Public information cannot establish a competitor's private advertising spend, customer losses, or market share.
Advertised offers and treatment prices may differ from actual transaction prices.
Confirm discovery behavior, refresh frequency, and watch-list capacity for your account during setup.
Rankings and ratings inform decisions but do not guarantee that you will overtake another business or acquire its customers.
A single search records one point. Results depend on the searcher's location and history, and no tool, including grid-based rank trackers, can fully replicate a person's search history.
Google publishes no weights for relevance, distance, or prominence, no formula for how reviews or links are scored, and no official rank-checking tool.
Whitespark's ranking-factor scores are practitioner opinion, not Google disclosure, and the page does not explain how its 0 to 5 ratings aggregate into scores. Signal-group percentages from third-party write-ups (GBP 32%, reviews about 20%, on-page 19%, links 15%, citations 7%) are unconfirmed against Whitespark's chart.
Whether Google's Performance report masks low-volume search terms is unconfirmed: a third-party summary says terms under 15 impressions show as "<15," but Google's page as retrieved states no threshold.
Vendor prices and feature descriptions were read on 2026-10-01 from each vendor's own pages; vendor marketing claims were not verified and no tool's accuracy was tested. Birdeye's price is not published, and Moz Local's own pricing page could not be retrieved, so its $14 to $20/mo per location figure is third-party and unconfirmed.
BrightLocal's review-survey figures come from a vendor-run survey of 1,002 US adults, not independent research, and the Google Maps user figure is from October 2024.