Storefront Audit· Dallas AI Visibility Index

Google gave losers page 2.
AI gives them nothing.

We asked AI assistants 25 real car-buyer questions about Dallas, Texas. The kind buyers actually ask: best place to buy a used truck, most trustworthy dealer, where to find a clean SUV under $25K. Then we counted which of the metro's 38 biggest-reviewed used-car dealers got named in the answers.

In an AI answer, you're either named or nonexistent.

25
buyer questions asked
38
dealers tracked
14 of 20
of the biggest-reviewed dealers: never named once

Dallas used-car dealers, ranked by AI visibility.

Top 10 of 38 · ranked by how often AI names them · June 2026

#DealerGradeScoreNamedReviews
01Texas Cars DirectA
68
17/251,244
02Autos of DallasPlanoB
44
11/255,601
03EchoPark Automotive DallasGrand PrairieB
36
9/2518,266
04Toyota of DallasB
36
9/2516,890
05Certified AutoplexB
36
9/251,793
06Auto City CreditB
32
8/251,528
07Big Tex Auto MartC
20
5/251,428
08DallasAutos4LessGarlandC
16
4/25946
09RPM GarageC
12
3/251,852
10Premier Autos of DallasAddisonD
8
2/251,106

Score = times named out of 25, scaled to 100. The other 28 dealers were named twice or less. Most were never named at all.

The biggest dealer in Dallas is not the one AI recommends.

Times named, out of 25 Dallas buyer questions

01
Texas Cars Direct
Dallas
17×
02
Autos of Dallas
Plano
11×
03
EchoPark Automotive
Grand Prairie
9×
04
Toyota of Dallas
Dallas
9×
05
Certified Autoplex
Dallas
9×

EchoPark has 18,266 reviews and gets named 9 times. Texas Cars Direct has 1,244 and gets named 17. The map pack is geography. The AI answer is legibility.

AI doesn't count your stars. It reads your website.

4.6
1,244 reviews · Texas Cars Direct
Named by AI
17×
out of 25 buyer questions
4.8
6,454 reviews · Cars and Credit Master
Named by AI
out of the same 25

Same city. Same month. Same questions.

The dealer with 5 times the reviews and a higher star rating got named zero times. The difference is a website machines can read.

Methodology

The questions

25 natural-language questions a real Dallas car buyer would ask an AI assistant: by vehicle type, budget, trust, financing, and trade-in scenarios. Same 25 questions for every dealer, run through a web-grounded AI engine in June 2026.

The scoring

A dealer's AI Visibility Score is how often AI answers name them, out of 25, scaled to 100. Named counts are shown raw so you can see exactly how the score is built. No black box.

The field

The 38 used-car dealers in the Dallas metro with the most Google reviews, including Plano, Irving, Garland, Grand Prairie, and Mesquite. Review counts and ratings pulled from Google the same week the questions were run.

Why it matters

A typical AI answer names 5 to 8 stores. There is no page 2. Buyers who start with AI never see the dealers that aren't named, no matter how many reviews they have.

Want to know how many of the 25 name your store?

We run the same check for any dealership in any market. The audit is free and takes about 10 minutes to generate. You get your score, who AI names instead of you, and exactly why.

Run my free AI visibility check

No card. No call required. Your data, your report.