AI Engine Citation Record

Dallas

The Dallas Market Record is $49 a month as of 2026-11-09: one trade in one city, as a dated CSV and PDF. See the scope and buy.

As of 2026-10-22. Page built 2026-10-22.

4 niches for this market, 4 engines asked per niche.

Windows run from each niche's earliest to its latest row date, within 2026-08-09 to 2026-10-21.

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.

Receipt: Dallas TX dentists, Perplexity answers with public text 2026-10-08 to 2026-10-24 (17 days)

Source: public record github.com/mrcrtr1979-droid/namebeam-visibility-index, data commit 3a6eaa7f. Counts, not causes.

business	business site (in Google's top results 5+ days)	Perplexity named it (days)	third-party pages carrying its name (days)	Gemini named it	ChatGPT named it	Claude named it	site location check
Dental Implant Center	dentalimplantcenter.com	7 of 17	0 of 17	0 of 12	0 of 19	0 of 24	IN_METRO
ARCHPOINT Implant Dentistry	archpointid.com	0 of 17	0 of 17	0 of 12	0 of 19	0 of 24	IN_METRO
Dallas Periodontal Associates	dallasimplant.com	0 of 17	0 of 17	0 of 12	0 of 19	0 of 24	IN_METRO
Dentalogy Family Dentistry	dentalogytx.com	0 of 17	0 of 17	0 of 12	0 of 19	0 of 24	IN_METRO
fastnewsmile dental implant center	fastnewsmile.com	0 of 17	0 of 17	0 of 12	0 of 19	0 of 24	IN_METRO
LifeSmiles Of New Hope	lifesmilesofnewhope.com	0 of 17	0 of 17	0 of 12	0 of 19	0 of 24	OUT_OF_METRO
North Texas Dental Surgery	northtexasdentalsurgery.com	0 of 17	0 of 17	2 of 12	0 of 19	0 of 24	IN_METRO
Texas Center for Oral Surgery & Dental Implants	oralsurgerytexas.com	0 of 17	0 of 17	0 of 12	0 of 19	0 of 24	IN_METRO

Cited sources for Perplexity answers are held in the private record (2026-11-08).

Definitions: "named" here means the business's web address or exact name is written in the answer text. The Oct 29 public count also counts a cited address as named; under that count every day its own site was cited counts as named.

For agencies: this market every month, Market Record, one market, $49 a month; Agency Evidence Pack, $397 one-time. We do not sell to the businesses we measure. Questions: email works best, [email protected].

Receipt: Dallas TX orthodontists, Perplexity answers with public text 2026-10-08 to 2026-10-24 (17 days)

Source: public record github.com/mrcrtr1979-droid/namebeam-visibility-index, data commit 3a6eaa7f. Counts, not causes.

business	business site (in Google's top results 5+ days)	Perplexity named it (days)	third-party pages carrying its name (days)	Gemini named it	ChatGPT named it	Claude named it	site location check
Fusion Orthodontics	fusionorthodontics.com	6 of 17	13 of 17	0 of 11	0 of 19	0 of 24	IN_METRO
Gupta Smile Studio	guptasmilestudio.com	4 of 17	0 of 17	0 of 11	0 of 19	0 of 24	IN_METRO
Ohlenforst Carney Orthodontics	bracesbyoc.com	0 of 17	0 of 17	0 of 11	0 of 19	0 of 24	IN_METRO
Dallas Orthodontics	dallas-ortho.com	0 of 17	16 of 17	0 of 11	0 of 19	0 of 24	IN_METRO
Highland Park Orthodontics	hporthodallasbraces.com	0 of 17	0 of 17	0 of 11	0 of 19	0 of 24	IN_METRO
Monarch Dental	monarchdental.com	0 of 17	0 of 17	0 of 11	0 of 19	0 of 24	NATIONAL
Walnut Central Orthodontics	orthodontistdallastx.com	0 of 17	0 of 17	0 of 11	0 of 19	0 of 24	IN_METRO

Cited sources for Perplexity answers are held in the private record (2026-11-08).

Engine coverage

Each niche below was asked of Perplexity, OpenAI, Anthropic and Gemini on its own days; the answers that returned text per engine are stated with each niche.

Businesses named, by engine

Counts read "answers naming it / answers that returned text", per engine. Counting rule: a business counts for an engine when its full name, written with the same capital letters, appears in that engine's saved answer text, so a count means named in the answer text. The matching is the homepage explorer's name matching with an added capital-letter check on each word of the name, run over each niche's own window and counted per answer. A business listed as an example counts, and a count does not mean the engine picked it. Rows overlap (a chain and its locations are separate rows), so rows are not added together.

Until 2026-10-21 this page counted from the extracted business lists, which under-counted plain-text mentions by different amounts per engine (DQ-5). Details: Method, DQ-5.

dentists, 2026-10-08 to 2026-10-21

Answers that returned text: Perplexity 14, OpenAI 14, Anthropic 14, Gemini 2.

No.	Business	Perplexity	OpenAI	Anthropic	Gemini
1	Dr. David McFadden	11/14	0/14	0/14	0/2
2	Dr. Laura Rabe	6/14	0/14	0/14	0/2
3	American College of Prosthodontists	0/14	4/14	0/14	0/2
4	Dr. Laura N. Rabe	4/14	0/14	0/14	0/2
5	Dr. Kathia Steel	3/14	0/14	0/14	0/2
6	Dallas Dental Arts	0/14	0/14	0/14	2/2
7	Dr. Mark Glover	2/14	0/14	0/14	0/2
8	International Congress of Oral Implantologists	0/14	0/14	0/14	2/2
9	Park Cities	1/14	0/14	0/14	1/2
10	Surgical Specialists	0/14	1/14	0/14	1/2

33 businesses named in this niche and window; the top 10 are shown, ordered by total namings across the engines (used only to order the rows). This is a count, not a ranking and not an endorsement.

9 generic phrases (directories, review sites, certifications, topic words) were set apart and are not counted as businesses.

orthodontists, 2026-10-08 to 2026-10-21

Answers that returned text: Perplexity 14, OpenAI 14, Anthropic 14, Gemini 1.

No.	Business	Perplexity	OpenAI	Anthropic	Gemini
1	Walnut Central Orthodontics	13/14	0/14	0/14	0/1
2	Dallas Orthodontics	8/14	0/14	0/14	0/1
3	Dr. Benito Benitez	6/14	0/14	0/14	0/1
4	Fusion Orthodontics	5/14	0/14	0/14	0/1
5	Dr. Vick Gupta	4/14	0/14	0/14	0/1
6	Gupta Smile Studio	4/14	0/14	0/14	0/1
7	N. Central Expressway	4/14	0/14	0/14	0/1
8	Dr. Judy Choi	3/14	0/14	0/14	0/1
9	Lakewood Orthodontics	3/14	0/14	0/14	0/1
10	Bishop Arts	2/14	0/14	0/14	0/1

40 businesses named in this niche and window; the top 10 are shown, ordered by total namings across the engines (used only to order the rows). This is a count, not a ranking and not an endorsement.

3 generic phrases (directories, review sites, certifications, topic words) were set apart and are not counted as businesses.

personal injury attorneys, 2026-08-09 to 2026-10-21

Answers that returned text: Perplexity 71, OpenAI 74, Anthropic 74, Gemini 28.

No.	Business	Perplexity	OpenAI	Anthropic	Gemini
1	Grossman Law Offices	43/71	0/74	0/74	6/28
2	Zehl & Associates	42/71	0/74	0/74	19/28
3	The Law Offices of Frank L. Branson	41/71	0/74	0/74	4/28
4	Lyons & Simmons	29/71	0/74	0/74	0/28
5	Mullen & Mullen	20/71	0/74	0/74	17/28
6	Hamilton Wingo	2/71	0/74	0/74	14/28
7	Slack Davis	2/71	0/74	0/74	13/28
8	Miller Weisbrod Olesky	13/71	0/74	0/74	0/28
9	Thomas J. Henry Law	12/71	0/74	0/74	1/28
10	Ted Lyon Law	2/71	0/74	0/74	10/28

26 businesses named in this niche and window; the top 10 are shown, ordered by total namings across the engines (used only to order the rows). This is a count, not a ranking and not an endorsement.

residential roofing, 2026-08-09 to 2026-10-21

Answers that returned text: Perplexity 71, OpenAI 74, Anthropic 74, Gemini 19.

No.	Business	Perplexity	OpenAI	Anthropic	Gemini
1	Arrington Roofing	51/71	0/74	0/74	0/19
2	T Rock Roofing	42/71	0/74	0/74	0/19
3	New View Roofing	27/71	0/74	0/74	0/19
4	StazOn Roofing	26/71	0/74	0/74	1/19
5	Bert Roofing	21/71	0/74	0/74	0/19
6	Priority Roofing	21/71	0/74	0/74	0/19
7	RX Roof	19/71	0/74	0/74	0/19
8	KPost Company	17/71	0/74	0/74	15/19
9	Blue Hammer Roofing	16/71	0/74	0/74	0/19
10	Lon Smith Roofing	8/71	0/74	0/74	5/19

26 businesses named in this niche and window; the top 10 are shown, ordered by total namings across the engines (used only to order the rows). This is a count, not a ranking and not an endorsement.

Markets and query segments covered

Niches rolled into this market page: dentists, orthodontists, personal injury attorneys, residential roofing.