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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 6, 2026

7.1M+

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

55 listings found

2015 Kia Forte LX

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

2015 Kia Forte LX

Lexington, VA

Unscored
$2,500151,334 mi

Comparison: 48 similar vehicles

Lexington, VA

2008 Toyota Camry Solara SE

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

2008 Toyota Camry Solara SE

Lexington, VA

Unscored
$4,250187,875 mi

Comparison: 5 similar vehicles

Lexington, VA

2007 Ford Explorer Sport Trac XLT

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

2007 Ford Explorer Sport Trac XLT

Lexington, VA

Unscored
$5,500216,032 mi

Comparison: 7 similar vehicles

Lexington, VA

2010 Buick Lucerne CXL

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

2010 Buick Lucerne CXL

Lexington, VA

UnscoredInsufficient · 0
$5,757131,120 mi

Lexington, VA

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Lexington, VA

Unscored
$5,950197,645 mi

Comparison: 9 similar vehicles

Lexington, VA

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Lexington, VA

Unscored
$6,265178,118 mi

Comparison: 8 similar vehicles

Lexington, VA

No Photo

2010 Toyota Corolla Base

Lexington, VA

Unscored
$6,950174,156 mi

Comparison: 8 similar vehicles

Lexington, VA

2016 Chevrolet Cruze Limited LS

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

2016 Chevrolet Cruze Limited LS

Lexington, VA

Unscored
$7,450127,255 mi

Comparison: 34 similar vehicles

Lexington, VA

2015 Kia Forte LX

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

2015 Kia Forte LX

Lexington, VA

Fair PriceModerate · 48
$7,68083,669 mi

Market: $2,500 – $11,599

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Lexington, VA

2015 Ford Escape SE

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

2015 Ford Escape SE

Lexington, VA

Unscored
$8,950126,499 mi

Comparison: 101 similar vehicles

Lexington, VA

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Lexington, VA

Unscored
$8,950223,287 mi

Comparison: 82 similar vehicles

Lexington, VA

2015 Ford Taurus SEL

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

2015 Ford Taurus SEL

Lexington, VA

Unscored
$9,40792,262 mi

Comparison: 9 similar vehicles

Lexington, VA

2018 Volkswagen Tiguan SE

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

2018 Volkswagen Tiguan SE

Lexington, VA

Unscored
$9,450141,590 mi

Comparison: 134 similar vehicles

Lexington, VA

2017 Hyundai Sonata Limited

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

2017 Hyundai Sonata Limited

Lexington, VA

Unscored
$9,535140,457 mi

Comparison: 36 similar vehicles

Lexington, VA

2015 Dodge Charger SXT

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

2015 Dodge Charger SXT

Lexington, VA

Unscored
$9,950173,403 mi

Comparison: 27 similar vehicles

Lexington, VA

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Lexington, VA

Unscored
$10,250131,933 mi

Comparison: 46 similar vehicles

Lexington, VA

2016 Hyundai Tucson Limited

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

2016 Hyundai Tucson Limited

Lexington, VA

Unscored
$10,950138,434 mi

Comparison: 8 similar vehicles

Lexington, VA

2014 Volkswagen Beetle R-Line

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

2014 Volkswagen Beetle R-Line

Lexington, VA

Fair PriceLimited · 10
$11,784107,125 mi

Market: $6,795 – $19,799

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Lexington, VA

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Lexington, VA

Fair PriceRobust · 192
$11,950114,042 mi

Market: $4,495 – $16,497

Comparison: 192 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Lexington, VA

2010 Toyota Sequoia Platinum

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

2010 Toyota Sequoia Platinum

Lexington, VA

UnscoredInsufficient · 0
$11,950211,687 mi

Lexington, VA

2001 Jeep Wrangler SPORT

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

2001 Jeep Wrangler SPORT

Lexington, VA

UnscoredInsufficient · 4
$11,950154,870 mi

Comparison: 4 similar vehicles

Lexington, VA

2011 Toyota 4Runner SR5

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

2011 Toyota 4Runner SR5

Lexington, VA

Unscored
$12,525192,598 mi

Comparison: 63 similar vehicles

Lexington, VA

2015 Toyota RAV4 Limited

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

2015 Toyota RAV4 Limited

Lexington, VA

Unscored
$12,558161,711 mi

Comparison: 116 similar vehicles

Lexington, VA

2015 Chevrolet Colorado Work Truck

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

2015 Chevrolet Colorado Work Truck

Lexington, VA

Unscored
$13,950148,473 mi

Comparison: 7 similar vehicles

Lexington, VA

2019 Audi Q5 Premium Plus

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

2019 Audi Q5 Premium Plus

Lexington, VA

Fair PriceRobust · 55
$14,813101,896 mi

Market: $12,250 – $22,594

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Lexington, VA

2011 Toyota 4Runner SR5

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

2011 Toyota 4Runner SR5

Lexington, VA

Unscored
$14,903177,789 mi

Comparison: 63 similar vehicles

Lexington, VA

2019 Volvo XC60 Momentum

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

2019 Volvo XC60 Momentum

Lexington, VA

Unscored
$14,950164,914 mi

Comparison: 35 similar vehicles

Lexington, VA

2022 Ford Transit Cutaway Base

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

2022 Ford Transit Cutaway Base

Lexington, VA

UnscoredInsufficient · 4
$15,068201,821 mi

Comparison: 4 similar vehicles

Lexington, VA

2022 Ford Transit Connect XL

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

2022 Ford Transit Connect XL

Lexington, VA

Fair PriceModerate · 41
$15,398115,163 mi

Market: $14,985 – $20,567

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Lexington, VA

2022 Ford Transit Connect XL

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

2022 Ford Transit Connect XL

Lexington, VA

Fair PriceModerate · 41
$15,398117,631 mi

Market: $14,985 – $20,567

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Lexington, VA

2020 Chevrolet Express Cargo Work Van

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

2020 Chevrolet Express Cargo Work Van

Lexington, VA

Unscored
$15,487131,611 mi

Comparison: 53 similar vehicles

Lexington, VA

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

Lexington, VA

Fair PriceRobust · 60
$15,69962,024 mi

Market: $6,889 – $31,991

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Lexington, VA

2014 Toyota 4Runner SR5

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

2014 Toyota 4Runner SR5

Lexington, VA

Unscored
$16,667178,251 mi

Comparison: 21 similar vehicles

Lexington, VA

2014 Toyota Tacoma Base

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

2014 Toyota Tacoma Base

Lexington, VA

Unscored
$16,950207,333 mi

Comparison: 132 similar vehicles

Lexington, VA

2017 Chevrolet Tahoe LT

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

2017 Chevrolet Tahoe LT

Lexington, VA

Unscored
$18,950149,535 mi

Comparison: 89 similar vehicles

Lexington, VA

2008 Toyota 4Runner Sport

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

2008 Toyota 4Runner Sport

Lexington, VA

UnscoredInsufficient · 0
$18,95067,003 mi

Lexington, VA

2019 Chevrolet Express Passenger LS

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

2019 Chevrolet Express Passenger LS

Lexington, VA

UnscoredInsufficient · 0
$19,95086,723 mi

Lexington, VA

2014 Chevrolet Silverado 2500HD LT

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

2014 Chevrolet Silverado 2500HD LT

Lexington, VA

UnscoredInsufficient · 4
$20,565130,032 mi

Comparison: 4 similar vehicles

Lexington, VA

2022 Chrysler Pacifica Limited

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

2022 Chrysler Pacifica Limited

Lexington, VA

Fair PriceRobust · 53
$21,31977,046 mi

Market: $14,500 – $29,575

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Lexington, VA

2018 Toyota Highlander XLE

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

2018 Toyota Highlander XLE

Lexington, VA

Unscored
$21,950129,169 mi

Comparison: 253 similar vehicles

Lexington, VA

2022 Ford F-250 Super Duty XLT

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

2022 Ford F-250 Super Duty XLT

Lexington, VA

Unscored
$23,950209,042 mi

Comparison: 162 similar vehicles

Lexington, VA

2006 Chevrolet Corvette Base

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

2006 Chevrolet Corvette Base

Lexington, VA

UnscoredInsufficient · 0
$24,95038,635 mi

Lexington, VA

2016 Chevrolet Silverado 1500 LTZ

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

2016 Chevrolet Silverado 1500 LTZ

Lexington, VA

Fair PriceRobust · 70
$25,526110,101 mi

Market: $14,500 – $33,894

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Lexington, VA

2020 Chevrolet Silverado 2500HD Work Truck

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

2020 Chevrolet Silverado 2500HD Work Truck

Lexington, VA

Unscored
$27,171128,470 mi

Comparison: 34 similar vehicles

Lexington, VA

2022 Chevrolet Silverado 2500HD Work Truck

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

2022 Chevrolet Silverado 2500HD Work Truck

Lexington, VA

Unscored
$27,950121,553 mi

Comparison: 40 similar vehicles

Lexington, VA

2019 RAM 2500 Pickup Big Horn

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

2019 RAM 2500 Pickup Big Horn

Lexington, VA

Fair PriceRobust · 92
$28,90080,212 mi

Market: $22,995 – $44,995

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Lexington, VA

2025 RAM 2500 Pickup Tradesman

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

2025 RAM 2500 Pickup Tradesman

Lexington, VA

Unscored
$37,95029,042 mi

Comparison: 9 similar vehicles

Lexington, VA

2021 Ford F-150 Tremor

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

2021 Ford F-150 Tremor

Lexington, VA

UnscoredInsufficient · 0
$38,95044,792 mi

Lexington, VA

2022 GMC Sierra 2500HD SLE

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

2022 GMC Sierra 2500HD SLE

Lexington, VA

UnscoredInsufficient · 3
$41,95033,001 mi

Comparison: 3 similar vehicles

Lexington, VA

2024 Chevrolet Silverado 2500HD Work Truck

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

2024 Chevrolet Silverado 2500HD Work Truck

Lexington, VA

UnscoredInsufficient · 0
$42,83836,493 mi

Lexington, VA

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 recently 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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