
| Listed features | 5 | 5 |
| Featured placements | — | 2 |
| Review velocity (30d) | — | 13 new |
| Languages | 1 supported | 7 supported |
| Listed since | Sep 2022 | Aug 2017 |
Grapevine Post Purchase Survey edges out TrueROAS ‑ AI Ad Attribution on rating (5.0★ vs 4.7★), but the gap is small enough that pricing fit and feature differentiation should drive the decision more than the headline number.
Pricing entry tiers: TrueROAS ‑ AI Ad Attribution at Free to install, Grapevine Post Purchase Survey 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.
Grapevine Post Purchase Survey has the larger user base (222 reviews vs 93), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. TrueROAS ‑ AI Ad Attribution's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat.
Recommended by size: small/early-stage merchants who need fast install and low risk should default to Grapevine Post Purchase Survey; mid-market and enterprise merchants with specific feature requirements should evaluate both — TrueROAS ‑ AI Ad Attribution's 93-review base may include the workflow context that matches your specific use case better than Grapevine Post Purchase Survey'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: TrueROAS ‑ AI Ad Attribution audit • Grapevine Post Purchase Survey audit
| Last updated | — | — |
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| Keyword | TrueROAS ‑ AI Ad Attribution | Grapevine Post Purchase Survey |
|---|---|---|
| attribution | #1 | Not ranked |
| purchase survey | Not ranked | #1 |
| post purchase feedback surveys | Not ranked | #1 |
| post-purchase surveys | Not ranked | #1 |
| marketing attribution analytics | #7 | Not ranked |
Not featured in any section recently.
| Signal | TrueROAS ‑ AI Ad Attribution | Grapevine Post Purchase Survey |
|---|---|---|
| Average rating | 4.7 ★ (93) | 5.0 ★ (222) |
| Rating distribution | 5— 4— 3— 2— 1— | 597% 43% 30% 20% 10% |
| Reviews · last 7 days | — | +3 |
| Reviews · last 30 days | — | +13 |
| Reviews · last 90 days | — | +29 |
No reviews yet.
Both TrueROAS ‑ AI Ad Attribution and Grapevine Post Purchase Survey offer paid plans only. TrueROAS ‑ AI Ad Attribution starts at Free to install; Grapevine Post Purchase Survey starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
Grapevine Post Purchase Survey has the higher average rating (5.0★ from 222 reviews) compared to TrueROAS ‑ AI Ad Attribution (4.7★ from 93 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
Grapevine Post Purchase Survey holds the higher average rating (5.0★ vs 4.7★). 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. Grapevine Post Purchase Survey has the deeper published review base (222 vs 93), 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.
TrueROAS ‑ AI Ad Attribution typically suits early-stage and growth-mode teams based on its published review base (93 reviews). Grapevine Post Purchase Survey typically suits early-stage and growth-mode teams based on its published review base (222 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.
We use Grapevine to measure NPS and gather feedback from our customers. The app works well in Shopify, is really easy to use, and offers many options at a fair price! It’s an awesome tool for gaining valuable insights about customer experience. The support is also great, Sam responds fast and helps anytime we need. Hig
This app is very user friendly. And the team is super helpful. Highly recommend it!
Works well - And fairly priced - Very Happy
This has worked great for us at a good price.
Migration support varies by app and category. TrueROAS ‑ AI Ad Attribution and Grapevine Post Purchase Survey 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 TrueROAS ‑ AI Ad Attribution" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
