Storefront Audit· Birmingham AI Visibility Index

Google gave losers page 2.
AI gives them nothing.

We asked AI assistants 25 real car-buyer questions about Birmingham, Alabama. 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 40 local dealers got named in the answers.

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

25
buyer questions asked
40
dealers tracked
14 of 20
of Google's top 20: never named once

Birmingham used-car dealers, ranked by AI visibility.

Top 10 of 40 · ranked by composite AI Visibility Score · June 2026

#DealerGradeScoreNamedReviews
01EchoPark AutomotiveA
80
13/257,212
02Donohoo AutoPelhamB
69
8/254,309
03Vestavia Auto PlazaVestavia HillsB
60
9/25406
04Birmingham Luxury MotorsC
59
4/251,434
05CRM MotorsPelhamC
58
8/25318
06Enterprise Car SalesPelhamC
58
4/25894
07Preferred ImportsC
56
10/25221
08LR Auto SalesC
55
7/25167
09Bryant Used CarsC
51
5/2572
10Alset BirminghamC
50
5/2526

The other 30 dealers scored below 50. Most were never named at all.

3 of the AI's top 5 dealers aren't in Birmingham.

Times named, out of 25 Birmingham buyer questions

01
EchoPark Automotive
Birmingham
13×
02
Preferred Imports
Birmingham
10×
03
Vestavia Auto Plaza
Vestavia Hills
9×
04
Donohoo Auto
Pelham
8×
05
CRM Motors
Pelham
8×

The map pack is geography. The AI answer is legibility.

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

4.0
221 reviews
Named by AI
10×
out of 25 buyer questions
4.9
464 reviews
Named by AI
out of the same 25

Same city. Same month. Same questions.

The difference is a website machines can read.

Methodology

The questions

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

The scoring

Each dealer's AI Visibility Score combines how often AI answers name them, how they're described when named, and how machine-readable their web presence is. Named counts are shown raw: times named out of 25.

The field

40 used-car dealers across the Birmingham metro, including Pelham, Vestavia Hills, and Hoover. 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 good their reviews are.

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.