NAMEBEAM The dated record of who AI names

MARKET REPORT · DALLAS, TX · SEPTEMBER 2026 · DATED RECORD

Who AI Recommends in Dallas, TX

Window, corrected 2026-10-05: this report counts September 1 to 28, 2026 (28 run days). Our Perplexity collection method changed on September 28. The full-month record (30 run days) is the September panel: /panels/dallas-tx.html.

For 28 days we asked five AI engines the same buyer questions a Dallas, TX customer would ask, about personal injury attorneys, residential roofing, and wrote down every business they named. This is the dated record of what they said.

Arrington Roofing was named on 24 of 28 days. Most-named business in Dallas, TX, September 2026 · full table below

Key findings

Arrington Roofing is Dallas's most-named business.

Perplexity named Arrington Roofing on 24 of 28 days, named straight through September 28, the final run day.

Roofing beats law on Perplexity.

The top roofer (Arrington, 24 days) outranks the top firm (Grossman Law Offices, 22), and four of the top six most-named businesses are roofers.

Zehl & Associates wins both engines.

Named by Perplexity on 19 days, with zehllaw.com cited in Google's results on 5 days, the rare Dallas firm converting on both.

Anthropic named zero Dallas businesses in 56 answers.

Gemini named 66 distinct businesses answering the same questions. The engine you ask is the answer you get.

Most named by Perplexity

Businesses Perplexity named most often when asked Dallas, TX buyer questions, 2026-09-01 to 2026-09-28.

BusinessNicheDays namedFirst to last
Arrington Roofingresidential roofing242026-09-01 to 2026-09-28
Grossman Law Officespersonal injury attorneys222026-09-01 to 2026-09-26
T Rock Roofingresidential roofing192026-09-01 to 2026-09-27
Zehl & Associatespersonal injury attorneys192026-09-01 to 2026-09-23
Blue Hammer Roofingresidential roofing152026-09-01 to 2026-09-27
New View Roofingresidential roofing142026-09-05 to 2026-09-28
Bert Roofingresidential roofing82026-09-09 to 2026-09-22
Frank Bransonpersonal injury attorneys82026-09-01 to 2026-09-18
Lon Smith Roofingresidential roofing82026-09-09 to 2026-09-21
Lyons & Simmonspersonal injury attorneys82026-09-09 to 2026-09-26

Most cited in Google results

Domains Google's results cited most often on the same questions.

BusinessDomainDays citedFirst to last
Ben Crumpbencrump.com52026-09-03 to 2026-09-27
Cedurcedur.com52026-09-22 to 2026-09-28
Herrman & Herrmanherrmanandherrman.com52026-09-03 to 2026-09-27
Montgomery Firmmontgomeryfirm.com52026-09-03 to 2026-09-27
Mullen & Mullenmullenandmullen.com52026-09-03 to 2026-09-27
Zehl Lawzehllaw.com52026-09-03 to 2026-09-27

The engines disagree

Same questions, same days, different answers. That disagreement is the point: a check that skips an engine is guessing on your behalf.

EngineDays askedDistinct businesses
Anthropic280
Gemini2866
Google SERP2846
OpenAI2836
Perplexity2841

Days asked counts the days each engine received the questions. Gemini returned no business names after September 26, so its answered days are fewer than its days asked.

Anthropic answered all 28 days and named zero businesses; it returned buying criteria and directories instead of names. Perplexity named 41 distinct businesses. If your customer asks Perplexity and you're invisible there, the other four engines don't save you.

What this means if you run a Dallas, TX business

If you run a Dallas, TX business, this page is your competition's report card and yours. The engines were asked the same questions your customers ask, every day for a month, and their answers are dated above. The free 5-engine check runs the same test on your business specifically, all five engines, one dated transcript, no card.

See where your business stands on all five engines.
Free. No card. Dated transcript by email.

Run my free 5-engine check

Method

Same buyer questions asked to each engine once a day, every answer stored with its date and file hash. Counts computed from the record; nothing estimated. Dated record 2026-09-01 to 2026-09-28, 28 run days, generated 2026-09-29 03:15:37 UTC from Namebeam_E1_Dataset_LATEST.csv. 183 distinct businesses tracked across 2 niches.

Full machine-generated panel: https://markets.namebeam.ai/panels/dallas-tx.html. NameBeam's own public record: proof.namebeam.ai. NameBeam is an educational/marketing service; AI answers change over time and no rankings, traffic, or revenue are promised.