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

City leaderboard · updated weekly

Shreveport 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	Quality Heating & Cooling Is this you? Claim → Audit this business →	Elite	May 02	75
#2	Northeast Heat & Air Is this you? Claim → Audit this business →	Established	May 05	43
#3	Coastal HVAC Is this you? Claim → Audit this business →	Established	May 24	42
#4	Foundation Heating & Cooling Is this you? Claim → Audit this business →	Surfacing	May 12	30
#5	Pinnacle Heat & Air Is this you? Claim → Audit this business →	Surfacing	May 08	28
#6	Trinity Air Solutions Is this you? Claim → Audit this business →	Surfacing	May 26	26
#7	Lighthouse Air Solutions Is this you? Claim → Audit this business →	Surfacing	May 12	25
#8	Heritage Air Solutions Is this you? Claim → Audit this business →	Invisible	May 08	19
#9	Lighthouse Mechanical Is this you? Claim → Audit this business →	Invisible	May 08	16
#10	Reliable HVAC Is this you? Claim → Audit this business →	Invisible	May 07	15
#11	Beacon Heat & Air Is this you? Claim → Audit this business →	Invisible	May 12	14
#12	Beacon HVAC Is this you? Claim → Audit this business →	Invisible	May 14	13
#13	Beacon Air Solutions Is this you? Claim → Audit this business →	Invisible	May 07	11
#14	Acme Heating & Cooling Is this you? Claim → Audit this business →	Invisible	May 20	9
#15	Quality Climate Co. Is this you? Claim → Audit this business →	Invisible	May 01	8
#16	Riverside Climate Co. Is this you? Claim → Audit this business →	Invisible	May 21	8
#17	Riverside Heat & Air Is this you? Claim → Audit this business →	Invisible	May 26	5
#18	Sterling Heating & Cooling Is this you? Claim → Audit this business →	Invisible	May 06	5
#19	Express Heat & Air Is this you? Claim → Audit this business →	Invisible	May 25	3
#20	Cornerstone Heat & Air Is this you? Claim → Audit this business →	Invisible	May 12	3
#21	Reliable Mechanical Is this you? Claim → Audit this business →	Invisible	May 24	3
#22	Acme Mechanical Is this you? Claim → Audit this business →	Invisible	May 18	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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Shreveport HVAC AI Visibility Index.

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