The versus scoreboard

Somebody is winning your searches. We keep the score.

Every local market has a scoreboard, whether anyone reads it or not. Lighthouse Pro reads it: real searches, real reviews, real AI answers, measured on a schedule and written down. Here is one real market the platform measures every week. The businesses are not named. The numbers are not rounded.

A measured hvac business vs Its market leader
28 appearances across 63 tracked searches this weekcoverage · hvac · northern Utah · measured 2026-08-17 19
236 times named across 350 AI answers analyzedai answers · hvac · northern Utah · measured 2026-08-17 122
4.92,869 reviews star rating and review countreputation · hvac · northern Utah · measured 2026-08-17 4.91,750 reviews
6 map corners in the pack, of 81 measuredthe street grid · hvac · northern Utah · measured 2026-08-17 9
a real hvac business in northern Utah, measured 2026-08-17 every number re-checkable

On this scoreboard the measured hvac business leads 3 of the 4 measured rows.

The wire · real alert language from real measurements

GRID SCAN in the pack at 6 of 81 corners, 10 more one step out hvac · northern Utah · 2026-08-17 REVIEW PACE 8 new Google reviews in 8 days, rating holds at 5.0 across 135 junk removal · southeast Washington · 2026-08-17 CHANGE-WATCH 7 competitor page changes across 5 pages this week, each logged the day it was caught pest control · central Mississippi · 2026-08-17 DEMAND "hvac service" draws 10K-100K searches a month, "same day hvac service" draws 100-1K searches a month hvac · northern Utah · 2026-08-17 COVERAGE seen in 28 of 63 tracked searches, the market leader was seen in 19 hvac · northern Utah · 2026-08-17 AI ANSWERS named in 236 of 350 answers analyzed, the market leader was named 122 times hvac · northern Utah · 2026-08-17
How the score is kept

Four rows, measured the same way for both sides.

No estimates, no industry averages, no vibes. Each row is a measurement the platform takes on a schedule and stores, so every number on a board can be re-checked against the day it was taken.

Coverage

Every tracked search for the trade, run for real and counted. Not a rank estimate: a count of the searches each side actually appeared in.

AI answers

The AI engines get asked about the trade on a schedule, and every answer is stored word for word. The board counts how often each side gets named. Markets without this instrument yet say so plainly.

Reputation

Star rating and review count, read from the public record on each side's own clock. No screenshots, no cherry-picking, no invented quotes.

Map corners

A grid of real searches placed across the service area, corner by corner. Each corner either shows the business in the map pack or it does not.

Your move

Want the score for your own market?

The free grade is the scout. It measures where a business actually stands: the map, the reviews, the website, the searches people really type. Real numbers, not guesses, and nothing to install.

Same free grade the header offers. One email, no card, no call.