How to summarize WooCommerce reviews and draft merchant replies with AI
AI Review Manager adds product-page review summaries, sentiment labels in admin, and draft replies — Cloud trial or BYOK.
Updated 2026-09-29
Reviews are gold — if shoppers can scan them
Long review threads bury pros and cons. An AI summary with sentiment helps shoppers decide faster, while merchants reply consistently from the edit screen.
Capabilities
Product-page summaries (pros/cons style), sentiment labels in the Comments list, and draft replies for merchants. Always edit drafts before posting — tone and policy matter.
- Front-end AI summaries
- Admin sentiment labels
- Draft replies from comment edit
- Cloud trial or BYOK
Moderation hygiene
AI can misread sarcasm or niche product jargon. Spot-check summaries after large import of reviews. Do not auto-publish replies without a human click.