Scoring

Sentiment scoring

Every testimonial gets a 0–100 authenticity and persuasiveness score, so your strongest submissions surface first.

Your best proof, ranked automatically

When testimonials start coming in at volume, deciding which ones to feature becomes its own chore. HelloFeed scores each submission on authenticity and persuasiveness so the most compelling ones rise to the top automatically — no manual triage required.

Use the score to prioritize what goes on your Wall of Love, what gets licensed for ads, and what to pay out on. It's a fast, consistent signal that keeps your strongest social proof front and center.

0–100 on every clip

A consistent score for authenticity and persuasiveness across all submissions.

Auto-surface winners

Sort and filter by score so the strongest testimonials publish first.

Threshold publishing

Set a minimum score to auto-approve, or review manually — your call.

Common questions

Sentiment scoring — HelloFeed