Side-by-side comparison · 24 data points
Increase your store's conversion rate by 20% and increase 27% in sales with visual recommendations
| FrankieAI Recommendations | Report Pundit | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
Build custom reports, automate reports & analytics, and reconcile data from key integrations easily
| Metric | FrankieAI Recommendations | Report Pundit: Custom Reports |
|---|---|---|
| Rating | 5.0 ★ | 5.0 ★ |
| Total reviews | 30 | ★ 2k |
| Free plan | Yes | Yes |
| Pricing | Free trial available | Free plan available |
| Built for Shopify | — | — |
| Pricing tiers | 4 tiers | 4 tiers |
| Listed features | 3 | ★ 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Jun 2019 | Aug 2019 |
FrankieAI Recommendations and Report Pundit: Custom Reports are evenly matched on rating (5.0★ vs 5.0★) — the differentiator comes down to pricing fit, feature breadth, and which app's interaction pattern suits your team's workflow.
Pricing entry tiers: FrankieAI Recommendations at Free trial available, Report Pundit: Custom Reports 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.
Report Pundit: Custom Reports has the larger user base (2,029 reviews vs 30), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. FrankieAI Recommendations's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat.
Recommended evaluation path: install both apps' free tiers (where available) and run them in parallel on a small cohort for 7-14 days before committing. The data tables below show the per-feature breakdown — for most merchants the deciding factor will be a single integration or workflow detail that's hard to compare from listing pages alone.
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: FrankieAI Recommendations audit • Report Pundit: Custom Reports audit
| Keyword | FrankieAI Recommendations | Report Pundit |
|---|---|---|
| custom reports | Not ranked | #1 |
| reports | Not ranked | #1 |
| custom report generation | Not ranked | #1 |
| ai product recommendation | #19 | Not ranked |
| recommendation quizzes | #71 | Not ranked |
No tracked changes.
Both FrankieAI Recommendations and Report Pundit: Custom Reports offer paid plans only. FrankieAI Recommendations starts at Free trial available; Report Pundit: Custom Reports starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
FrankieAI Recommendations (5.0★, 30 reviews) and Report Pundit: Custom Reports (5.0★, 2,029 reviews) are essentially tied on rating. Look at review velocity and individual reviewer quotes — both visible on each app's detail page — to differentiate.
AppRanks cannot separate these two on rating — both sit at 5.0★. Report Pundit: Custom Reports does carry the larger published review base (2,029 vs 30). Read both apps' detail pages for the feature breakdown and recent listing changes.
Both apps are one-click installs from the Shopify App Store. Report Pundit: Custom Reports has the deeper published review base (2,029 vs 30), 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.
FrankieAI Recommendations typically suits early-stage and growth-mode teams based on its published review base (30 reviews). Report Pundit: Custom Reports typically suits early-stage and growth-mode teams based on its published review base (2,029 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. FrankieAI Recommendations and Report Pundit: Custom Reports 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 FrankieAI Recommendations" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
