A Benchmark for How AI Sees Your Dealership.
The AI Authority Score measures how often a dealership appears, is recommended, or is missing when consumers ask AI platforms where to buy, service, or trust a dealership in their market.
The dealership is visible in some AI answers, but competitors are still earning too many high-intent recommendations.
Dealers need a way to measure what AI platforms actually say.
Traditional SEO tools were built to measure rankings, traffic, keywords, and website health. AI Authority Engine was built to measure a different question: when a consumer asks an AI platform which dealership to choose, does your store appear in the answer?
The AI Authority Score turns live AI answers into a dealership benchmark.
The score evaluates whether your dealership is recommended, mentioned, cited, or absent across high-intent dealership prompts.
Recommendation Presence
Measures how often the dealership earns a meaningful position in AI-generated answers.
- Primary recommendation
- Top-three presence
- Mentioned in the answer
- Missing from the answer
Category Visibility
Measures where the dealership is strongest and weakest across the questions that influence shoppers and owners.
- Sales visibility
- Service visibility
- Ownership authority
- Trust and reputation
Competitive Visibility
Measures which competitors are being recommended instead and how often they appear in AI answers.
- Most recommended competitors
- Competitor answer share
- Market visibility gaps
- Rooftop comparisons
A consistent question set creates a consistent benchmark.
AI Authority Engine uses standardized dealership prompts and live AI responses to evaluate visibility across major consumer decision categories.
Prompt
Run standardized dealership questions across AI platforms using the dealership’s brand, city, state, and market context.
Capture
Review the live AI-generated answers to identify whether the dealership is recommended, mentioned, cited, or absent.
Score
Convert the results into an AI Authority Score, category scores, competitor findings, and benchmark comparisons.
The score shows where the dealership stands today.
The goal is not to shame dealers with a number. The goal is to make AI visibility measurable, comparable, and easier to improve over time.
Low Visibility
The dealership is rarely recommended and competitors are likely controlling most AI-generated answers in the market.
Limited
The dealership appears in some answers, but visibility is inconsistent and competitors are frequently recommended instead.
Developing
The dealership has measurable AI visibility, but there are clear category gaps and competitive opportunities to address.
Strong
The dealership is showing up well across multiple prompt categories, though there may still be room to improve consistency.
Leading
The dealership is frequently visible and recommended across high-intent AI answers in its market.
The number becomes more useful when it has context.
AI Authority Engine compares dealership scores against a growing benchmark of franchise dealership audits. That context helps show whether a store is underperforming, outperforming, or sitting near the middle of the market.
- Overall dealership benchmark
- Brand-level comparisons
- Market-size comparisons
- Website-provider trends
- Category-level performance
- Competitive visibility patterns
A 62 in one market may not mean the same thing as a 62 in another.
Larger, more competitive markets often produce lower visibility scores because AI platforms have more strong options to choose from.
That is why AIAE tracks benchmark trends by market size, brand, website provider, and competitive set instead of treating every dealership as if it operates in the same environment.
The AI Authority Score can support both quick snapshots and deeper reviews.
The score is used to help dealers understand where they stand, but the level of detail depends on the product.
AI Visibility Snapshot
The complimentary Snapshot gives dealers a first look at how they appear across ChatGPT, Gemini, and Perplexity.
Request a SnapshotAI Authority Review
The Review provides deeper analysis, expanded prompt coverage, competitor findings, source intelligence, and prioritized opportunities.
Explore the ReviewAI Visibility Monitoring
Monitoring tracks whether visibility improves, declines, or shifts over time after the baseline has been established.
Explore MonitoringBetter visibility usually comes from stronger authority signals.
AI visibility can be influenced by the information AI platforms can find, understand, trust, and connect back to the dealership.
- Clear, useful dealership content
- Better sales and service information
- Stronger reputation and review signals
- Consistent dealership identity across the web
- Helpful ownership and maintenance resources
- Third-party mentions, citations, and authority signals
The score is not the strategy. It shows where strategy is needed.
AIAE does not force dealers into a required implementation package.
Dealers can use the findings with their current website provider, agency, SEO partner, internal team, or a separate implementation partner.
Start with a complimentary SnapshotCommon questions about the AI Authority Score.
Is this just another SEO score?
No. Traditional SEO tools focus on rankings, keywords, links, and website health. The AI Authority Score measures whether AI platforms recommend, mention, cite, or ignore a dealership in live answers.
Does a higher score guarantee AI recommendations?
No score can guarantee future AI recommendations. The score is a measurement tool that helps show current visibility, competitive gaps, and areas to improve.
Can dealerships improve their score?
Yes. Scores can improve when a dealership strengthens the signals AI platforms use to understand and trust the business, including content, reputation, service information, ownership resources, and third-party authority.
Which platforms are included in the complimentary Snapshot?
The complimentary AI Visibility Snapshot evaluates visibility across ChatGPT, Gemini, and Perplexity.
Is Claude included?
Claude is reserved for deeper AI Authority Review work because it adds additional cost and is best used for serious buying prospects who need a more detailed analysis.
Who is this score for?
Dealer Principals, General Managers, Marketing Directors, dealer groups, and agency partners that want a clearer way to measure dealership visibility inside AI-generated answers.
Request your complimentary AI Visibility Snapshot.
Start with a baseline view of how your dealership appears across ChatGPT, Gemini, and Perplexity when shoppers ask where to buy, service, or trust a store in your market.