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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 9, 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

98 listings found

2004 Lexus RX 330

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

2004 Lexus RX 330

Bixby, OK

UnscoredInsufficient · 0
$3,999177,611 mi

Bixby, OK

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Bixby, OK

Unscored
$5,680187,329 mi

Comparison: 7 similar vehicles

Bixby, OK

2007 Toyota Sienna LE

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

2007 Toyota Sienna LE

Bixby, OK

UnscoredInsufficient · 0
$5,899142,619 mi

Bixby, OK

2004 Jeep Liberty Sport

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

2004 Jeep Liberty Sport

Bixby, OK

UnscoredInsufficient · 0
$5,900138,094 mi

Bixby, OK

2010 Mercedes-Benz C-Class C300 Sport

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

2010 Mercedes-Benz C-Class C300 Sport

Bixby, OK

UnscoredInsufficient · 0
$5,999125,738 mi

Bixby, OK

2004 Honda CR-V LX

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

2004 Honda CR-V LX

Bixby, OK

UnscoredInsufficient · 0
$5,999132,816 mi

Bixby, OK

2001 Ford Mustang Deluxe

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

2001 Ford Mustang Deluxe

Bixby, OK

UnscoredInsufficient · 0
$5,999104,539 mi

Bixby, OK

2013 Ford Fusion S

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

2013 Ford Fusion S

Bixby, OK

UnscoredInsufficient · 0
$6,270174,025 mi

Bixby, OK

2017 Nissan Pathfinder SL

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

2017 Nissan Pathfinder SL

Bixby, OK

UnscoredInsufficient · 3
$6,890183,425 mi

Comparison: 3 similar vehicles

Bixby, OK

2010 Chrysler 300

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

2010 Chrysler 300

Bixby, OK

UnscoredInsufficient · 0
$6,995130,203 mi

Bixby, OK

2013 Hyundai Tucson GLS

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

2013 Hyundai Tucson GLS

Bixby, OK

UnscoredInsufficient · 4
$6,999146,791 mi

Comparison: 4 similar vehicles

Bixby, OK

2012 Buick LaCrosse Leather

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

2012 Buick LaCrosse Leather

Bixby, OK

UnscoredInsufficient · 0
$6,99996,089 mi

Bixby, OK

2011 Ford Focus SE

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

2011 Ford Focus SE

Bixby, OK

UnscoredInsufficient · 4
$6,99985,061 mi

Comparison: 4 similar vehicles

Bixby, OK

2006 Mercedes-Benz S-Class S430

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

2006 Mercedes-Benz S-Class S430

Bixby, OK

UnscoredInsufficient · 0
$6,99987,645 mi

Bixby, OK

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Bixby, OK

UnscoredInsufficient · 3
$6,999151,907 mi

Comparison: 3 similar vehicles

Bixby, OK

2006 Jeep Commander Limited

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

2006 Jeep Commander Limited

Bixby, OK

UnscoredInsufficient · 0
$7,499121,426 mi

Bixby, OK

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Bixby, OK

Unscored
$7,997116,311 mi

Comparison: 9 similar vehicles

Bixby, OK

2014 MINI Countryman S

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

2014 MINI Countryman S

Bixby, OK

UnscoredInsufficient · 3
$7,997109,121 mi

Comparison: 3 similar vehicles

Bixby, OK

2014 Mercedes-Benz GLK-Class GLK350

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

2014 Mercedes-Benz GLK-Class GLK350

Bixby, OK

Unscored
$7,999141,812 mi

Comparison: 7 similar vehicles

Bixby, OK

2008 Nissan Frontier XE

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

2008 Nissan Frontier XE

Bixby, OK

UnscoredInsufficient · 0
$8,699131,720 mi

Bixby, OK

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Bixby, OK

Unscored
$8,799126,515 mi

Comparison: 5 similar vehicles

Bixby, OK

2004 MINI S

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

2004 MINI S

Bixby, OK

UnscoredInsufficient · 0
$8,99567,794 mi

Bixby, OK

2008 Ford Mustang GT Deluxe

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

2008 Ford Mustang GT Deluxe

Bixby, OK

Unscored
$8,999127,539 mi

Comparison: 5 similar vehicles

Bixby, OK

2003 Ford Mustang Premium

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

2003 Ford Mustang Premium

Bixby, OK

UnscoredInsufficient · 0
$8,99941,083 mi

Bixby, OK

2005 Ford F-250 Super Duty XLT

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

2005 Ford F-250 Super Duty XLT

Bixby, OK

UnscoredInsufficient · 0
$9,299137,627 mi

Bixby, OK

2011 Ford Expedition Limited

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

2011 Ford Expedition Limited

Bixby, OK

UnscoredInsufficient · 3
$9,497138,972 mi

Comparison: 3 similar vehicles

Bixby, OK

2015 Toyota Highlander XLE

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

2015 Toyota Highlander XLE

Bixby, OK

Unscored
$9,499176,658 mi

Comparison: 5 similar vehicles

Bixby, OK

2014 Honda Odyssey EX

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

2014 Honda Odyssey EX

Bixby, OK

Unscored
$9,499108,178 mi

Comparison: 6 similar vehicles

Bixby, OK

2012 Ford F-150 Platinum

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

2012 Ford F-150 Platinum

Bixby, OK

UnscoredInsufficient · 0
$9,995Mileage not verified

Bixby, OK

2010 Toyota Sienna LE

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

2010 Toyota Sienna LE

Bixby, OK

UnscoredInsufficient · 0
$9,997139,712 mi

Bixby, OK

2003 GMC Sierra 1500 SLE

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

2003 GMC Sierra 1500 SLE

Bixby, OK

UnscoredInsufficient · 0
$9,997117,886 mi

Bixby, OK

2007 Toyota Camry XLE

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

2007 Toyota Camry XLE

Bixby, OK

UnscoredInsufficient · 3
$9,999149,326 mi

Comparison: 3 similar vehicles

Bixby, OK

2007 Ford Mustang GT Premium

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

2007 Ford Mustang GT Premium

Bixby, OK

UnscoredInsufficient · 3
$10,297149,619 mi

Comparison: 3 similar vehicles

Bixby, OK

2017 RAM 1500 Pickup Tradesman

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

2017 RAM 1500 Pickup Tradesman

Bixby, OK

Fair PriceLimited · 17
$10,399102,755 mi

Market: $6,000 – $23,394

Comparison: 17 similar vehicles

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

Bixby, OK

2020 Kia FORTE FE

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

2020 Kia FORTE FE

Bixby, OK

UnscoredInsufficient · 0
$10,50093,901 mi

Bixby, OK

2016 Kia Sorento L

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

2016 Kia Sorento L

Bixby, OK

UnscoredInsufficient · 0
$10,99590,800 mi

Bixby, OK

2015 Ford Flex Limited

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

2015 Ford Flex Limited

Bixby, OK

UnscoredInsufficient · 0
$10,995111,941 mi

Bixby, OK

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Bixby, OK

Unscored
$10,995181,449 mi

Comparison: 6 similar vehicles

Bixby, OK

2011 Jeep Grand Cherokee Limited

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

2011 Jeep Grand Cherokee Limited

Bixby, OK

UnscoredInsufficient · 4
$10,995124,025 mi

Comparison: 4 similar vehicles

Bixby, OK

2012 Nissan Titan SV

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

2012 Nissan Titan SV

Bixby, OK

UnscoredInsufficient · 0
$11,480148,385 mi

Bixby, OK

2021 Mitsubishi Outlander Sport LE

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

2021 Mitsubishi Outlander Sport LE

Bixby, OK

UnscoredInsufficient · 0
$11,50089,829 mi

Bixby, OK

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Bixby, OK

Fair PriceLimited · 10
$11,500110,333 mi

Market: $10,211 – $20,295

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Bixby, OK

2019 Chevrolet Cruze LT

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

2019 Chevrolet Cruze LT

Bixby, OK

Unscored
$11,50074,235 mi

Comparison: 5 similar vehicles

Bixby, OK

2018 Jeep Compass Limited

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

2018 Jeep Compass Limited

Bixby, OK

Unscored
$11,500130,735 mi

Comparison: 12 similar vehicles

Bixby, OK

2021 Toyota Camry SE Nightshade

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

2021 Toyota Camry SE Nightshade

Bixby, OK

UnscoredInsufficient · 0
$11,995280,000 mi

Bixby, OK

2017 Chrysler Pacifica Touring

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

2017 Chrysler Pacifica Touring

Bixby, OK

Fair PriceLimited · 14
$11,995114,647 mi

Market: $5,995 – $14,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Bixby, OK

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Bixby, OK

Unscored
$11,995110,140 mi

Comparison: 7 similar vehicles

Bixby, OK

2016 Buick Encore Convenience

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

2016 Buick Encore Convenience

Bixby, OK

Fair PriceLimited · 11
$11,99596,072 mi

Market: $8,900 – $16,900

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Bixby, OK

2017 Nissan Armada SV

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

2017 Nissan Armada SV

Bixby, OK

Unscored
$11,997126,640 mi

Comparison: 7 similar vehicles

Bixby, OK

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Bixby, OK

UnscoredInsufficient · 4
$12,500124,203 mi

Comparison: 4 similar vehicles

Bixby, OK

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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