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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

9,045 listings found

2002 Dodge Ram 1500 Pickup SLT

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

2002 Dodge Ram 1500 Pickup SLT

Mexia, TX

Unscored
$2,750Mileage not verified

Comparison: 12 similar vehicles

Mexia, TX

2007 Kia Spectra EX

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

2007 Kia Spectra EX

Seagoville, TX

UnscoredInsufficient · 4
$2,800156,189 mi

Comparison: 4 similar vehicles

Seagoville, TX

No Photo

2016 Mitsubishi Outlander SE

Corsicana, TX

Unscored
$3,000177,434 mi

Comparison: 12 similar vehicles

Corsicana, TX

2011 Toyota Camry SE

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

2011 Toyota Camry SE

Palmer, TX

Unscored
$3,000235,478 mi

Comparison: 5 similar vehicles

Palmer, TX

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Palestine, TX

Fair PriceLimited · 19
$3,500Mileage not verified

Market: $3,500 – $10,213

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Palestine, TX

2009 Nissan Altima SE

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

2009 Nissan Altima SE

Lancaster, TX

UnscoredInsufficient · 0
$3,500144,290 mi

Lancaster, TX

No Photo

2007 Chevrolet Tahoe LS

Corsicana, TX

UnscoredInsufficient · 0
$3,500123 mi

Corsicana, TX

2006 Chrysler Town & Country LX

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

2006 Chrysler Town & Country LX

West, TX

UnscoredInsufficient · 0
$3,675166,842 mi

West, TX

2010 Dodge Charger Police

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

2010 Dodge Charger Police

Fairfield, TX

UnscoredInsufficient · 0
$3,694228,886 mi

Fairfield, TX

2013 Subaru Outback Premium

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

2013 Subaru Outback Premium

Canton, TX

Unscored
$3,850157,400 mi

Comparison: 7 similar vehicles

Canton, TX

2015 Ford Focus SE

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

2015 Ford Focus SE

Corsicana, TX

Unscored
$3,900198,064 mi

Comparison: 43 similar vehicles

Corsicana, TX

2015 Lincoln MKZ Hybrid

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

2015 Lincoln MKZ Hybrid

Seagoville, TX

UnscoredInsufficient · 0
$3,900177,714 mi

Seagoville, TX

2015 Nissan Versa Sedan S

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

2015 Nissan Versa Sedan S

Corsicana, TX

UnscoredInsufficient · 0
$3,995177,001 mi

Corsicana, TX

2000 Mazda MPV LX

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

2000 Mazda MPV LX

Kaufman, TX

UnscoredInsufficient · 0
$3,995209,432 mi

Kaufman, TX

No Photo

2014 Hyundai Sonata GLS

Corsicana, TX

Unscored
$4,000140,199 mi

Comparison: 26 similar vehicles

Corsicana, TX

No Photo

2013 Ford Edge SEL

Corsicana, TX

Unscored
$4,000211,811 mi

Comparison: 44 similar vehicles

Corsicana, TX

2009 Audi A4 Premium Plus

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

2009 Audi A4 Premium Plus

Seagoville, TX

UnscoredInsufficient · 0
$4,000187,000 mi

Seagoville, TX

No Photo

2007 Lexus RX 350

Corsicana, TX

Unscored
$4,000203,897 mi

Comparison: 34 similar vehicles

Corsicana, TX

2001 Ford F-150 LARIAT

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

2001 Ford F-150 LARIAT

Fairfield, TX

UnscoredInsufficient · 0
$4,199352,486 mi

Fairfield, TX

2010 Toyota Corolla Base

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

2010 Toyota Corolla Base

Waxahachie, TX

Unscored
$4,238228,871 mi

Comparison: 9 similar vehicles

Waxahachie, TX

1993 Dodge Dakota SPORT

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

1993 Dodge Dakota SPORT

Athens, TX

UnscoredInsufficient · 0
$4,299216,050 mi

Athens, TX

No Photo

2007 GMC Yukon XL

Corsicana, TX

UnscoredInsufficient · 0
$4,500236,573 mi

Corsicana, TX

2011 Lincoln MKX Base

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

2011 Lincoln MKX Base

Corsicana, TX

Unscored
$4,850189,416 mi

Comparison: 18 similar vehicles

Corsicana, TX

2006 Ford F-150 XLT

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

2006 Ford F-150 XLT

Corsicana, TX

Unscored
$4,850294,631 mi

Comparison: 6 similar vehicles

Corsicana, TX

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Corsicana, TX

Unscored
$4,955167,421 mi

Comparison: 17 similar vehicles

Corsicana, TX

No Photo

2013 Ford Edge Limited

Corsicana, TX

Unscored
$4,995235,298 mi

Comparison: 31 similar vehicles

Corsicana, TX

No Photo

2011 Chevrolet Traverse LTZ

Corsicana, TX

UnscoredInsufficient · 0
$4,995214,025 mi

Corsicana, TX

2009 Ford E-Series Econoline Van Commercial

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

2009 Ford E-Series Econoline Van Commercial

Seagoville, TX

Unscored
$4,995282,971 mi

Comparison: 5 similar vehicles

Seagoville, TX

2009 Mercedes-Benz CLK-Class CLK350

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

2009 Mercedes-Benz CLK-Class CLK350

Waco, TX

Fair PriceLimited · 12
$4,995110,920 mi

Market: $3,995 – $12,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Waco, TX

2007 Ford F-150 XL

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

2007 Ford F-150 XL

Waco, TX

Unscored
$4,995114,523 mi

Comparison: 9 similar vehicles

Waco, TX

2009 Honda CR-V EX

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

2009 Honda CR-V EX

Waxahachie, TX

Unscored
$4,999221,092 mi

Comparison: 10 similar vehicles

Waxahachie, TX

2018 Ford Focus S

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

2018 Ford Focus S

Canton, TX

Unscored
$5,000126,600 mi

Comparison: 12 similar vehicles

Canton, TX

No Photo

2016 Jeep Compass Sport

Corsicana, TX

Fair PriceLimited · 17
$5,00097,068 mi

Market: $4,295 – $11,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 253 days listed (based on current market benchmarks)

Corsicana, TX

2016 Mazda MAZDA6 i Touring

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

2016 Mazda MAZDA6 i Touring

Canton, TX

Unscored
$5,000193,720 mi

Comparison: 16 similar vehicles

Canton, TX

2015 Chevrolet Cruze LS

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

2015 Chevrolet Cruze LS

Athens, TX

Unscored
$5,000142,900 mi

Comparison: 5 similar vehicles

Athens, TX

2004 Volvo XC90 Base

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

2004 Volvo XC90 Base

Kaufman, TX

UnscoredInsufficient · 0
$5,000212,457 mi

Kaufman, TX

2000 Honda Accord LX

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

2000 Honda Accord LX

Mabank, TX

UnscoredInsufficient · 0
$5,145200,634 mi

Mabank, TX

2015 Nissan Versa Sedan SV

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

2015 Nissan Versa Sedan SV

Desoto, TX

UnscoredInsufficient · 4
$5,200166,600 mi

Comparison: 4 similar vehicles

Desoto, TX

2000 Chevrolet Silverado LS

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

2000 Chevrolet Silverado LS

Corsicana, TX

UnscoredInsufficient · 3
$5,200260,753 mi

Comparison: 3 similar vehicles

Corsicana, TX

2016 Nissan Sentra S

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

2016 Nissan Sentra S

Fairfield, TX

Unscored
$5,220195,081 mi

Comparison: 19 similar vehicles

Fairfield, TX

2007 Lexus ES 350

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

2007 Lexus ES 350

Canton, TX

Unscored
$5,250157,846 mi

Comparison: 17 similar vehicles

Canton, TX

2005 Dodge Dakota SLT

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

2005 Dodge Dakota SLT

Canton, TX

Unscored
$5,250130,531 mi

Comparison: 5 similar vehicles

Canton, TX

2016 Chevrolet Express Cargo Work Van

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

2016 Chevrolet Express Cargo Work Van

Seagoville, TX

Unscored
$5,300188,060 mi

Comparison: 11 similar vehicles

Seagoville, TX

2005 Ford Five Hundred SE

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

2005 Ford Five Hundred SE

Lancaster, TX

UnscoredInsufficient · 0
$5,300132,100 mi

Lancaster, TX

2018 Ford Focus Titanium

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

2018 Ford Focus Titanium

Canton, TX

Unscored
$5,50098,300 mi

Comparison: 8 similar vehicles

Canton, TX

No Photo

2015 GMC Acadia SLE2

Corsicana, TX

Unscored
$5,500146,452 mi

Comparison: 10 similar vehicles

Corsicana, TX

2015 Honda Odyssey LX

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

2015 Honda Odyssey LX

Canton, TX

UnscoredInsufficient · 0
$5,550202,400 mi

Canton, TX

2016 Kia Soul Base

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

2016 Kia Soul Base

Canton, TX

Fair PriceRobust · 77
$5,75097,275 mi

Market: $3,200 – $15,945

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Canton, TX

2017 Kia Soul Base

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

2017 Kia Soul Base

Canton, TX

Fair PriceLimited · 19
$5,80090,050 mi

Market: $6,000 – $16,645

Comparison: 19 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 48 days listed (based on current market benchmarks)

Canton, TX

2014 Hyundai Accent SE

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

2014 Hyundai Accent SE

Desoto, TX

UnscoredInsufficient · 0
$5,800120,856 mi

Desoto, 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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