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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

321 listings found

2010 Suzuki SX4 Sport S

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

2010 Suzuki SX4 Sport S

Kennedale, TX

UnscoredInsufficient · 0
$4,399108,435 mi

Kennedale, TX

2013 Toyota Yaris L

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

2013 Toyota Yaris L

Kennedale, TX

UnscoredInsufficient · 0
$5,499171,594 mi

Kennedale, TX

2010 Kia Rio LX

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

2010 Kia Rio LX

Kennedale, TX

UnscoredInsufficient · 0
$5,99872,496 mi

Kennedale, TX

2011 Toyota Sienna XLE

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

2011 Toyota Sienna XLE

Kennedale, TX

UnscoredInsufficient · 3
$6,000213,842 mi

Comparison: 3 similar vehicles

Kennedale, TX

2014 Ford E-Series Econoline Van Commercial

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

2014 Ford E-Series Econoline Van Commercial

Kennedale, TX

UnscoredInsufficient · 4
$6,495309,031 mi

Comparison: 4 similar vehicles

Kennedale, TX

2009 Nissan Altima S

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

2009 Nissan Altima S

Kennedale, TX

Unscored
$6,49981,980 mi

Comparison: 6 similar vehicles

Kennedale, TX

2007 Subaru Outback I

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

2007 Subaru Outback I

Kennedale, TX

UnscoredInsufficient · 0
$6,499135,966 mi

Kennedale, TX

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Kennedale, TX

UnscoredInsufficient · 4
$6,699106,468 mi

Comparison: 4 similar vehicles

Kennedale, TX

2014 Volvo VN

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

2014 Volvo VN

Kennedale, TX

UnscoredInsufficient · 0
$6,750Mileage not verified

Kennedale, TX

2018 Mitsubishi Mirage G4 ES

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

2018 Mitsubishi Mirage G4 ES

Kennedale, TX

UnscoredInsufficient · 3
$6,798110,366 mi

Comparison: 3 similar vehicles

Kennedale, TX

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Kennedale, TX

Fair PriceLimited · 12
$6,79961,221 mi

Market: $3,795 – $10,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Kennedale, TX

2013 GMC Savana

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

2013 GMC Savana

Kennedale, TX

UnscoredInsufficient · 0
$6,850254,790 mi

Kennedale, TX

2013 Nissan NV200 S

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

2013 Nissan NV200 S

Kennedale, TX

UnscoredInsufficient · 0
$6,950297,335 mi

Kennedale, TX

1984 Porsche 928

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

1984 Porsche 928

Kennedale, TX

UnscoredInsufficient · 0
$6,95072,908 mi

Kennedale, TX

2013 BMW X5 xDrive35i

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

2013 BMW X5 xDrive35i

Kennedale, TX

UnscoredInsufficient · 4
$6,999126,000 mi

Comparison: 4 similar vehicles

Kennedale, TX

2012 Nissan Versa SL

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

2012 Nissan Versa SL

Kennedale, TX

Unscored
$6,99984,134 mi

Comparison: 5 similar vehicles

Kennedale, TX

2008 Chevrolet Impala Police Sedan

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

2008 Chevrolet Impala Police Sedan

Kennedale, TX

UnscoredInsufficient · 0
$6,99988,625 mi

Kennedale, TX

2014 Hyundai Accent GLS

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

2014 Hyundai Accent GLS

Kennedale, TX

UnscoredInsufficient · 3
$7,29894,636 mi

Comparison: 3 similar vehicles

Kennedale, TX

2010 Nissan Maxima SV

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

2010 Nissan Maxima SV

Kennedale, TX

UnscoredInsufficient · 0
$7,298141,077 mi

Kennedale, TX

2012 Chevrolet Suburban LT

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

2012 Chevrolet Suburban LT

Kennedale, TX

Unscored
$7,398225,263 mi

Comparison: 6 similar vehicles

Kennedale, TX

2008 Hyundai Elantra GLS

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

2008 Hyundai Elantra GLS

Kennedale, TX

UnscoredInsufficient · 3
$7,39879,305 mi

Comparison: 3 similar vehicles

Kennedale, TX

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Kennedale, TX

Fair PriceLimited · 14
$7,49894,734 mi

Market: $3,500 – $7,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 402 days listed (based on current market benchmarks)

Kennedale, TX

2012 Nissan Altima S

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

2012 Nissan Altima S

Kennedale, TX

Fair PriceModerate · 21
$7,498104,500 mi

Market: $2,998 – $9,250

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Kennedale, TX

2016 Ford Fiesta SE

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

2016 Ford Fiesta SE

Kennedale, TX

Unscored
$7,49985,754 mi

Comparison: 5 similar vehicles

Kennedale, TX

2012 Hyundai Azera Base

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

2012 Hyundai Azera Base

Kennedale, TX

UnscoredInsufficient · 0
$7,499113,211 mi

Kennedale, TX

2010 Subaru Forester X

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

2010 Subaru Forester X

Kennedale, TX

UnscoredInsufficient · 4
$7,499125,681 mi

Comparison: 4 similar vehicles

Kennedale, TX

1999 Buick LeSabre CUSTOM

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

1999 Buick LeSabre CUSTOM

Kennedale, TX

UnscoredInsufficient · 0
$7,499105,341 mi

Kennedale, TX

1995 Nissan

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

1995 Nissan

Kennedale, TX

UnscoredInsufficient · 0
$7,499202,141 mi

Kennedale, TX

2013 Toyota Camry SE

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

2013 Toyota Camry SE

Kennedale, TX

Unscored
$7,500186,000 mi

Comparison: 9 similar vehicles

Kennedale, TX

2003 Ford Econoline

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

2003 Ford Econoline

Kennedale, TX

UnscoredInsufficient · 0
$7,650182,948 mi

Kennedale, TX

2009 Volvo C70 T5

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

2009 Volvo C70 T5

Kennedale, TX

UnscoredInsufficient · 0
$7,85071,407 mi

Kennedale, TX

2006 Lexus IS 350

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

2006 Lexus IS 350

Kennedale, TX

UnscoredInsufficient · 0
$7,899157,642 mi

Kennedale, TX

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Kennedale, TX

Fair PriceModerate · 23
$7,998115,614 mi

Market: $6,390 – $18,445

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 497 days listed (based on current market benchmarks)

Kennedale, TX

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Kennedale, TX

Unscored
$7,998120,633 mi

Comparison: 8 similar vehicles

Kennedale, TX

2015 Hyundai Veloster Base

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

2015 Hyundai Veloster Base

Kennedale, TX

UnscoredInsufficient · 3
$7,998109,947 mi

Comparison: 3 similar vehicles

Kennedale, TX

2013 Toyota RAV4 XLE

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

2013 Toyota RAV4 XLE

Kennedale, TX

Unscored
$7,998219,248 mi

Comparison: 15 similar vehicles

Kennedale, TX

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Kennedale, TX

Fair PriceLimited · 11
$7,99882,034 mi

Market: $1,899 – $8,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Kennedale, TX

2017 Hyundai Sonata SE

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

2017 Hyundai Sonata SE

Kennedale, TX

Unscored
$7,999103,318 mi

Comparison: 5 similar vehicles

Kennedale, TX

2009 Buick Lucerne CXL

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

2009 Buick Lucerne CXL

Kennedale, TX

UnscoredInsufficient · 3
$7,99988,998 mi

Comparison: 3 similar vehicles

Kennedale, TX

2017 Volkswagen Jetta S

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

2017 Volkswagen Jetta S

Kennedale, TX

Unscored
$8,398134,049 mi

Comparison: 14 similar vehicles

Kennedale, TX

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Kennedale, TX

Fair PriceLimited · 11
$8,39990,632 mi

Market: $3,000 – $9,990

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 194 days listed (based on current market benchmarks)

Kennedale, TX

2016 Chevrolet Impala Limited 1LZ

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

2016 Chevrolet Impala Limited 1LZ

Kennedale, TX

UnscoredInsufficient · 0
$8,498132,934 mi

Kennedale, TX

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

Kennedale, TX

Fair PriceLimited · 10
$8,499104,314 mi

Market: $7,500 – $11,998

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 413 days listed (based on current market benchmarks)

Kennedale, TX

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Kennedale, TX

Fair PriceLimited · 15
$8,499110,186 mi

Market: $3,899 – $18,645

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 388 days listed (based on current market benchmarks)

Kennedale, TX

2012 Honda Accord LX-S

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

2012 Honda Accord LX-S

Kennedale, TX

UnscoredInsufficient · 0
$8,499151,308 mi

Kennedale, TX

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Kennedale, TX

Unscored
$8,499164,815 mi

Comparison: 14 similar vehicles

Kennedale, TX

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Kennedale, TX

Salvage title
$8,500114,718 mi

Kennedale, TX

2013 Toyota Sienna XLE

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

2013 Toyota Sienna XLE

Kennedale, TX

UnscoredInsufficient · 4
$8,500186,024 mi

Comparison: 4 similar vehicles

Kennedale, TX

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Kennedale, TX

Unscored
$8,698104,794 mi

Comparison: 9 similar vehicles

Kennedale, TX

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Kennedale, TX

UnscoredInsufficient · 3
$8,69990,159 mi

Comparison: 3 similar vehicles

Kennedale, TX

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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