Context changes the meaning
One hundred reviews may be strong in one market and weak in another. Nearby competitors provide the relevant baseline.
Rating and volume work together
A high rating with very few reviews tells a different story from a high rating backed by a large sample.
Recency requires evidence
Do not claim review velocity or recency unless individual review dates were actually inspected.
Turn metrics into discovery
Ask how the business currently requests and responds to reviews rather than assuming the cause of a gap.
Frequently asked questions
What should I prioritize when evaluating local seo software?
Prioritize verified data quality, workflow fit, clear ownership, measurable outcomes, and graceful handling of provider failures before comparing feature counts.
Can AI replace the human sales process?
AI can remove repetitive preparation and administration, but teams still benefit from human judgment for nuanced qualification, sensitive claims, exceptions, and relationship-building.