Side-by-side comparison · 24 data points
Generate unlimited advanced REPORTS & PROFIT Analytics through Ai smart integrations and automation.
| Ai Reports & Profit Analytics | 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 | Ai Reports & Profit Analytics | Report Pundit: Custom Reports |
|---|---|---|
| Rating | 4.6 ★ | ★ 5.0 ★ |
| Total reviews | 23 | ★ 1.9k |
| Free plan | Yes | Yes |
| Pricing | Free | Free plan available |
| Built for Shopify | — | — |
| Pricing tiers | — | 4 tiers |
| Listed features | 5 | 5 |
| Featured placements | — | 1 |
| Languages | 1 supported | 1 supported |
| Listed since | Oct 2025 | Aug 2019 |
Based on the data on this page, Report Pundit: Custom Reports is the stronger choice for most Shopify App Store merchants — 5.0★ vs Ai Reports & Profit Analytics's 4.6★ is a meaningful gap that usually reflects real product or support quality differences across the user base. Pricing entry tiers: Ai Reports & Profit Analytics at Free, 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 (apps, orders, integrations) varies. Report Pundit: Custom Reports has the larger user base (1,907 reviews vs 23), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Ai Reports & Profit Analytics's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat. Recommended by store size: small/early-stage merchants who need fast install and low risk should default to Report Pundit: Custom Reports; mid-market and enterprise merchants with specific feature requirements should evaluate both — Ai Reports & Profit Analytics's 23-review base may include the workflow context that matches your specific use case better than Report Pundit: Custom Reports'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: Ai Reports & Profit Analytics audit • Report Pundit: Custom Reports audit
| Keyword | Ai Reports & Profit Analytics | Report Pundit |
|---|---|---|
| report | #7 | #1 |
| reports | #7 | #1 |
| reporting | #11 | #1 |
| custom reports | #18 | #1 |
| amazon importer | #139 | #47 |
Not featured in any section recently.
Both Ai Reports & Profit Analytics and Report Pundit: Custom Reports offer paid plans only. Ai Reports & Profit Analytics starts at Free; Report Pundit: Custom Reports starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
Report Pundit: Custom Reports has the higher average rating (5.0★ from 1,907 reviews) compared to Ai Reports & Profit Analytics (4.6★ from 23 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
It depends on what you're optimizing for. Ai Reports & Profit Analytics fits better if you prioritize broader integrations; Report Pundit: Custom Reports is the call if you need the higher-rated option. Read both apps' detail pages on AppRanks for the full feature breakdown, install counts, and recent listing changes.
Both apps are one-click installs from the Shopify App Store marketplace. Report Pundit: Custom Reports has more onboarding documentation maturity (1,907 reviews vs 23), which usually translates to better-tested setup wizards and quicker time-to-value. AppRanks doesn't measure setup time directly — read the recent reviews on each app's detail page for merchant-reported install experience.
Ai Reports & Profit Analytics typically suits early-stage and growth-mode stores based on its review-base composition (23 reviews). Report Pundit: Custom Reports aligns more with early-stage and growth-mode stores (1,907 reviews). Larger review bases generally mean the app has been load-tested at scale — relevant if you're processing high order volume or handling enterprise compliance requirements.
Migration support varies by app and category. Ai Reports & Profit Analytics 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 Ai Reports & Profit Analytics" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
