Side-by-side comparison · 24 data points
Know which ads work, which customers return, and whether AI can find you. No cookies, no PII.
| Dataffeine | 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 | Dataffeine: Agentic Analytics | Report Toaster: Custom Reports |
|---|---|---|
| Rating | — | 4.9 ★ |
| Total reviews | 0 | 218 |
| Free plan | Yes | Yes |
| Pricing | Free trial available | Free plan available |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | 2 tiers | ★ 4 tiers |
| Listed features | 5 | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | May 2026 | Apr 2021 |
Based on the data on this page, Report Toaster: Custom Reports is the stronger choice for most Shopify App Store merchants — 4.9★ vs Dataffeine: Agentic Analytics's 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base.
Pricing entry tiers: Dataffeine: Agentic Analytics at Free trial available, 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 0), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Dataffeine: Agentic Analytics'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 Report Toaster: Custom Reports; mid-market and enterprise merchants with specific feature requirements should evaluate both — Dataffeine: Agentic Analytics's 0-review base may include the workflow context that matches your specific use case better than Report Toaster: 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: Dataffeine: Agentic Analytics audit • Report Toaster: Custom Reports audit
| Keyword | Dataffeine | Report Toaster |
|---|---|---|
| custom reports analytics | Not ranked | #1 |
| custom reports | Not ranked | #2 |
| custom report generation | Not ranked | #5 |
| ai agent | #234 | Not ranked |
| messenger agent | #238 | Not ranked |
No tracked changes.
Both Dataffeine: Agentic Analytics and Report Toaster: Custom Reports offer paid plans only. Dataffeine: Agentic Analytics starts at Free trial available; Report Toaster: Custom Reports starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
AppRanks cannot separate these two on rating, because neither publishes one. Report Toaster: Custom Reports does carry the larger published review base (218 vs 0). 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 0), 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.
Dataffeine: Agentic Analytics typically suits early-stage and growth-mode teams based on its published review base (0 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. Dataffeine: Agentic Analytics 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 Dataffeine: Agentic Analytics" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
