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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 5, 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

155 listings found

2011 GMC Sierra 1500 SLE

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

2011 GMC Sierra 1500 SLE

Belton, TX

Unscored
$3,999252,668 mi

Comparison: 50 similar vehicles

Belton, TX

2007 Mercury Grand Marquis LS

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

2007 Mercury Grand Marquis LS

Belton, TX

UnscoredInsufficient · 0
$4,80090,301 mi

Belton, TX

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Belton, TX

UnscoredInsufficient · 4
$4,950183,029 mi

Comparison: 4 similar vehicles

Belton, TX

2019 Kia FORTE FE

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

2019 Kia FORTE FE

Belton, TX

Unscored
$5,900194,544 mi

Comparison: 9 similar vehicles

Belton, TX

2012 Volkswagen Jetta TDI

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

2012 Volkswagen Jetta TDI

Belton, TX

Unscored
$5,900156,899 mi

Comparison: 11 similar vehicles

Belton, TX

2012 Chevrolet Express Cargo Work Van

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

2012 Chevrolet Express Cargo Work Van

Belton, TX

Unscored
$5,999169,971 mi

Comparison: 29 similar vehicles

Belton, TX

2012 Honda Civic LX

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

2012 Honda Civic LX

Belton, TX

UnscoredInsufficient · 3
$6,845179,133 mi

Comparison: 3 similar vehicles

Belton, TX

2004 Dodge Ram 1500 Pickup ST

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

2004 Dodge Ram 1500 Pickup ST

Belton, TX

Unscored
$6,845209,799 mi

Comparison: 8 similar vehicles

Belton, TX

2019 Ford Explorer Utility Police Interceptor

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

2019 Ford Explorer Utility Police Interceptor

Belton, TX

UnscoredInsufficient · 4
$6,999165,152 mi

Comparison: 4 similar vehicles

Belton, TX

2018 Ford Explorer Utility Police Interceptor

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

2018 Ford Explorer Utility Police Interceptor

Belton, TX

Unscored
$6,999161,866 mi

Comparison: 6 similar vehicles

Belton, TX

2013 Dodge Charger Police

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

2013 Dodge Charger Police

Belton, TX

Unscored
$6,99997,339 mi

Comparison: 5 similar vehicles

Belton, TX

2012 Ford Expedition XL

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

2012 Ford Expedition XL

Belton, TX

UnscoredInsufficient · 0
$6,999139,794 mi

Belton, TX

2012 Chevrolet Malibu Fleet

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

2012 Chevrolet Malibu Fleet

Belton, TX

UnscoredInsufficient · 0
$6,999106,546 mi

Belton, TX

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Belton, TX

Fair PriceLimited · 14
$6,99972,853 mi

Market: $4,145 – $9,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 144 days listed (based on current market benchmarks)

Belton, TX

2008 Chevrolet Suburban LS

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

2008 Chevrolet Suburban LS

Belton, TX

Unscored
$7,500183,355 mi

Comparison: 15 similar vehicles

Belton, TX

2018 Ford Escape SE

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

2018 Ford Escape SE

Belton, TX

Unscored
$7,999135,333 mi

Comparison: 145 similar vehicles

Belton, TX

2015 Dodge Charger Police

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

2015 Dodge Charger Police

Belton, TX

UnscoredInsufficient · 0
$7,999120,850 mi

Belton, TX

2015 Toyota RAV4 LE

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

2015 Toyota RAV4 LE

Belton, TX

UnscoredInsufficient · 4
$7,999277,450 mi

Comparison: 4 similar vehicles

Belton, TX

2015 Toyota RAV4 LE

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

2015 Toyota RAV4 LE

Belton, TX

UnscoredInsufficient · 4
$7,999241,651 mi

Comparison: 4 similar vehicles

Belton, TX

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Belton, TX

Unscored
$7,999127,202 mi

Comparison: 38 similar vehicles

Belton, TX

2006 Nissan Frontier SE

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

2006 Nissan Frontier SE

Belton, TX

Unscored
$8,445146,941 mi

Comparison: 7 similar vehicles

Belton, TX

2009 Ford F-150 XL

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

2009 Ford F-150 XL

Belton, TX

Unscored
$8,900195,692 mi

Comparison: 10 similar vehicles

Belton, TX

2016 Ford Expedition XLT

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

2016 Ford Expedition XLT

Belton, TX

UnscoredInsufficient · 3
$8,999153,300 mi

Comparison: 3 similar vehicles

Belton, TX

2015 Chevrolet Tahoe Fleet

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

2015 Chevrolet Tahoe Fleet

Belton, TX

Unscored
$8,999146,366 mi

Comparison: 13 similar vehicles

Belton, TX

2015 Chevrolet Impala Limited Police Sedan

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

2015 Chevrolet Impala Limited Police Sedan

Belton, TX

UnscoredInsufficient · 0
$8,99981,804 mi

Belton, TX

2014 Ford Fusion S

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

2014 Ford Fusion S

Belton, TX

Fair PriceLimited · 17
$8,99988,259 mi

Market: $4,879 – $9,900

Comparison: 17 similar vehicles

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

Belton, TX

2013 Volkswagen Beetle 2.5

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

2013 Volkswagen Beetle 2.5

Belton, TX

Unscored
$9,345140,279 mi

Comparison: 20 similar vehicles

Belton, TX

2012 Lincoln MKS Base

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

2012 Lincoln MKS Base

Belton, TX

Unscored
$9,64599,459 mi

Comparison: 5 similar vehicles

Belton, TX

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Belton, TX

UnscoredInsufficient · 0
$9,84554,813 mi

Belton, TX

2020 Chevrolet Malibu 1FL

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

2020 Chevrolet Malibu 1FL

Belton, TX

Fair PriceLimited · 13
$9,999110,073 mi

Market: $8,999 – $22,220

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Belton, TX

2020 Chevrolet Tahoe Fleet

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

2020 Chevrolet Tahoe Fleet

Belton, TX

Unscored
$9,999164,143 mi

Comparison: 36 similar vehicles

Belton, TX

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

Belton, TX

Fair PriceRobust · 56
$9,99992,323 mi

Market: $6,000 – $24,270

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 180 days listed (based on current market benchmarks)

Belton, TX

2017 Chevrolet Tahoe Fleet

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

2017 Chevrolet Tahoe Fleet

Belton, TX

Unscored
$9,999154,566 mi

Comparison: 16 similar vehicles

Belton, TX

2014 Chevrolet Tahoe LT

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

2014 Chevrolet Tahoe LT

Belton, TX

Unscored
$9,999143,592 mi

Comparison: 21 similar vehicles

Belton, TX

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Belton, TX

Fair PriceRobust · 62
$9,999111,853 mi

Market: $5,950 – $20,990

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Belton, TX

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Belton, TX

Fair PriceRobust · 62
$9,999111,196 mi

Market: $5,950 – $20,990

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Belton, TX

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Belton, TX

Fair PriceRobust · 62
$9,999109,570 mi

Market: $5,950 – $20,990

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Belton, TX

2015 Buick Encore Convenience

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

2015 Buick Encore Convenience

Belton, TX

Unscored
$10,84578,747 mi

Comparison: 6 similar vehicles

Belton, TX

2014 Jeep Grand Cherokee Overland

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

2014 Jeep Grand Cherokee Overland

Belton, TX

Unscored
$10,845141,276 mi

Comparison: 19 similar vehicles

Belton, TX

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Belton, TX

Fair PriceRobust · 111
$10,99987,667 mi

Market: $4,600 – $18,495

Comparison: 111 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Belton, TX

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Belton, TX

Unscored
$11,845111,782 mi

Comparison: 7 similar vehicles

Belton, TX

1991 Chevrolet GMT400

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

1991 Chevrolet GMT400

Belton, TX

UnscoredInsufficient · 0
$11,900150,348 mi

Belton, TX

2014 Cadillac ATS Standard

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

2014 Cadillac ATS Standard

Belton, TX

OverpricedLimited · 13
$11,950120,858 mi

Market: $5,500 – $9,950

Comparison: 13 similar vehicles

Priced ~20% above the typical market range for similar vehicles (based on current market benchmarks)

Belton, TX

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Belton, TX

Unscored
$11,995115,691 mi

Comparison: 5 similar vehicles

Belton, TX

2020 Subaru Outback Premium

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

2020 Subaru Outback Premium

Belton, TX

Unscored
$11,999148,248 mi

Comparison: 24 similar vehicles

Belton, TX

2018 Ford Taurus SE

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

2018 Ford Taurus SE

Belton, TX

Unscored
$11,99963,434 mi

Comparison: 7 similar vehicles

Belton, TX

2018 Ford Explorer Base

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

2018 Ford Explorer Base

Belton, TX

Fair PriceModerate · 35
$11,999111,109 mi

Market: $6,999 – $27,995

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Belton, TX

2017 Cadillac XT5 Luxury

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

2017 Cadillac XT5 Luxury

Belton, TX

Unscored
$11,999124,154 mi

Comparison: 13 similar vehicles

Belton, TX

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Belton, TX

Fair PriceModerate · 39
$11,99998,242 mi

Market: $5,500 – $16,400

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 202 days listed (based on current market benchmarks)

Belton, TX

2011 Ford F-350 Super Duty Chassis Cab XL

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

2011 Ford F-350 Super Duty Chassis Cab XL

Belton, TX

Unscored
$11,999122,484 mi

Comparison: 5 similar vehicles

Belton, 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 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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