Measure live field accuracy, ownership, duplicate risk, unresolved exceptions, update latency, source-data completeness, profile interactions, local visibility, conversion actions, and location-level business outcomes. Coverage is useful context, but it should not be the primary success metric when important profiles remain wrong or unmanaged.
What to do next
Measure quality
Audit the fields that influence customer decisions and access. Report the verified sample, publisher set, and date rather than a context-free percentage.
Measure operations
Track request age, approval time, publisher processing time, failure rate, support cases, duplicate resolution, and repeated errors.
Measure outcomes
Trend calls, directions, website visits, bookings, local rankings, review activity, and location performance alongside material changes.
Useful tools to explore
These products are relevant to the workflow. Verify current capabilities, pricing, coverage, and contract terms with each vendor.
Before you decide
- Metrics have stable definitions
- Live verification is sampled
- Operational and outcome metrics are separated
Avoid claiming direct causation when multiple marketing, operational, seasonal, and competitive factors changed at the same time.
Notes from the operating side
Coverage asks where data was sent. Operational reporting asks whether the public result is correct and useful.
Reporting lens
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