Local pack review gap calculator

Free · no signup · live math in your browser · by Prospect Audits
Enter your rating and review count plus the three businesses that show in the map pack for your main search. You get your review-strength score versus theirs — review strength is the main visible tiebreaker for who earns those three spots.
Rating (1–5)Review count You Pack #1 Pack #2 Pack #3
Measure my gap →

How the strength score works

Rating alone is misleading — a 5.0★ with 6 reviews loses to a 4.6★ with 300. The score here multiplies rating by the logarithm of review count (volume has diminishing returns), the same shape our full audit uses for its competitive-position category. It's a comparison heuristic, not Google's algorithm — Google doesn't publish that.

Reading your result

A gap under 10% is usually winnable with velocity alone (see our review velocity calculator). Over 25%, reviews are necessary but not sufficient — the full audit shows which other factors (categories, proximity coverage, engagement) can close the rest.