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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caredge.com

AIR 9

16 phrases · 25 brands · 156 citations

What the AI Says

On August 13, 2026, the AI reported to us the following summary of this site:

CarEdge is a U.S.-focused automotive consumer website designed to make buying, leasing, selling, and owning vehicles more transparent and less expensive. Its homepage promotes dealer negotiation, vehicle-inventory search, invoice and target-price data, out-the-door estimates, market research, and services in which CarEdge representatives or an AI agent contact dealers on the customer’s behalf. The site’s stated mission is to “simplify car buying” and empower consumers through free education, data, and paid purchasing services. (caredge.com (caredge.com)) The site serves a specific niche: consumer advocacy and decision support within the automotive retail industry, particularly car-price research and dealership negotiations. It is not centered on one automaker or vehicle brand. CarEdge explicitly says it is not affiliated with automotive brands; however, its content and listings reference numerous manufacturers and models, including Ford, Toyota, Honda, Kia, Mazda, Subaru, Acura, Chevrolet, Volkswagen, Volvo, and others. Associated products and services include CarEdge Pro, its AI Buying Agent, Concierge negotiation, vehicle listings, dealer reviews, financing and loan tools, insurance and warranty resources, depreciation and maintenance-cost data, and a community forum. (caredge.com (caredge.com)) The organization behind the website is Auto Advocate, Inc., doing business as CarEdge. The company says it was founded in 2020 by father-and-son Ray and Zach Shefska; Zach is identified as CEO, while Ray is listed as spokesperson and talent. The site describes Ray as having decades of dealership-executive experience and says the pair previously built an audience through YouTube education about car buying. (caredge.com (caredge.com)) Overall, CarEdge is a combination of an automotive education and research resource, a data-driven consumer platform, and a commercial car-buying service—not merely a blog. Its likely target audience is people shopping for new, used, or leased vehicles who want pricing leverage, dealership evaluations, ownership-cost information, or hands-on negotiation assistance; a secondary audience is automotive dealers, for whom the site offers a separate dealer-oriented program. A dedicated Contact page could not be verified from the reviewed pages, although the site does publish a support email address and phone number. (caredge.com (caredge.com))

Recent Observations

AI-Assist Files

checked 8/14/2026

Phrases Citing caredge.com

Brands Ranked Alongside

  • 110Hyundai
  • 86Nissan
  • 83Honda
  • 80Kia
  • 74Toyota
  • 67Chevrolet
  • 52Ford
  • 32Subaru
  • 28Ram
  • 24Mazda
  • 23Jeep
  • 21Volkswagen
  • 14GMC
  • 6Infiniti
  • 5Polestar
  • 4Tesla
  • 3Mitsubishi
  • 2Acura
  • 2Buick
  • 2Lucid
  • 2Genesis
  • 2Audi
  • 1Lexus
  • 1BMW
  • 1Rivian