Bulk AI ‑ Smart Product Editor
AI Bulk edit products & metafields with preview & undo
4.8 stars · 34 reviews Built for Shopify · launched November 18, 2025
Categories: store design content product content , store management operations bulk editor
What this rating is made of
- Written in the first day
- 27%
- 47% across its category
- 28% across the store
- Written in the first week
- 52%
- Median tenure at review
- 5 days
From all 33 captured reviews. Tenure is read at the review, so it sets a minimum for how long the merchant stayed.
How fast reviews arrive
- New reviews, last 30 days
- 5
- Ahead of 99% of apps in its category
- Launch to first review
- 55 days
- Apps in its category with fewer reviews
- 98%
- of 471 apps
Over time
Daily snapshots since tracking began.
4 Aug16 Sept29 Oct
4 Aug16 Sept29 Oct
4 Aug16 Sept29 Oct
Reviews per month
2026-01 2026-09
Tenure at review
under a day
9 · 4.67★
1-7 days
8 · 5.00★
1-4 weeks
9 · 4.67★
1-3 months
3 · 5.00★
3-6 months
4 · 5.00★
6-12 months
0 · -★
1-2 years
0 · -★
over 2 years
0 · -★
Closest apps in store design content product content
By review count, within the same primary category.
| App | Pricing | Rating | Reviews |
|---|---|---|---|
| CS ‑ Export Product Images BFS | Free plan available | 4.7 | 33 |
| Swap Discovery: GEO & AEO BFS | Free trial available | 5 | 31 |
| AI Product Description ChatGPT BFS | Free | 5 | 25 |
| WritePilot ChatGPT AI Content BFS | Free plan available | 4.1 | 25 |
| Bloom: Product Feature Bullets BFS | Free plan available | 4.9 | 25 |
Figures come from public App Store pages and daily snapshots. Reviewers are a self-selecting minority of merchants, so none of this is a churn rate. How it's measured.