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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 8, 2026

7.3M+

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

72 listings found

2010 Jeep Compass Sport

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

2010 Jeep Compass Sport

Concord, VA

UnscoredInsufficient · 0
$4,995167,626 mi

Concord, VA

2012 MINI Cooper S

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

2012 MINI Cooper S

Concord, VA

Unscored
$5,995158,406 mi

Comparison: 45 similar vehicles

Concord, VA

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Concord, VA

Unscored
$5,995180,004 mi

Comparison: 18 similar vehicles

Concord, VA

2008 Chevrolet Silverado 1500 1LT

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

2008 Chevrolet Silverado 1500 1LT

Concord, VA

Unscored
$6,995162,000 mi

Comparison: 17 similar vehicles

Concord, VA

2002 Ford F-150 XLT

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

2002 Ford F-150 XLT

Concord, VA

Unscored
$6,995198,224 mi

Comparison: 7 similar vehicles

Concord, VA

2010 Mercury Grand Marquis LS

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

2010 Mercury Grand Marquis LS

Concord, VA

Unscored
$7,995144,372 mi

Comparison: 5 similar vehicles

Concord, VA

2005 Cadillac Escalade EXT Base

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

2005 Cadillac Escalade EXT Base

Concord, VA

Unscored
$7,995196,931 mi

Comparison: 5 similar vehicles

Concord, VA

2017 Kia Soul +

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

2017 Kia Soul +

Concord, VA

Unscored
$8,995144,340 mi

Comparison: 62 similar vehicles

Concord, VA

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Concord, VA

Unscored
$8,995177,855 mi

Comparison: 20 similar vehicles

Concord, VA

2014 Volkswagen Beetle 1.8

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

2014 Volkswagen Beetle 1.8

Concord, VA

Unscored
$9,995138,407 mi

Comparison: 6 similar vehicles

Concord, VA

2013 Mercedes-Benz E-Class E350

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

2013 Mercedes-Benz E-Class E350

Concord, VA

Unscored
$9,995153,267 mi

Comparison: 9 similar vehicles

Concord, VA

2010 GMC Yukon SLT1

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

2010 GMC Yukon SLT1

Concord, VA

UnscoredInsufficient · 0
$9,995181,304 mi

Concord, VA

2002 Lincoln Town Car Cartier

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

2002 Lincoln Town Car Cartier

Concord, VA

UnscoredInsufficient · 0
$9,99585,793 mi

Concord, VA

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Concord, VA

Unscored
$10,995126,540 mi

Comparison: 126 similar vehicles

Concord, VA

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Concord, VA

Unscored
$10,995253,618 mi

Comparison: 135 similar vehicles

Concord, VA

2014 Honda CR-V LX

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

2014 Honda CR-V LX

Concord, VA

Unscored
$10,995154,050 mi

Comparison: 205 similar vehicles

Concord, VA

2014 Mazda CX-5 Grand Touring

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

2014 Mazda CX-5 Grand Touring

Concord, VA

Fair PriceRobust · 60
$10,995114,608 mi

Market: $8,500 – $16,990

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Concord, VA

2008 Jeep Wrangler Unlimited Rubicon

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

2008 Jeep Wrangler Unlimited Rubicon

Concord, VA

UnscoredInsufficient · 0
$10,995126,937 mi

Concord, VA

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Concord, VA

Fair PriceRobust · 83
$11,995112,843 mi

Market: $6,200 – $18,295

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Concord, VA

2017 Nissan Altima SL

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

2017 Nissan Altima SL

Concord, VA

Fair PriceLimited · 14
$11,995107,091 mi

Market: $4,999 – $15,998

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Concord, VA

2017 Ford Fusion Titanium

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

2017 Ford Fusion Titanium

Concord, VA

Unscored
$11,995121,656 mi

Comparison: 27 similar vehicles

Concord, VA

2017 Lincoln MKZ Select

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

2017 Lincoln MKZ Select

Concord, VA

Fair PriceLimited · 11
$11,995110,795 mi

Market: $8,995 – $19,295

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Concord, VA

2016 BMW 5 Series 528i

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

2016 BMW 5 Series 528i

Concord, VA

Unscored
$11,995136,504 mi

Comparison: 28 similar vehicles

Concord, VA

2015 Mercedes-Benz C-Class C300

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

2015 Mercedes-Benz C-Class C300

Concord, VA

Fair PriceRobust · 66
$11,995109,982 mi

Market: $6,999 – $19,995

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Concord, VA

2014 Acura RDX Technology Package

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

2014 Acura RDX Technology Package

Concord, VA

Unscored
$11,995171,737 mi

Comparison: 26 similar vehicles

Concord, VA

2021 Chevrolet Spark 1LT

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

2021 Chevrolet Spark 1LT

Concord, VA

Fair PriceLimited · 14
$12,99598,172 mi

Market: $7,900 – $14,590

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Concord, VA

2019 Dodge Journey GT

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

2019 Dodge Journey GT

Concord, VA

Fair PriceModerate · 32
$12,995118,477 mi

Market: $6,995 – $14,698

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Concord, VA

2019 Chevrolet Equinox LS

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

2019 Chevrolet Equinox LS

Concord, VA

Fair PriceRobust · 143
$12,995116,431 mi

Market: $5,970 – $16,895

Comparison: 143 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Concord, VA

2017 Chrysler Pacifica

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

2017 Chrysler Pacifica

Concord, VA

UnscoredInsufficient · 0
$12,995122,911 mi

Concord, VA

2015 Honda CR-V EX

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

2015 Honda CR-V EX

Concord, VA

Unscored
$12,995174,778 mi

Comparison: 5 similar vehicles

Concord, VA

2013 Lexus ES 350

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

2013 Lexus ES 350

Concord, VA

UnscoredInsufficient · 3
$12,995183,893 mi

Comparison: 3 similar vehicles

Concord, VA

2020 Ford Escape SE

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

2020 Ford Escape SE

Concord, VA

Fair PriceRobust · 212
$13,995112,397 mi

Market: $6,999 – $19,491

Comparison: 212 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Concord, VA

2017 Ford Taurus Limited

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

2017 Ford Taurus Limited

Concord, VA

Unscored
$13,995102,402 mi

Comparison: 5 similar vehicles

Concord, VA

2016 GMC Acadia Denali

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

2016 GMC Acadia Denali

Concord, VA

Unscored
$13,995153,866 mi

Comparison: 40 similar vehicles

Concord, VA

2016 Acura RDX Technology Package

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

2016 Acura RDX Technology Package

Concord, VA

Unscored
$13,995177,721 mi

Comparison: 26 similar vehicles

Concord, VA

2022 Chevrolet Equinox 1FL

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

2022 Chevrolet Equinox 1FL

Concord, VA

Unscored
$14,995111,212 mi

Comparison: 24 similar vehicles

Concord, VA

2020 Chrysler Voyager LXI

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

2020 Chrysler Voyager LXI

Concord, VA

Unscored
$14,995137,536 mi

Comparison: 28 similar vehicles

Concord, VA

2017 Chrysler 300 C

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

2017 Chrysler 300 C

Concord, VA

Unscored
$14,995137,758 mi

Comparison: 8 similar vehicles

Concord, VA

2017 Mercedes-Benz GLC GLC300

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

2017 Mercedes-Benz GLC GLC300

Concord, VA

Fair PriceRobust · 141
$14,995112,811 mi

Market: $9,495 – $18,739

Comparison: 141 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Concord, VA

2014 Chevrolet Silverado 1500 Work Truck 1WT

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

2014 Chevrolet Silverado 1500 Work Truck 1WT

Concord, VA

Unscored
$14,995128,756 mi

Comparison: 12 similar vehicles

Concord, VA

2014 Honda Odyssey Touring

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

2014 Honda Odyssey Touring

Concord, VA

Unscored
$14,995130,855 mi

Comparison: 10 similar vehicles

Concord, VA

2021 Chevrolet Malibu 1LT

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

2021 Chevrolet Malibu 1LT

Concord, VA

Fair PriceRobust · 157
$15,995106,214 mi

Market: $8,297 – $19,495

Comparison: 157 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Concord, VA

2019 Jeep Cherokee Altitude

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

2019 Jeep Cherokee Altitude

Concord, VA

UnscoredInsufficient · 0
$15,99549,266 mi

Concord, VA

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Concord, VA

Fair PriceRobust · 62
$15,995112,626 mi

Market: $5,400 – $19,995

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Concord, VA

2015 Ford F-350 Super Duty Chassis Cab XLT

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

2015 Ford F-350 Super Duty Chassis Cab XLT

Concord, VA

UnscoredInsufficient · 0
$15,995103,964 mi

Concord, VA

2014 Porsche Cayenne S

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

2014 Porsche Cayenne S

Concord, VA

UnscoredInsufficient · 0
$15,995122,403 mi

Concord, VA

2012 Toyota Tacoma PreRunner

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

2012 Toyota Tacoma PreRunner

Concord, VA

Unscored
$15,995137,647 mi

Comparison: 44 similar vehicles

Concord, VA

2018 Ford Explorer Limited

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

2018 Ford Explorer Limited

Concord, VA

UnscoredInsufficient · 3
$16,995142,567 mi

Comparison: 3 similar vehicles

Concord, VA

2017 RAM 1500 Pickup Big Horn

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

2017 RAM 1500 Pickup Big Horn

Concord, VA

Unscored
$16,995154,103 mi

Comparison: 5 similar vehicles

Concord, VA

2012 Toyota Sequoia Platinum

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

2012 Toyota Sequoia Platinum

Concord, VA

Unscored
$16,995246,563 mi

Comparison: 32 similar vehicles

Concord, VA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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