Background Paths
Background Paths

SeehowyourbrandshowsupinAIanswers.

AutoDepth measures how automotive brands and models appear when people ask AI assistants questions — across categories, competitors, and contexts.

What We Do

Every day, people ask AI assistants thousands of questions about cars:

"Best SUVs under $40k."
"Which cars are reliable for long commutes?"
"Alternatives to BMW 3 Series."

AutoDepth mirrors these natural questions across different price points, lifestyles, and features — then tracks which brands and models get recommended.

The result: a clear picture of your share of voice in AI conversations.

Why It Matters

AI is the new influence channel.

From ChatGPT to Perplexity, AI answers are shaping perceptions before a shopper even searches or steps into a dealership.

Competition is implicit.

If your model isn't listed, your competitor fills the gap.

Insights drive action.

Learn where your brand dominates, where you're absent, and how to shift visibility.

Highlights

Brand & Model Benchmarking
Measure your visibility vs. competitors in real AI answers.
32%
Toyota
27%
Honda
20%
Mazda
13%
Subaru
8%
Ford
Category Lenses
Understand mentions across lifestyle, price, feature, and brand-preference queries.
4Categories
Evidence-First
Grounded in real assistant responses, not surveys or guesswork.
Best SUV for families
Reliable commuter cars
Luxury sedans under $50k
Off-road capable SUVs
Trends Over Time
Monitor how new launches, campaigns, or narratives shift your share.

Example Insight

When people asked “Best compact SUVs for families in 2025”:

Honda CR-V80%
Toyota RAV476%
Subaru Forester60%

AutoDepth makes these AI-driven visibility battles measurable — so you know where you stand.

Your brand is already part of AI conversations.

AutoDepth shows you how often — and in what context.