Review themes become product-level opportunities.
Review theme clustering
1-star and 5-star reviews get grouped by topic automatically. Sizing, fit, quality, shipping, packaging. Patterns emerge without manual coding.
Per-PDP insights
Issues surface at the product level, so the test idea lands on the exact PDP where it matters.
Photo & video evidence
Visual review content attaches to each opportunity. The team shipping the fix sees what the customer saw.
Quote attribution
Every Spar test idea cites the customer voices behind it. The strongest evidence is the customer's own words.
The patterns hiding in your review feed.
Spar mines new reviews as they land, groups them by topic per PDP, and turns each repeated complaint or compliment into evidence for the backlog.
Authorize, sync reviews, cluster the themes.
- 1
Connect your Judge.me account
Authorize Spar with read access to your reviews. Takes about 30 seconds.
- 2
Sync review history
Spar pulls your full review archive on the first run, then keeps fresh reviews flowing automatically.
- 3
Watch the backlog populate
Spar clusters your reviews into ranked themes and turns each theme into a test idea, usually within the first few minutes.