CarGenius Insights: AI for Automotive Retail
Thought leadership on AI, automotive commerce, and the future of car buying.
Dealer AI Visibility Trends: September 2026
What changed from August to September in terms of dealer AI visibility, and how dealerships can respond.
ChatGPT Is Asking Car Shoppers More Questions. Here's Why Dealers Should Care.
New CarGenius data shows a sudden rise in follow-up questions about vehicles, budgets and service needs, adding another step to how shoppers find dealerships.
Meta Muse: From AI that answers to AI that acts
Meta's new personal AI agent, Muse, takes on tasks instead of answering questions. We gave it a dealership MCP server: it searched live inventory and submitted a lead. What that means for dealers when the next shopper is an agent.
Jev and the Falling Cost of AI Intelligence
We tested TypeSafe's new decision model, Jev, on real CarGenius workloads. The results point to a future where specialized AI makes a much larger class of software automation practical.
How to Keep Cloudflare From Blocking Google and AI Crawlers
Cloudflare now separates Search, Agent and Training crawlers. Here's how dealer website teams can preserve Google and AI search access while choosing their AI training policy.
Brian Chesky Is Underestimating Chatbots
Brian Chesky sees the limits of chatbots. I think he underestimates how quickly AI can overcome them and reshape commerce.
Carvana Is Selling Huge Numbers of New Cars. Why Does AI Rank Its Jeep Stores So Low?
Carvana's Jeep stores are selling in big numbers, yet all five ranked in the bottom half of their markets for AI visibility. CarGenius looks at why.
When the Customer Sends an Agent
AI agents are starting to shop for cars. What happens when bots compare inventory, request quotes, negotiate deals and transact for buyers?
Why Yelp Matters for Car Dealers in AI Search
For years, many dealers could afford to treat Yelp as a secondary reputation channel. The OpenAI-Yelp relationship changes that.
Does Reddit Still Matter for AI Car Shopping Searches?
Reddit was heavily cited in ChatGPT AI Search results, but things have changed. We look at the latest trends, especially for car dealers.
How Google AI Overviews, AI Mode and Gemini Differ
Google AI Overviews, AI Mode and Gemini are related but not the same. A plain-English guide to how they differ, how large each has become, and why it matters for car dealers
AI Optimization for Dealers: What Matters
The CarGenius framework for dealer AI visibility: what we measure (visibility, sentiment, and competition across Find, Buy, and Service) and what moves it.
Introducing Dealer AI Visibility Reports
Public reports showing which dealerships AI assistants actually recommend, brand by brand and metro by metro - starting with Toyota across the 25 largest US metros.
Corey Lydstone joins the AutoSuccess Executive Spotlight
Our CEO Corey Lydstone joined the AutoSuccess Executive Spotlight to discuss MCP, AI search, and what happens when AI shops for cars. Watch now.
CarGenius AI's Corey Lydstone joins the Greenfield podcast
Our co-founder Corey Lydstone joined Steve Greenfield's podcast to discuss why AI will reshape car buying and what it means for dealers. Listen now.
AI Search is not another chat widget
Most dealer chat is built to capture a lead before it answers the question. AI Search flips that: answer first, earn the lead, and learn how AI understands your store. Here is why it is a different kind of tool, and why some dealers are now rebuilding their whole website around it.
What Is MCP and Why Does It Matter to Car Dealers?
When a shopper's AI goes looking for a car, where does it get the data? MCP is how dealers make sure it comes from them, not from stale scraped pages or third-party marketplaces. Here is what MCP is, why it matters, and what CarGenius is building.
Introducing CarGenius AI
Why we're building CarGenius AI, the infrastructure layer that puts dealers in control as AI becomes the new front door to car shopping. Our mission, our story, and where we are.
of car shoppers now start with AI
higher conversion with AI search
instant answers for every shopper
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