Example data. No real audits have run yet for hvac shops in Buffalo. The names below are illustrative. Run the first real audit → — you become #1 by definition.

City leaderboard · updated weekly

Buffalo HVAC AI Visibility Index.

22 hvac contractors ranked by their score across live AI search queries on ChatGPT and Perplexity. Same algorithm for every operator. See the methodology →

Operators ranked

Median score

Elite (60+)

Invisible (under 20)

Not on this list? Run your free audit and you'll appear on next week's update.

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Rank	Business	Bracket	Last audit	Score
#1	Sterling HVAC Is this you? Claim → Audit this business →	Elite	May 27	74
#2	Hometown Heat & Air Is this you? Claim → Audit this business →	Established	May 24	56
#3	Beacon Climate Co. Is this you? Claim → Audit this business →	Established	May 25	48
#4	Allied Mechanical Is this you? Claim → Audit this business →	Surfacing	May 13	28
#5	Family-Owned Heating & Cooling Is this you? Claim → Audit this business →	Surfacing	May 22	27
#6	Veteran Heating & Cooling Is this you? Claim → Audit this business →	Surfacing	May 09	27
#7	Lighthouse Heating & Cooling Is this you? Claim → Audit this business →	Surfacing	May 16	25
#8	Pinnacle Air Solutions Is this you? Claim → Audit this business →	Invisible	May 22	19
#9	Veteran Mechanical Is this you? Claim → Audit this business →	Invisible	May 11	18
#10	Comfort Pro Mechanical Is this you? Claim → Audit this business →	Invisible	May 19	18
#11	TrueComfort Air Solutions Is this you? Claim → Audit this business →	Invisible	May 18	17
#12	Reliable HVAC Is this you? Claim → Audit this business →	Invisible	May 21	16
#13	Bedrock Heating & Cooling Is this you? Claim → Audit this business →	Invisible	May 10	16
#14	Patriot Heating & Cooling Is this you? Claim → Audit this business →	Invisible	May 09	15
#15	Trinity Air Solutions Is this you? Claim → Audit this business →	Invisible	May 02	13
#16	Hometown Climate Co. Is this you? Claim → Audit this business →	Invisible	May 25	10
#17	Reliable Mechanical Is this you? Claim → Audit this business →	Invisible	May 05	10
#18	Riverside Heating & Cooling Is this you? Claim → Audit this business →	Invisible	May 15	7
#19	Acme Heating & Cooling Is this you? Claim → Audit this business →	Invisible	May 12	6
#20	Riverside Air Solutions Is this you? Claim → Audit this business →	Invisible	May 04	4
#21	Family-Owned Air Solutions Is this you? Claim → Audit this business →	Invisible	May 22	4
#22	Coastal HVAC Is this you? Claim → Audit this business →	Invisible	May 23	3

Names anonymized in this seeded launch index. As real audits come in they replace the seed data. Operators can request removal via hello@mentionedinai.com (24h SLA).

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Buffalo HVAC AI Visibility Index.

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