Know what you're doing right.

Complaints get fixed. Praise disappears.

When a customer praises your speed or your friendly staff, that gets lost in the noise of managing complaints. Praise Theme Trend Tracking surfaces those signals — so you can protect your strongest operational advantages before staff turnover, seasonal pressure, or process drift quietly erodes them.

How it works

1. 1Ingestion — As positive reviews flow in, the AI triage engine tags each one with praise themes alongside its standard failure analysis.
2. 2Weekly aggregation — Every Sunday night, praise theme counts are aggregated per location, per theme, and stored as a weekly snapshot.
3. 3Trend calculation — Week-over-week delta is computed for each theme. “Friendly Staff” up 23% vs. last week. “Fast Service” down 11%.
4. 4Visualization — Results render as an interactive multi-series line chart inside your Analytics dashboard, with per-theme color coding and hover tooltips.

The operational insight loop

Praise trends are a leading indicator. When “Fast Service” praise drops three weeks in a row before a single 1-star complaint is filed, you're seeing a problem forming — not reacting to one that's already damaged your rating.

Pair this with Shift Pattern Heatmaps to identify exactly which shifts are driving the decline, and use AI-Generated SOPs to deploy corrective guidance to your team before customers start complaining publicly.