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What are Key Insights?

Currently rolling out across all listings on our platform, this AI-generated summary highlights key points about the vehicle that are relevant from a valuation perspective. Here's where the information comes from.



On select CLASSIC.COM listings from our sellers, you'll see a section called "Key Insights." This content is AI-generated and provided by CLASSIC.COM.

AI generates this summary using a combination of:

  • Details from the vehicle listing itself (make, model, specs)
  • Key facts and assertions from the seller's own description, when one has been provided
  • CLASSIC.COM market data, including comparable listings and pricing trends
  • Historical information about the vehicle from the web or its prior listings

These sources are combined into a short set of highlights meant to give users a quick, useful overview of what stands out about the vehicle to encourage them to visit the seller's website.

Because it is AI-generated, "Key Insights" are not written or submitted by the seller directly. If the seller has provided their own description, you'll also find it further down the listing page, separate from this section.

As we know, AI can occasionally make mistakes, so we always recommend confirming details directly with the seller for the most accurate, up-to-date information. If you believe the information shown is inaccurate, contact us at pitcrew@classic.com.

If you’re a seller, please note that Key Insights are not designed to reproduce or replace the need for your own description. Key Insights are only meant to generate interest in your listings and to provide distinguishing characteristics from a valuation perspective.

Screenshot 2026-08-11 at 9.41.57 PM

 

Questions about this feature?

"Key Insights" are currently being rolled out progressively to all sellers on CLASSIC.COM. If you're a seller and have questions about this feature, email us at pitcrew@classic.com.