AI Engine Citation Record

Miami

As of 2026-09-08.

22 of 26 usable rows for this market (26 attempted, 4 excluded as failed collection attempts, 0 excluded as quota-blocked collection attempts).

Those 22 usable rows span 17 distinct collection days, 2026-08-13 to 2026-09-05.

Corpus-wide this run: 422 of 483 rows usable across the full corpus file read for this run.

HOW THIS WAS MADE, IN FULL. AI made this page. A script extracted and counted every number on it from a dated corpus file; a machine wrote the sentences around those numbers. Nobody here is going to tell you a person hand-tallied this. We say so here because there is nowhere else on this page to say it.

1 of the 22 usable rows returned zero named businesses. A zero-result row is a real, recorded outcome, counted here exactly as it happened, not a gap in this page. Those rows fall on: 2026-08-13.

Engine coverage

Every one of the 22 usable rows for this market comes from one engine, Perplexity, 22 of 22. This page cannot show how any other AI model would have answered the same question on the same days, because that was not collected for this market.

Businesses named, by engine

Computed over all 22 usable rows for this market. Counts show the number of usable rows naming that business, by engine.

38 entries in the raw corpus field were a certification mark, a marketing fragment, a review-platform name, or a truncated name rather than a business, and are excluded from the table below rather than counted as any business's mention.

No.	Business	Perplexity	Total
1	Extreme Roofing Inc	19	19
2	Atlantic Metal Roofing	13	13
3	FL Roofing & Windows	11	11
4	Indigo Roofing	11	11
5	Ironwood Roofing Miami	11	11
6	Florida Standard Roofing	7	7
7	180+ MPH	6	6
8	Perkins Roofing	6	6
9	Indigo Roofing Contractor	4	4
10	Art’s Roofing & Construction	3	3
11	Miami-Dade County Notice of Acceptance	3	3
12	RoofNuts of Florida	3	3
13	“Best Overall”	3	3
14	American Roofing & Rain Gutters	2	2
15	GAF Master Elite	2	2
16	Miami-Dade County’s strict standards	2	2
17	Miami-Dade County’s strictest standards	2	2
18	top overall roofing contractor in Miami	2	2

15 further names appeared once and are held back until they repeat.

Markets and query segments covered

Corpus niche label(s) rolled into this market page: segment_roofing_miami.