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

City leaderboard · updated weekly

Toledo 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	Acme Mechanical Is this you? Claim → Audit this business →	Elite	May 26	76
#2	Foundation Heat & Air Is this you? Claim → Audit this business →	Established	May 01	56
#3	Skyline Mechanical Is this you? Claim → Audit this business →	Established	May 07	51
#4	Reliable HVAC Is this you? Claim → Audit this business →	Surfacing	May 06	38
#5	Acme Climate Co. Is this you? Claim → Audit this business →	Surfacing	May 09	33
#6	Patriot HVAC Is this you? Claim → Audit this business →	Surfacing	May 23	32
#7	Sterling Climate Co. Is this you? Claim → Audit this business →	Surfacing	May 27	24
#8	Anchor Climate Co. Is this you? Claim → Audit this business →	Invisible	May 07	19
#9	Anchor Heat & Air Is this you? Claim → Audit this business →	Invisible	May 20	17
#10	TrueComfort Heating & Cooling Is this you? Claim → Audit this business →	Invisible	May 22	13
#11	Pro Service HVAC Is this you? Claim → Audit this business →	Invisible	May 07	12
#12	Cornerstone Heat & Air Is this you? Claim → Audit this business →	Invisible	May 12	11
#13	Beacon Climate Co. Is this you? Claim → Audit this business →	Invisible	May 27	10
#14	Trinity Heat & Air Is this you? Claim → Audit this business →	Invisible	May 23	10
#15	Beacon Air Solutions Is this you? Claim → Audit this business →	Invisible	May 27	9
#16	Comfort Pro Climate Co. Is this you? Claim → Audit this business →	Invisible	May 24	7
#17	Apex Climate Co. Is this you? Claim → Audit this business →	Invisible	May 19	6
#18	Coastal Heating & Cooling Is this you? Claim → Audit this business →	Invisible	May 08	6
#19	Anchor Air Solutions Is this you? Claim → Audit this business →	Invisible	May 17	5
#20	Foundation Air Solutions Is this you? Claim → Audit this business →	Invisible	May 18	4
#21	Veteran HVAC Is this you? Claim → Audit this business →	Invisible	May 23	4
#22	Heritage Heat & Air Is this you? Claim → Audit this business →	Invisible	May 26	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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Toledo HVAC AI Visibility Index.

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