Review recencyHow recently reviews were posted on a profile. Google weights recent reviews more heavily than older ones when ranking profiles in the map pack, making a consistent monthly flow more valuable than a one-time burst.Review velocityThe rate at which new reviews accumulate on a profile over time. A steady velocity signals an active, operating business to Google and makes it harder for competitors with infrequent reviews to close the gap.Average star ratingThe arithmetic mean of all star ratings on a profile, displayed prominently in map-pack listings. Even a fraction of a star difference — 4.6 vs 4.8 — influences click-through rates among New York homeowners comparing two similar trades.Sentiment analysisThe classification of review text into positive, neutral and negative themes. Tracking recurring negative themes — wait times, pricing communication, cleanup — identifies operational patterns that affect both rating and the quality of work delivered.Review gatingThe prohibited practice of pre-screening customers to direct only satisfied ones to review platforms, filtering out negative feedback. Google's policies prohibit review gating; our request system is sent to all completed jobs without pre-filtering.Owner responseA public reply from the business to a customer review, visible to everyone who reads the profile. Professional responses to negative reviews are a demonstrable trust signal that influences prospective customers who observe how a business handles criticism.