Find the gap: mine competitors' negative reviews

Your competitors' 1- and 2-star reviews are a free list of unmet needs. Mine the recurring complaints, cluster them into themes, and turn the top gap into your product-page headline.

Angry reviews are written by the exact customers you both want, and they name what's broken and unclaimed. Mine competitors' 1-2 star reviews, have AI cluster the complaints into themes with counts, and rank them by how often they recur and how fixable they are. The top theme you can honestly beat becomes your differentiation, not a feature buried on page two.

Your competitors' 1- and 2-star reviews are a free list of unmet needs, written by the exact customers you both want.

Mine the recurring complaints and cluster them into themes. Each theme becomes a differentiation angle you can build your product page and positioning around.

What you'll learn

Go straight to the 1- and 2-star reviews
Extract complaints as phrases, not stars
Cluster into themes and count
Turn each theme into a claim