Feature

AI Sentiment Analysis

Every review is scored, tagged and clustered automatically so you see exactly what customers love, what they hate, and what's changing this week.

Topic clustering

Reviews are grouped into themes (delivery, staff, pricing) without a fixed taxonomy — new issues surface on their own.

Sentiment scoring

Each review and each topic gets a −1 to +1 score, tracked over time so drifts are obvious.

Real-time alerts

Slack or email the moment sentiment on any topic drops below your threshold. Fix problems before they trend.

Competitor benchmarks

Compare your sentiment on any topic against direct competitors on the same category.

Included

What you get

  • Zero-config topic detection
  • Multi-language (EN, FR, DE, ES, IT)
  • Trend deltas week-on-week
  • Slack + email alerts
  • Export to BigQuery / Snowflake
  • Redacted PII in every payload