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

City leaderboard · updated weekly

Manchester 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	Reliable Mechanical Is this you? Claim → Audit this business →	Elite	May 22	66
#2	Northeast Heat & Air Is this you? Claim → Audit this business →	Established	May 04	46
#3	Pro Service Air Solutions Is this you? Claim → Audit this business →	Established	May 26	43
#4	Patriot Heat & Air Is this you? Claim → Audit this business →	Surfacing	May 21	36
#5	Bedrock HVAC Is this you? Claim → Audit this business →	Surfacing	May 16	33
#6	Pro Service Climate Co. Is this you? Claim → Audit this business →	Surfacing	May 03	30
#7	Lighthouse HVAC Is this you? Claim → Audit this business →	Surfacing	May 27	23
#8	Cornerstone Heating & Cooling Is this you? Claim → Audit this business →	Invisible	May 09	19
#9	Veteran Mechanical Is this you? Claim → Audit this business →	Invisible	May 19	14
#10	All-Star HVAC Is this you? Claim → Audit this business →	Invisible	May 26	11
#11	Pro Service Mechanical Is this you? Claim → Audit this business →	Invisible	May 22	11
#12	Comfort Pro Mechanical Is this you? Claim → Audit this business →	Invisible	May 01	10
#13	All-Star Climate Co. Is this you? Claim → Audit this business →	Invisible	May 01	9
#14	Reliable Air Solutions Is this you? Claim → Audit this business →	Invisible	May 21	9
#15	Comfort Pro Heat & Air Is this you? Claim → Audit this business →	Invisible	May 02	8
#16	Foundation Heating & Cooling Is this you? Claim → Audit this business →	Invisible	May 01	8
#17	Hometown Heat & Air Is this you? Claim → Audit this business →	Invisible	May 01	7
#18	Heritage Heat & Air Is this you? Claim → Audit this business →	Invisible	May 07	6
#19	Reliable HVAC Is this you? Claim → Audit this business →	Invisible	May 18	4
#20	Pinnacle Mechanical Is this you? Claim → Audit this business →	Invisible	May 10	3
#21	Coastal Mechanical Is this you? Claim → Audit this business →	Invisible	May 27	3
#22	Sterling Climate Co. Is this you? Claim → Audit this business →	Invisible	May 07	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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Manchester HVAC AI Visibility Index.

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