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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · November 3, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

390 listings found

2012 Volkswagen CC Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Volkswagen CC Sport

Solon, OH

Unscored
$5,495104,532 mi

Comparison: 5 similar vehicles

Solon, OH

2010 Nissan Rogue SL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Nissan Rogue SL

Solon, OH

Unscored
$5,99587,465 mi

Comparison: 7 similar vehicles

Solon, OH

2003 Volkswagen New Beetle GLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Volkswagen New Beetle GLS

Solon, OH

Salvage title
$5,99578,788 mi

Solon, OH

2015 Mitsubishi Outlander Sport ES

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Mitsubishi Outlander Sport ES

Solon, OH

Unscored
$6,49584,939 mi

Comparison: 5 similar vehicles

Solon, OH

2010 Volkswagen New Beetle Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Volkswagen New Beetle Base

Solon, OH

UnscoredInsufficient · 4
$6,49599,987 mi

Comparison: 4 similar vehicles

Solon, OH

2017 Ford Focus SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Ford Focus SE

Solon, OH

Unscored
$6,59588,390 mi

Comparison: 8 similar vehicles

Solon, OH

2013 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Toyota Corolla LE

Solon, OH

Unscored
$7,995123,356 mi

Comparison: 8 similar vehicles

Solon, OH

2012 Volkswagen Beetle 2.5

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Volkswagen Beetle 2.5

Solon, OH

Unscored
$7,995111,645 mi

Comparison: 9 similar vehicles

Solon, OH

2012 Volkswagen Eos Komfort

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Volkswagen Eos Komfort

Solon, OH

UnscoredInsufficient · 3
$7,99582,168 mi

Comparison: 3 similar vehicles

Solon, OH

2017 Kia Sportage LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Kia Sportage LX

Solon, OH

Salvage title
$8,59593,402 mi

Solon, OH

2017 Subaru Impreza Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Subaru Impreza Premium

Solon, OH

UnscoredInsufficient · 4
$8,99588,019 mi

Comparison: 4 similar vehicles

Solon, OH

2016 Chevrolet Equinox LTZ

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Equinox LTZ

Solon, OH

UnscoredInsufficient · 3
$8,99563,531 mi

Comparison: 3 similar vehicles

Solon, OH

2015 MINI Cooper Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 MINI Cooper Base

Solon, OH

Salvage title
$8,99586,929 mi

Solon, OH

2012 Volkswagen Eos Komfort

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Volkswagen Eos Komfort

Solon, OH

UnscoredInsufficient · 3
$8,99596,897 mi

Comparison: 3 similar vehicles

Solon, OH

2010 Acura MDX Advance Package

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Acura MDX Advance Package

Solon, OH

UnscoredInsufficient · 0
$9,000109,841 mi

Solon, OH

2017 Subaru Legacy Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Subaru Legacy Limited

Solon, OH

Fair PriceModerate · 27
$9,995100,550 mi

Market: $4,400 – $17,990

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Solon, OH

2015 Ford Transit Connect XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Ford Transit Connect XLT

Solon, OH

Unscored
$9,995121,320 mi

Comparison: 6 similar vehicles

Solon, OH

2014 RAM 1500 Pickup Big Horn/Lone Star

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 RAM 1500 Pickup Big Horn/Lone Star

Solon, OH

UnscoredInsufficient · 4
$10,99595,046 mi

Comparison: 4 similar vehicles

Solon, OH

2013 Volkswagen Beetle 2.5

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Volkswagen Beetle 2.5

Solon, OH

Unscored
$10,995109,678 mi

Comparison: 8 similar vehicles

Solon, OH

2016 Volkswagen Eos Komfort

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Volkswagen Eos Komfort

Solon, OH

UnscoredInsufficient · 3
$11,99596,537 mi

Comparison: 3 similar vehicles

Solon, OH

2009 Honda Element EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Honda Element EX

Solon, OH

Salvage title
$11,99581,966 mi

Solon, OH

2015 Chrysler Town & Country Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chrysler Town & Country Touring

Solon, OH

UnscoredInsufficient · 3
$12,995117,805 mi

Comparison: 3 similar vehicles

Solon, OH

2015 BMW X3 xDrive35i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 BMW X3 xDrive35i

Solon, OH

Unscored
$13,90969,314 mi

Comparison: 5 similar vehicles

Solon, OH

2014 Toyota FJ Cruiser Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Toyota FJ Cruiser Base

Solon, OH

UnscoredInsufficient · 3
$13,995152,047 mi

Comparison: 3 similar vehicles

Solon, OH

2021 Chevrolet Traverse 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Chevrolet Traverse 1LT

Solon, OH

Fair PriceModerate · 25
$16,43962,800 mi

Market: $13,495 – $19,037

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Solon, OH

2021 Subaru Forester Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Subaru Forester Base

Solon, OH

UnscoredInsufficient · 0
$16,43929,950 mi

Solon, OH

2020 Subaru Impreza Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Subaru Impreza Sport

Solon, OH

UnscoredInsufficient · 0
$16,43929,950 mi

Solon, OH

2020 Subaru Ascent Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Subaru Ascent Premium

Solon, OH

UnscoredInsufficient · 0
$16,93943,524 mi

Solon, OH

2019 Ford Edge SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Ford Edge SEL

Solon, OH

UnscoredInsufficient · 0
$17,50144,628 mi

Solon, OH

2019 Cadillac XT4 Luxury

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Cadillac XT4 Luxury

Solon, OH

Fair PriceLimited · 17
$17,84771,094 mi

Market: $8,995 – $20,314

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Solon, OH

1983 Porsche 944

Image from the dealer's site. OAV does not own, control, or store dealer images.

1983 Porsche 944

Solon, OH

UnscoredInsufficient · 0
$18,00039,279 mi

Solon, OH

2019 Audi Q5 Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Audi Q5 Premium

Solon, OH

UnscoredInsufficient · 0
$19,10049,894 mi

Solon, OH

2022 Audi Q3 S Line Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Audi Q3 S Line Premium

Solon, OH

Fair PriceModerate · 31
$19,55074,203 mi

Market: $18,998 – $20,593

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Solon, OH

2020 Toyota Prius Prime Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Toyota Prius Prime Limited

Solon, OH

UnscoredInsufficient · 0
$19,93935,503 mi

Solon, OH

2021 Subaru Ascent Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Subaru Ascent Limited

Solon, OH

UnscoredInsufficient · 4
$20,93950,957 mi

Comparison: 4 similar vehicles

Solon, OH

2022 Nissan Frontier PRO-4X

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Nissan Frontier PRO-4X

Solon, OH

Unscored
$24,89972,140 mi

Comparison: 9 similar vehicles

Solon, OH

2024 Jeep Wrangler 4xe Sports S 4XE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Jeep Wrangler 4xe Sports S 4XE

Solon, OH

Unscored
$25,3218,310 mi

Comparison: 8 similar vehicles

Solon, OH

2023 Land Rover Range Rover Evoque S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Land Rover Range Rover Evoque S

Solon, OH

UnscoredInsufficient · 0
$26,10046,787 mi

Solon, OH

2024 Mazda CX-5 S Carbon Edition

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Mazda CX-5 S Carbon Edition

Solon, OH

Fair PriceModerate · 49
$26,52226,651 mi

Market: $26,398 – $29,998

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Solon, OH

2022 Jeep Grand Cherokee WK Laredo X

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Jeep Grand Cherokee WK Laredo X

Solon, OH

UnscoredInsufficient · 3
$26,55031,630 mi

Comparison: 3 similar vehicles

Solon, OH

2021 Land Rover Range Rover Velar S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Land Rover Range Rover Velar S

Solon, OH

UnscoredInsufficient · 0
$27,10058,482 mi

Solon, OH

2019 Dodge Grand Caravan GT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Dodge Grand Caravan GT

Solon, OH

Salvage title
$27,389Mileage not verified

Solon, OH

2023 RAM ProMaster Cargo Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 RAM ProMaster Cargo Van Base

Solon, OH

UnscoredInsufficient · 0
$27,9393,050 mi

Solon, OH

2020 BMW 7 Series 740i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 BMW 7 Series 740i

Solon, OH

Fair PriceLimited · 11
$28,99577,489 mi

Market: $23,690 – $33,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Solon, OH

1991 Mercedes-Benz 500

Image from the dealer's site. OAV does not own, control, or store dealer images.

1991 Mercedes-Benz 500

Solon, OH

UnscoredInsufficient · 0
$29,99023,189 mi

Solon, OH

2023 BMW 3 Series 330i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 BMW 3 Series 330i

Solon, OH

UnscoredInsufficient · 3
$30,33446,492 mi

Comparison: 3 similar vehicles

Solon, OH

2024 Jeep Wrangler 4xe High Altitude 4XE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Jeep Wrangler 4xe High Altitude 4XE

Solon, OH

UnscoredInsufficient · 3
$31,41835,170 mi

Comparison: 3 similar vehicles

Solon, OH

2021 Land Rover Defender S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Land Rover Defender S

Solon, OH

UnscoredInsufficient · 0
$32,55078,258 mi

Solon, OH

2024 BMW i4 35

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 BMW i4 35

Solon, OH

OverpricedLimited · 16
$33,69935,238 mi

Market: $31,047 – $32,848

Comparison: 16 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Solon, OH

2025 Hyundai Santa Fe Calligraphy

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Hyundai Santa Fe Calligraphy

Solon, OH

Fair PriceModerate · 23
$34,55020,409 mi

Market: $34,972 – $38,486

Comparison: 23 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 65 days listed (based on current market benchmarks)

Solon, OH

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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