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Feature — Vouch Score

Vouch Score

Vouch Score distills rating, review velocity, sentiment, and response health into one transparent number per location — so a regional manager overseeing dozens of locations can spot the ones that need attention at a glance, and know exactly which input is dragging the score down.

What you get

One number, four transparent inputs

Vouch Score combines average rating, review velocity, sentiment trend, and response health into a single score — with each component visible, not hidden inside a black-box formula.

Per-location comparability

Because every location is scored the same way, multi-location teams can rank and compare locations directly instead of eyeballing four separate metrics per location.

Trend, not just snapshot

Vouch Score tracks over time, so a manager can see whether a location is improving or slipping — not just where it stands today.

Points directly at the fix

A low score broken down by component tells you immediately whether the problem is rating, stalled review volume, negative sentiment, or slow responses — and each of those maps to a specific action.

How it works

1

Vouch aggregates the four inputs

Average rating, review velocity, sentiment analysis of review text, and response-time/response-rate health are calculated per location on a rolling basis.

2

Inputs combine into one score

The four components combine into a single Vouch Score, weighted transparently rather than through an opaque proprietary formula.

3

Scores surface by location and portfolio

View Vouch Score per location, and roll up to regional or portfolio-wide views for multi-location reporting.

4

Act on the weakest component

A location with a low velocity component needs more solicitation; a low response-health component needs faster inbox turnaround. The score tells you where to look first.

FAQ

What goes into the Vouch Score?

Four components: average rating, review velocity (the rate of new reviews over time, not just the total count), sentiment trend from review text analysis, and response health (how quickly and consistently a location responds to reviews).

Is the Vouch Score formula public?

The four input components are disclosed and visible in your dashboard per location — Vouch Score is designed to be a transparent diagnostic, not a black-box vanity metric.

Can I compare Vouch Score across locations?

Yes — because every location is scored on the same four components, multi-location and franchise teams can rank locations directly and prioritize attention where the score is lowest or trending down.

Related

See Vouch Score in Vouch

Book a demo and we’ll walk through this feature with your own locations and channel mix.

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