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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 11, 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

1,537 listings found

2003 Honda Accord EX

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

2003 Honda Accord EX

Fort Worth, TX

UnscoredInsufficient · 3
$2,800177,526 mi

Comparison: 3 similar vehicles

Fort Worth, TX

2004 Honda Civic EX

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

2004 Honda Civic EX

Arlington, TX

UnscoredInsufficient · 0
$3,500204,758 mi

Arlington, TX

2015 Honda Civic LX

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

2015 Honda Civic LX

Irving, TX

Unscored
$3,999123,375 mi

Comparison: 44 similar vehicles

Irving, TX

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Arlington, TX

Salvage title
$4,50089,000 mi

Arlington, TX

2013 Scion FR-S 10 Series

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

2013 Scion FR-S 10 Series

Fort Worth, TX

Salvage title
$4,950120,967 mi

Fort Worth, TX

2014 Scion tC 10 Series

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

2014 Scion tC 10 Series

Dallas, TX

UnscoredInsufficient · 0
$4,998155,749 mi

Dallas, TX

2011 Mercedes-Benz E-Class E350

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

2011 Mercedes-Benz E-Class E350

Fort Worth, TX

UnscoredInsufficient · 3
$5,000183,812 mi

Comparison: 3 similar vehicles

Fort Worth, TX

1999 Chevrolet Corvette Base

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

1999 Chevrolet Corvette Base

Grand Prairie, TX

UnscoredInsufficient · 3
$5,100Mileage not verified

Comparison: 3 similar vehicles

Grand Prairie, TX

2011 Nissan Altima SR

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

2011 Nissan Altima SR

Arlington, TX

UnscoredInsufficient · 0
$5,274159,581 mi

Arlington, TX

2009 Nissan Altima S

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

2009 Nissan Altima S

Arlington, TX

Unscored
$5,294155,366 mi

Comparison: 5 similar vehicles

Arlington, TX

2005 Scion tC Base

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

2005 Scion tC Base

Arlington, TX

UnscoredInsufficient · 0
$5,390198,691 mi

Arlington, TX

2013 Nissan Altima Coupe S

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

2013 Nissan Altima Coupe S

Grand Prairie, TX

Unscored
$5,490139,231 mi

Comparison: 6 similar vehicles

Grand Prairie, TX

2008 Ford Mustang Deluxe

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

2008 Ford Mustang Deluxe

Arlington, TX

Unscored
$5,498205,255 mi

Comparison: 9 similar vehicles

Arlington, TX

2013 Scion FR-S Base

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

2013 Scion FR-S Base

Grand Prairie, TX

UnscoredInsufficient · 3
$5,50098,172 mi

Comparison: 3 similar vehicles

Grand Prairie, TX

2010 Nissan Altima S

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

2010 Nissan Altima S

Dalworthington Gardens, TX

Unscored
$5,900133,105 mi

Comparison: 16 similar vehicles

Dalworthington Gardens, TX

2008 Scion tC Spec Package

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

2008 Scion tC Spec Package

Grand Prairie, TX

UnscoredInsufficient · 0
$5,990132,187 mi

Grand Prairie, TX

2006 Honda Civic EX

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

2006 Honda Civic EX

Grand Prairie, TX

UnscoredInsufficient · 0
$5,990121,636 mi

Grand Prairie, TX

2014 Kia Forte Koup EX

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

2014 Kia Forte Koup EX

Fort Worth, TX

UnscoredInsufficient · 0
$5,99593,887 mi

Fort Worth, TX

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Haltom City, TX

UnscoredInsufficient · 4
$5,995169,486 mi

Comparison: 4 similar vehicles

Haltom City, TX

1999 Honda Accord EX

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

1999 Honda Accord EX

Haltom City, TX

Unscored
$5,995229,005 mi

Comparison: 7 similar vehicles

Haltom City, TX

2004 Honda Civic VP

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

2004 Honda Civic VP

Arlington, TX

UnscoredInsufficient · 0
$5,998141,516 mi

Arlington, TX

2009 Nissan Altima S

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

2009 Nissan Altima S

Arlington, TX

Unscored
$6,445158,174 mi

Comparison: 5 similar vehicles

Arlington, TX

2012 Honda Civic EX

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

2012 Honda Civic EX

Grand Prairie, TX

UnscoredInsufficient · 3
$6,490181,406 mi

Comparison: 3 similar vehicles

Grand Prairie, TX

2010 Kia Forte Koup SX

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

2010 Kia Forte Koup SX

Arlington, TX

UnscoredInsufficient · 0
$6,494123,056 mi

Arlington, TX

2012 Ford Mustang V6 Premium

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

2012 Ford Mustang V6 Premium

Grand Prairie, TX

UnscoredInsufficient · 3
$6,496138,435 mi

Comparison: 3 similar vehicles

Grand Prairie, TX

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Arlington, TX

Unscored
$6,500175,641 mi

Comparison: 6 similar vehicles

Arlington, TX

2010 Ford Mustang V6 Premium

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

2010 Ford Mustang V6 Premium

Irving, TX

Unscored
$6,500155,039 mi

Comparison: 8 similar vehicles

Irving, TX

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

Irving, TX

Unscored
$6,900102,000 mi

Comparison: 6 similar vehicles

Irving, TX

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Fort Worth, TX

Unscored
$6,950155,376 mi

Comparison: 16 similar vehicles

Fort Worth, TX

2010 Honda Accord LX-S

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

2010 Honda Accord LX-S

Arlington, TX

UnscoredInsufficient · 0
$6,975209,358 mi

Arlington, TX

2007 Honda Civic LX

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

2007 Honda Civic LX

Arlington, TX

Unscored
$6,994130,660 mi

Comparison: 6 similar vehicles

Arlington, TX

2015 Chevrolet Camaro 1LS

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

2015 Chevrolet Camaro 1LS

Grand Prairie, TX

Unscored
$6,995150,822 mi

Comparison: 5 similar vehicles

Grand Prairie, TX

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Fort Worth, TX

UnscoredInsufficient · 0
$6,995144,540 mi

Fort Worth, TX

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Arlington, TX

UnscoredInsufficient · 4
$6,995165,800 mi

Comparison: 4 similar vehicles

Arlington, TX

2012 Mercedes-Benz C-Class C350 Sport

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

2012 Mercedes-Benz C-Class C350 Sport

Irving, TX

UnscoredInsufficient · 0
$7,000119,430 mi

Irving, TX

2014 Mercedes-Benz C-Class C250 Sport

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

2014 Mercedes-Benz C-Class C250 Sport

Grand Prairie, TX

Unscored
$7,49098,776 mi

Comparison: 5 similar vehicles

Grand Prairie, TX

2007 Honda Civic EX

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

2007 Honda Civic EX

Arlington, TX

Unscored
$7,494146,961 mi

Comparison: 6 similar vehicles

Arlington, TX

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Fort Worth, TX

Unscored
$7,495147,518 mi

Comparison: 7 similar vehicles

Fort Worth, TX

2014 BMW 4 Series 428i

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

2014 BMW 4 Series 428i

Arlington, TX

Unscored
$7,500150,884 mi

Comparison: 8 similar vehicles

Arlington, TX

2009 BMW 3 Series 328i

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

2009 BMW 3 Series 328i

Arlington, TX

UnscoredInsufficient · 4
$7,700128,402 mi

Comparison: 4 similar vehicles

Arlington, TX

2013 Honda Accord EX-L V6

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

2013 Honda Accord EX-L V6

Arlington, TX

UnscoredInsufficient · 4
$7,745223,720 mi

Comparison: 4 similar vehicles

Arlington, TX

2008 Honda Accord LX-S

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

2008 Honda Accord LX-S

Irving, TX

UnscoredInsufficient · 0
$7,745167,163 mi

Irving, TX

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Cleburne, TX

Unscored
$7,900179,000 mi

Comparison: 21 similar vehicles

Cleburne, TX

2014 Mercedes-Benz C-Class C250 Sport

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

2014 Mercedes-Benz C-Class C250 Sport

Dallas, TX

Unscored
$7,900219,600 mi

Comparison: 12 similar vehicles

Dallas, TX

2013 Honda Civic LX

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

2013 Honda Civic LX

Arlington, TX

Unscored
$7,950137,556 mi

Comparison: 18 similar vehicles

Arlington, TX

No Photo

2008 Chevrolet Cobalt LS

Hurst, TX

UnscoredInsufficient · 0
$7,99586,649 mi

Hurst, TX

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Granbury, TX

UnscoredInsufficient · 0
$7,995159,960 mi

Granbury, TX

2007 INFINITI G 35

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

2007 INFINITI G 35

Irving, TX

Salvage title
$7,99565,569 mi

Irving, TX

2012 Kia Forte Koup SX

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

2012 Kia Forte Koup SX

Irving, TX

UnscoredInsufficient · 0
$7,999141,634 mi

Irving, TX

2013 Chevrolet Camaro 2LS

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

2013 Chevrolet Camaro 2LS

Arlington, TX

Salvage title
$8,498106,655 mi

Arlington, TX

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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