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

City leaderboard · updated weekly

Toledo Roofing AI Visibility Index.

22 roofing 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	Skyline Roofing Is this you? Claim → Audit this business →	Elite	May 23	69
#2	Patriot Roof Pros Is this you? Claim → Audit this business →	Established	May 26	54
#3	Reliable Roofing Is this you? Claim → Audit this business →	Established	May 16	51
#4	Lighthouse Roof Pros Is this you? Claim → Audit this business →	Surfacing	May 21	37
#5	Trinity Roof Pros Is this you? Claim → Audit this business →	Surfacing	May 10	37
#6	Cornerstone Roofing Co. Is this you? Claim → Audit this business →	Surfacing	May 27	32
#7	Beacon Roofing Services Is this you? Claim → Audit this business →	Surfacing	May 20	26
#8	Bedrock Roofing Services Is this you? Claim → Audit this business →	Invisible	May 06	16
#9	Acme Roof & Siding Is this you? Claim → Audit this business →	Invisible	May 22	16
#10	Pro Service Roofing Is this you? Claim → Audit this business →	Invisible	May 21	16
#11	Hometown Roofing Is this you? Claim → Audit this business →	Invisible	May 02	12
#12	Allied Roofing Services Is this you? Claim → Audit this business →	Invisible	May 03	11
#13	Reliable Roofing Services Is this you? Claim → Audit this business →	Invisible	May 26	8
#14	Cornerstone Roof Pros Is this you? Claim → Audit this business →	Invisible	May 24	7
#15	Sterling Roof & Siding Is this you? Claim → Audit this business →	Invisible	May 24	6
#16	Beacon Roofing Is this you? Claim → Audit this business →	Invisible	May 04	6
#17	Anchor Roof & Siding Is this you? Claim → Audit this business →	Invisible	May 06	6
#18	Quality Roofing Co. Is this you? Claim → Audit this business →	Invisible	May 07	5
#19	Patriot Roofing Is this you? Claim → Audit this business →	Invisible	May 16	5
#20	TrueComfort Roofing Co. Is this you? Claim → Audit this business →	Invisible	May 07	4
#21	Heritage Roofing Co. Is this you? Claim → Audit this business →	Invisible	May 16	3
#22	Coastal Roofing 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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Toledo Roofing AI Visibility Index.

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