A Deeper Review of Your Dealership’s AI Visibility
The AI Authority Review is the strategic deep dive for dealerships that want to understand why they show up, why competitors are being recommended instead, and what should be prioritized next.
The Snapshot shows where you stand. The Review explains what to do with it.
The complimentary AI Visibility Snapshot gives dealerships a first look at how they appear across ChatGPT, Gemini, and Perplexity. The AI Authority Review goes deeper with expanded platform testing, broader prompt coverage, competitor analysis, source intelligence, and prioritized visibility opportunities.
A strategic review of your dealership’s AI search position.
This is not a generic SEO audit. The AI Authority Review is built specifically around how franchise dealerships are discovered, evaluated, and recommended inside AI-generated answers.
Expanded AI Platform Review
Review how your dealership appears across a deeper set of AI platforms and answer environments.
- ChatGPT visibility review
- Gemini visibility review
- Claude visibility review
- Perplexity visibility review
Prompt-Level Visibility Analysis
Understand where your dealership is recommended, mentioned, cited, or missing across high-intent shopping and ownership prompts.
- Sales visibility prompts
- Service visibility prompts
- Ownership education prompts
- Trust and reputation prompts
Competitive Authority Review
Identify which competitors are being recommended instead and where they appear stronger in AI-generated answers.
- Competitor recommendation patterns
- Market-relative visibility gaps
- Prompt-by-prompt comparison
- Primary recommendation risks
Source and Citation Intelligence
See which websites, sources, and signals appear to influence the answers AI platforms generate about your market.
- Own-site citation review
- Third-party source review
- Review and reputation signals
- Content and authority signals
A deeper review built for dealership decision makers.
The AI Authority Review is designed for owners, GMs, marketing directors, and dealer groups that need more than a surface-level score.
Start With a Snapshot
Request a complimentary AI Visibility Snapshot to establish an initial baseline for your dealership.
Run the Deep Dive
The AI Authority Review expands the analysis across deeper prompts, platforms, competitors, and sources.
Prioritize Next Moves
You receive a clearer view of where visibility is weakest and what should be prioritized next.
Built for dealerships that are serious about AI visibility.
The AI Authority Review is for dealerships and dealer groups that want to understand not just whether they show up, but why they show up, where they are being outrepresented, and what can be improved.
- Dealer Principals evaluating long-term visibility risk
- General Managers wanting market-level clarity
- Marketing Directors comparing AI visibility with SEO performance
- Dealer groups comparing rooftop performance
- Stores ready to evaluate AI search as a measurable channel
This is the next step after the Snapshot.
The Snapshot tells you if there is something worth looking at. The Review shows where to dig deeper.
The AI Authority Review helps dealership leaders understand the competitive, technical, content, and reputation signals that may be influencing how AI platforms describe and recommend stores in their market.
Move from “Are we visible?” to “What is actually happening?”
Are we being recommended?
See when your dealership is the primary recommendation, a secondary mention, or absent entirely.
Who is showing up instead?
Identify the competing dealerships AI platforms recommend when your store is not the answer.
Which categories are weakest?
Break visibility down across sales, service, ownership education, and trust/reputation prompts.
What should we prioritize?
Translate the findings into clearer opportunities for content, website structure, reputation, and authority signals.
Not sure if you need the full Review yet?
Start with a complimentary AI Visibility Snapshot. If the snapshot shows meaningful visibility gaps, competitor risk, or category weakness, the AI Authority Review is the deeper next step.
Common questions about the AI Authority Review.
How is this different from the complimentary AI Visibility Snapshot?
The Snapshot is a first-look visibility report across ChatGPT, Gemini, and Perplexity. The AI Authority Review is a deeper strategic analysis that includes expanded testing, Claude, competitor review, source intelligence, and prioritized opportunities.
Is this the same as an SEO audit?
No. SEO audits typically focus on rankings, technical issues, keywords, and website health. The AI Authority Review focuses on whether AI platforms recognize, cite, and recommend your dealership when consumers ask high-intent questions.
Does the Review include Claude?
Yes. Claude is included in the AI Authority Review deep dive. The complimentary Snapshot is limited to ChatGPT, Gemini, and Perplexity.
Will this show which competitors are being recommended instead?
Yes. Competitive visibility is a core part of the Review because AI recommendation is market-relative. The Review shows where competitors appear and where your dealership may be missing from the conversation.
Do we have to change website providers or agencies?
No. AI Authority Engine is vendor agnostic. The Review identifies visibility gaps and opportunities, but the dealership decides who acts on the findings.
What is the best way to get started?
Start with the complimentary AI Visibility Snapshot. If the findings show enough opportunity or competitive risk, the AI Authority Review can provide the deeper analysis.
Start with visibility before moving into the deep dive.
Request your complimentary AI Visibility Snapshot to see how your dealership appears across ChatGPT, Gemini, and Perplexity.