Analytics

Prove ROI in dollars, not scores.

Estimated Recovered Revenue (ERR) calculates the financial impact of repairing operational failures. Know exactly how much revenue your team saved this month.

Beyond vanity metrics

Star ratings and review counts don't tell you what's happening operationally. OpsScaleIQ translates review data into business intelligence — failure rates, recovery trends, team accountability scores, and real dollar impact.

Sample ERR calculation

47

Issues resolved this month

$185

Avg. customer lifetime value

$8,695

Estimated Recovered Revenue

Based on industry-standard recovery rates: 70% customer retention when issues are resolved within SLA.

What's in the weekly digest

Total reviews ingested this week
Severity breakdown (1/2/3)
Top 5 failure categories
Tasks created vs resolved
SLA compliance rate
Estimated Recovered Revenue
Location-by-location comparison
Manager performance summary

Analytics capabilities

Estimated Recovered Revenue (ERR)

Dollar-value calculation of revenue recovered by resolving operational failures. Based on industry CLV benchmarks.

Weekly Owner Digest

Automated weekly email summarizing review volume, severity distribution, top failure categories, ERR, and team performance.

Shift Pattern Heatmaps

Visualize when issues happen most. See which shifts, days, and times produce the most failures. Available on Growth+.

Multi-Location Benchmarking

Compare locations against each other. Identify top performers and underperformers across your portfolio.

Trend Analysis

Track category trends over time. See if "wait time" issues are improving or worsening month over month.

Exportable Reports (PDF)

Generate branded PDF reports for stakeholders, franchisors, or board meetings. Available on Plus+.

Available on these plans

Lite

ERR + Weekly Digest

Essential

Basic benchmarking

Growth

Heatmaps + Advanced

Enterprise

Full + brand-wide

Compare all plans →