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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

12,397 listings found

No Photo

2002 Ford Explorer XLT

Corsicana, TX

UnscoredInsufficient · 0
$1,500201,000 mi

Corsicana, TX

2007 Volvo XC90 3.2

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

2007 Volvo XC90 3.2

Terrell, TX

UnscoredInsufficient · 0
$1,995200,000 mi

Terrell, TX

No Photo

2004 Ford Escape XLT

Corsicana, TX

UnscoredInsufficient · 0
$2,000255,689 mi

Corsicana, TX

No Photo

2012 Chevrolet Equinox LTZ

Corsicana, TX

Unscored
$2,500181,151 mi

Comparison: 5 similar vehicles

Corsicana, TX

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Wills Point, TX

Unscored
$2,500186,368 mi

Comparison: 6 similar vehicles

Wills Point, TX

2005 GMC Yukon XL SLE

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

2005 GMC Yukon XL SLE

Terrell, TX

UnscoredInsufficient · 0
$2,500200,000 mi

Terrell, TX

1988 Buick Reatta

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

1988 Buick Reatta

Corsicana, TX

UnscoredInsufficient · 0
$2,500Mileage not verified

Corsicana, TX

No Photo

2016 Mitsubishi Outlander SE

Corsicana, TX

Unscored
$3,000177,434 mi

Comparison: 12 similar vehicles

Corsicana, TX

2004 BMW 5 Series 525i

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

2004 BMW 5 Series 525i

Terrell, TX

UnscoredInsufficient · 0
$3,000184,823 mi

Terrell, TX

2014 Dodge Grand Caravan SXT 30th Anniversary

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

2014 Dodge Grand Caravan SXT 30th Anniversary

Mineola, TX

UnscoredInsufficient · 0
$3,500214,142 mi

Mineola, 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 · 111 days listed (based on current market benchmarks)

Palestine, TX

2004 Saab 9-3 Arc

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

2004 Saab 9-3 Arc

Terrell, TX

UnscoredInsufficient · 0
$3,577183,864 mi

Terrell, 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: 6 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: 46 similar vehicles

Corsicana, 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

2008 Ford Taurus X SEL

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

2008 Ford Taurus X SEL

Tyler, TX

UnscoredInsufficient · 4
$3,995182,380 mi

Comparison: 4 similar vehicles

Tyler, TX

2003 Volkswagen Passat GLS

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

2003 Volkswagen Passat GLS

Terrell, TX

UnscoredInsufficient · 0
$3,995136,842 mi

Terrell, 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

2017 Chevrolet Cruze Premier

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

2017 Chevrolet Cruze Premier

Terrell, TX

Unscored
$4,000207,103 mi

Comparison: 14 similar vehicles

Terrell, TX

No Photo

2014 Hyundai Sonata GLS

Corsicana, TX

Unscored
$4,000140,199 mi

Comparison: 28 similar vehicles

Corsicana, TX

No Photo

2013 Ford Edge SEL

Corsicana, TX

Unscored
$4,000211,811 mi

Comparison: 37 similar vehicles

Corsicana, TX

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Tyler, TX

Unscored
$4,000262,450 mi

Comparison: 22 similar vehicles

Tyler, TX

No Photo

2007 Lexus RX 350

Corsicana, TX

Unscored
$4,000203,897 mi

Comparison: 6 similar vehicles

Corsicana, TX

2001 Audi TT Base

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

2001 Audi TT Base

Terrell, TX

UnscoredInsufficient · 3
$4,000200,000 mi

Comparison: 3 similar vehicles

Terrell, TX

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Mabank, TX

Unscored
$4,145121,098 mi

Comparison: 14 similar vehicles

Mabank, 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

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

2015 Ford Explorer Base

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

2015 Ford Explorer Base

Whitehouse, TX

Unscored
$4,500187,068 mi

Comparison: 10 similar vehicles

Whitehouse, TX

2012 Nissan Pathfinder S

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

2012 Nissan Pathfinder S

Terrell, TX

UnscoredInsufficient · 3
$4,500200,000 mi

Comparison: 3 similar vehicles

Terrell, TX

2011 Nissan JUKE SV

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

2011 Nissan JUKE SV

Chandler, TX

UnscoredInsufficient · 0
$4,500197,335 mi

Chandler, TX

No Photo

2007 GMC Yukon XL

Corsicana, TX

UnscoredInsufficient · 0
$4,500236,573 mi

Corsicana, TX

2006 INFINITI QX56 Base

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

2006 INFINITI QX56 Base

Terrell, TX

UnscoredInsufficient · 0
$4,500167,522 mi

Terrell, TX

1998 Dodge Dakota Base

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

1998 Dodge Dakota Base

Terrell, TX

UnscoredInsufficient · 0
$4,500Mileage not verified

Terrell, 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

2013 Audi Q5 Premium Plus

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

2013 Audi Q5 Premium Plus

Jacksonville, TX

UnscoredInsufficient · 0
$4,900211,126 mi

Jacksonville, TX

2006 Mazda MAZDA6 i

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

2006 Mazda MAZDA6 i

Terrell, TX

UnscoredInsufficient · 0
$4,951158,616 mi

Terrell, 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: 14 similar vehicles

Corsicana, TX

2013 RAM 1500 Pickup Tradesman

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

2013 RAM 1500 Pickup Tradesman

Tyler, TX

Unscored
$4,995206,390 mi

Comparison: 27 similar vehicles

Tyler, TX

No Photo

2013 Ford Edge Limited

Corsicana, TX

Unscored
$4,995235,298 mi

Comparison: 38 similar vehicles

Corsicana, TX

No Photo

2011 Chevrolet Traverse LTZ

Corsicana, TX

UnscoredInsufficient · 0
$4,995214,025 mi

Corsicana, TX

2011 Volvo V50 T5

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

2011 Volvo V50 T5

Lindale, TX

UnscoredInsufficient · 0
$4,995194,078 mi

Lindale, TX

No Photo

2016 Jeep Compass Sport

Corsicana, TX

Fair PriceLimited · 18
$5,00097,068 mi

Market: $4,295 – $11,995

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 248 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: 12 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

2005 Ford F-250 Super Duty XL

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

2005 Ford F-250 Super Duty XL

Terrell, TX

UnscoredInsufficient · 4
$5,000232,176 mi

Comparison: 4 similar vehicles

Terrell, 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

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Chandler, TX

Unscored
$5,150208,311 mi

Comparison: 27 similar vehicles

Chandler, TX

2008 Mercury Milan Premier

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

2008 Mercury Milan Premier

Tyler, TX

UnscoredInsufficient · 0
$5,175161,788 mi

Tyler, 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 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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