Side-by-side comparison · 24 data points
Flaunt AI Data Analyst — context-aware analytics for revenue growth
| Flaunt AI Data Analyst | Report Toaster | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
Custom reports & analytics for sales, inventory, orders & customers. Schedule, export & share.
| Metric | Flaunt AI Data Analyst | Report Toaster: Custom Reports |
|---|---|---|
| Rating | ★ 5.0 ★ | 4.9 ★ |
| Total reviews | 2 | ★ 218 |
| Free plan | Yes | Yes |
| Pricing | Free to install | Free plan available |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | 1 tier | ★ 4 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Aug 2024 | Apr 2021 |
Flaunt AI Data Analyst and Report Toaster: Custom Reports are evenly matched on rating (5.0★ vs 4.9★) — the differentiator comes down to pricing fit, feature breadth, and which app's interaction pattern suits your team's workflow.
Pricing entry tiers: Flaunt AI Data Analyst at Free to install, Report Toaster: 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 Toaster: Custom Reports has the larger user base (218 reviews vs 2), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Flaunt AI Data Analyst'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: Flaunt AI Data Analyst audit • Report Toaster: Custom Reports audit
| Keyword | Flaunt AI Data Analyst | Report Toaster |
|---|---|---|
| custom reports analytics | Not ranked | #1 |
| custom reports | Not ranked | #2 |
| custom report generation | Not ranked | #5 |
| helpdesk software | #81 | Not ranked |
| help desk software | #114 | Not ranked |
No tracked changes.
Both Flaunt AI Data Analyst and Report Toaster: Custom Reports offer paid plans only. Flaunt AI Data Analyst starts at Free to install; Report Toaster: Custom Reports starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
Flaunt AI Data Analyst (5.0★, 2 reviews) and Report Toaster: Custom Reports (4.9★, 218 reviews) are essentially tied on rating. Look at review velocity and individual reviewer quotes — both visible on each app's detail page — to differentiate.
Flaunt AI Data Analyst holds the higher average rating (5.0★ vs 4.9★). 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. Report Toaster: Custom Reports has the deeper published review base (218 vs 2), 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.
Flaunt AI Data Analyst typically suits early-stage and growth-mode teams based on its published review base (2 reviews). Report Toaster: Custom Reports typically suits early-stage and growth-mode teams based on its published review base (218 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. Flaunt AI Data Analyst and Report Toaster: 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 Flaunt AI Data Analyst" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
