Side-by-side comparison · 24 data points
AI Tagit uses artificial intelligence to automatically tag products based on the images.
| ChatGPT AI Product Tags | Loggr Product History & Revert | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
Undo product changes in 1 click. Full product edit history with instant revert.
| Metric | ChatGPT AI Product Tags | Loggr Product History & Revert |
|---|---|---|
| Rating | — | 5.0 ★ |
| Total reviews | 0 | 13 |
| 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 | Nov 2020 | Aug 2025 |
Based on the data on this page, Loggr Product History & Revert is the stronger choice for most Shopify App Store merchants — 5.0★ vs ChatGPT AI Product Tags's 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base.
Pricing entry tiers: ChatGPT AI Product Tags at Free to install, Loggr Product History & Revert 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.
Recommended by size: small/early-stage merchants who need fast install and low risk should default to Loggr Product History & Revert; mid-market and enterprise merchants with specific feature requirements should evaluate both — ChatGPT AI Product Tags's 0-review base may include the workflow context that matches your specific use case better than Loggr Product History & Revert'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: ChatGPT AI Product Tags audit • Loggr Product History & Revert audit
| Keyword | ChatGPT AI Product Tags | Loggr Product History & Revert |
|---|---|---|
| chatgpt ai | #16 | Not ranked |
| product matcher | Not ranked | #168 |
| ai support chatbot | #176 | Not ranked |
| chatbot ia | #183 | Not ranked |
| product feedback | Not ranked | #226 |
No tracked changes.
Both ChatGPT AI Product Tags and Loggr Product History & Revert offer paid plans only. ChatGPT AI Product Tags starts at Free to install; Loggr Product History & Revert 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. Loggr Product History & Revert does carry the larger published review base (13 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. Loggr Product History & Revert has the deeper published review base (13 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.
ChatGPT AI Product Tags typically suits early-stage and growth-mode teams based on its published review base (0 reviews). Loggr Product History & Revert typically suits early-stage and growth-mode teams based on its published review base (13 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. ChatGPT AI Product Tags and Loggr Product History & Revert 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 ChatGPT AI Product Tags" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
