AIRANKS — The Authoritative Rankings for AI Web Content

AIRANKS measures AI visibility: we ask AI models real product and service questions, capture the complete answers as immutable observations, and publish what they contain — which brands were mentioned, which domains were cited, and which exact pages were linked. Every domain gets an AIR score from 1–10 (a decile of visibility in the active dataset; 0 means insufficient data), with the methodology in the open.

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AIRVER. FIGHTING — 2026

Artificial Intelligence Rankings

Domain Report

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edmunds.com

AIR 10

102 phrases · 34 brands · 7743 citations

What the AI Says

On August 14, 2026, the AI reported to us the following summary of this site:

Edmunds.com is primarily an automotive shopping, research, and consumer-advice website. Its homepage combines new- and used-car listings with vehicle reviews, expert rankings, pricing and deal ratings, financing prequalification, trade-in appraisals, buying guides, news, videos, and other tools intended to help users research, buy, sell, or finance a vehicle. The site describes its purpose as taking the guesswork out of buying or selling a car and helping shoppers purchase with confidence. (edmunds.com (www.edmunds.com)) The site serves a broad automotive niche rather than a narrow specialty: passenger cars, SUVs, trucks, hybrids, electric vehicles, family vehicles, and used cars. It is not centered on one manufacturer or product brand; instead, it covers numerous automakers, including Ford, Toyota, Honda, Hyundai, Kia, Chevrolet, BMW, Mercedes-Benz, Tesla, Subaru, Mazda, and Volkswagen. Edmunds also associates itself with services such as its Edmunds Rating, Top Rated Awards, True Market Value and appraisal tools, dealer listings, auto-loan information, and dealer-oriented products including advertising, trade-in, and messaging solutions. Sponsored content and advertising from manufacturers such as Mazda, Lexus, Genesis, Hyundai, and Acura are visible, but these do not appear to define the site’s editorial focus. (edmunds.com (www.edmunds.com)) The organization behind the site is Edmunds.com, Inc., which the website identifies as a wholly owned subsidiary of CarMax, Inc. The editorial operation is presented as a sizable professional team of automotive testers, writers, editors, video producers, and executives; Alistair Weaver is identified as SVP of Content and Editor-in-Chief, while Seth Berkowitz is listed as President. No single founder or individual author appears to be the sole operator of the website, although Edmunds provides editorial-team and executive biographies. (edmunds.com (www.edmunds.com)) Overall, Edmunds is best categorized as a combination of automotive media publication, educational consumer resource, vehicle marketplace, lead-generation and comparison platform, and commercial business website—not simply a blog. Its likely audience includes U.S. consumers researching a new or used vehicle, comparing brands and models, evaluating prices and financing, appraising or selling a car, and seeking expert automotive news and reviews; its dealer-facing products also indicate a secondary audience of automotive retailers and manufacturers. (edmunds.com (www.edmunds.com))

Recent Observations

AI-Assist Files

checked 8/14/2026

Phrases Citing edmunds.com

Brands Ranked Alongside

  • 4700Toyota
  • 4196Hyundai
  • 3742Honda
  • 3512Kia
  • 3246Chevrolet
  • 2648Ford
  • 2091Tesla
  • 1692Nissan
  • 1469Rivian
  • 1280Lucid
  • 1272Ram
  • 1234Subaru
  • 743BMW
  • 646Mazda
  • 573Lexus
  • 547GMC
  • 527Porsche
  • 211Mercedes-Benz
  • 172Jeep
  • 168Dodge
  • 162Cadillac
  • 115Volvo
  • 90Audi
  • 68Genesis
  • 55Volkswagen
  • 46Mitsubishi
  • 29Polestar
  • 24Land Rover
  • 23Chrysler
  • 12Buick
  • 9Acura
  • 6Lincoln
  • 1Infiniti
  • 1Jaguar