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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 13, 2026

7.2M+

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

58 listings found

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Arco, ID

UnscoredInsufficient · 0
$2,995320,223 mi

Arco, ID

2004 Isuzu Rodeo S

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

2004 Isuzu Rodeo S

Arco, ID

UnscoredInsufficient · 0
$2,995203,908 mi

Arco, ID

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Arco, ID

UnscoredInsufficient · 3
$3,995197,532 mi

Comparison: 3 similar vehicles

Arco, ID

2005 Saturn VUE Base

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

2005 Saturn VUE Base

Arco, ID

UnscoredInsufficient · 0
$4,850132,220 mi

Arco, ID

2001 Lincoln Continental Base

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

2001 Lincoln Continental Base

Arco, ID

UnscoredInsufficient · 0
$4,990Mileage not verified

Arco, ID

2012 Volkswagen Passat S

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

2012 Volkswagen Passat S

Arco, ID

UnscoredInsufficient · 0
$4,995140,286 mi

Arco, ID

2004 Toyota Sienna LE

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

2004 Toyota Sienna LE

Arco, ID

UnscoredInsufficient · 0
$4,995210,927 mi

Arco, ID

1999 Saab 9-3 SE

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

1999 Saab 9-3 SE

Arco, ID

UnscoredInsufficient · 0
$4,99585,169 mi

Arco, ID

2013 Chevrolet Sonic RS

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

2013 Chevrolet Sonic RS

Arco, ID

UnscoredInsufficient · 0
$5,250155,953 mi

Arco, ID

2007 Chevrolet Suburban LS

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

2007 Chevrolet Suburban LS

Arco, ID

UnscoredInsufficient · 0
$5,650307,758 mi

Arco, ID

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Arco, ID

Unscored
$5,995191,272 mi

Comparison: 12 similar vehicles

Arco, ID

2013 Ford Explorer Utility Police Interceptor

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

2013 Ford Explorer Utility Police Interceptor

Arco, ID

UnscoredInsufficient · 0
$5,995140,862 mi

Arco, ID

2007 Toyota Camry SE

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

2007 Toyota Camry SE

Arco, ID

UnscoredInsufficient · 0
$5,995183,654 mi

Arco, ID

2007 Hyundai Santa Fe Limited

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

2007 Hyundai Santa Fe Limited

Arco, ID

UnscoredInsufficient · 0
$5,995198,532 mi

Arco, ID

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Arco, ID

UnscoredInsufficient · 0
$5,995180,327 mi

Arco, ID

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Arco, ID

UnscoredInsufficient · 3
$6,995186,552 mi

Comparison: 3 similar vehicles

Arco, ID

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Arco, ID

UnscoredInsufficient · 0
$6,995144,196 mi

Arco, ID

2017 Dodge Grand Caravan GT

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

2017 Dodge Grand Caravan GT

Arco, ID

UnscoredInsufficient · 0
$7,995181,889 mi

Arco, ID

2015 Subaru XV Crosstrek Limited

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

2015 Subaru XV Crosstrek Limited

Arco, ID

Unscored
$8,995218,816 mi

Comparison: 5 similar vehicles

Arco, ID

2005 Dodge Ram 1500 Pickup SLT

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

2005 Dodge Ram 1500 Pickup SLT

Arco, ID

UnscoredInsufficient · 4
$8,995231,832 mi

Comparison: 4 similar vehicles

Arco, ID

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Arco, ID

Unscored
$9,995210,923 mi

Comparison: 27 similar vehicles

Arco, ID

2014 Buick LaCrosse Leather

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

2014 Buick LaCrosse Leather

Arco, ID

Unscored
$9,995142,210 mi

Comparison: 6 similar vehicles

Arco, ID

2010 Subaru Forester X

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

2010 Subaru Forester X

Arco, ID

Unscored
$9,995111,956 mi

Comparison: 7 similar vehicles

Arco, ID

2017 Chrysler Pacifica LX

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

2017 Chrysler Pacifica LX

Arco, ID

UnscoredInsufficient · 0
$10,995125,134 mi

Arco, ID

2017 Subaru Outback Touring

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

2017 Subaru Outback Touring

Arco, ID

UnscoredInsufficient · 0
$10,995183,759 mi

Arco, ID

2016 Subaru Forester i Premium

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

2016 Subaru Forester i Premium

Arco, ID

Unscored
$10,995171,635 mi

Comparison: 9 similar vehicles

Arco, ID

2014 Chrysler Town & Country Touring-L

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

2014 Chrysler Town & Country Touring-L

Arco, ID

UnscoredInsufficient · 0
$11,495107,867 mi

Arco, ID

2010 Jeep Wrangler Unlimited Sport

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

2010 Jeep Wrangler Unlimited Sport

Arco, ID

UnscoredInsufficient · 3
$11,500176,034 mi

Comparison: 3 similar vehicles

Arco, ID

2017 Subaru Forester Base

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

2017 Subaru Forester Base

Arco, ID

Unscored
$11,995187,500 mi

Comparison: 6 similar vehicles

Arco, ID

2015 Subaru Forester XT Touring

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

2015 Subaru Forester XT Touring

Arco, ID

Unscored
$12,995164,104 mi

Comparison: 5 similar vehicles

Arco, ID

2003 Ford F-350 Super Duty XL

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

2003 Ford F-350 Super Duty XL

Arco, ID

UnscoredInsufficient · 0
$12,995308,121 mi

Arco, ID

1999 Ford F-350 Super Duty LARIAT

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

1999 Ford F-350 Super Duty LARIAT

Arco, ID

UnscoredInsufficient · 0
$12,995279,523 mi

Arco, ID

2013 Chevrolet Suburban LTZ

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

2013 Chevrolet Suburban LTZ

Arco, ID

UnscoredInsufficient · 0
$13,450175,037 mi

Arco, ID

2011 GMC Sierra 1500 Denali

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

2011 GMC Sierra 1500 Denali

Arco, ID

UnscoredInsufficient · 0
$13,995191,285 mi

Arco, ID

2008 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2008 Chevrolet Silverado 3500 Chassis Cab Work Truck

Arco, ID

UnscoredInsufficient · 0
$13,995229,108 mi

Arco, ID

2019 Toyota Corolla SE

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

2019 Toyota Corolla SE

Arco, ID

UnscoredInsufficient · 0
$14,99583,032 mi

Arco, ID

2017 RAM 1500 Pickup Express

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

2017 RAM 1500 Pickup Express

Arco, ID

Unscored
$14,995155,290 mi

Comparison: 8 similar vehicles

Arco, ID

2013 Jeep Wrangler Unlimited Sport

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

2013 Jeep Wrangler Unlimited Sport

Arco, ID

Unscored
$15,995111,079 mi

Comparison: 8 similar vehicles

Arco, ID

2012 Dodge Charger Police

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

2012 Dodge Charger Police

Arco, ID

UnscoredInsufficient · 0
$15,99598,458 mi

Arco, ID

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Arco, ID

Unscored
$16,995156,895 mi

Comparison: 13 similar vehicles

Arco, ID

2016 Ford Explorer Sport

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

2016 Ford Explorer Sport

Arco, ID

Unscored
$17,99571,381 mi

Comparison: 7 similar vehicles

Arco, ID

2015 RAM 1500 Outdoorsman

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

2015 RAM 1500 Outdoorsman

Arco, ID

UnscoredInsufficient · 4
$17,995121,208 mi

Comparison: 4 similar vehicles

Arco, ID

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Arco, ID

OverpricedLimited · 11
$18,99565,814 mi

Market: $16,115 – $17,364

Comparison: 11 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Arco, ID

2008 GMC Sierra 2500HD Work Truck

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

2008 GMC Sierra 2500HD Work Truck

Arco, ID

UnscoredInsufficient · 0
$18,99545,649 mi

Arco, ID

2014 RAM 1500 Pickup SLT

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

2014 RAM 1500 Pickup SLT

Arco, ID

UnscoredInsufficient · 3
$19,995108,263 mi

Comparison: 3 similar vehicles

Arco, ID

2018 Jeep Wrangler JK Unlimited Sport S

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

2018 Jeep Wrangler JK Unlimited Sport S

Arco, ID

Unscored
$21,495100,918 mi

Comparison: 7 similar vehicles

Arco, ID

2019 Chevrolet Silverado 1500 LT

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

2019 Chevrolet Silverado 1500 LT

Arco, ID

Unscored
$23,995150,317 mi

Comparison: 33 similar vehicles

Arco, ID

2017 Ford F-150 Lariat

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

2017 Ford F-150 Lariat

Arco, ID

Unscored
$23,995147,051 mi

Comparison: 44 similar vehicles

Arco, ID

2015 Ford F-250 Super Duty XLT

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

2015 Ford F-250 Super Duty XLT

Arco, ID

UnscoredInsufficient · 0
$24,995143,327 mi

Arco, ID

2019 Chevrolet Silverado 1500 RST

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

2019 Chevrolet Silverado 1500 RST

Arco, ID

Fair PriceLimited · 12
$25,995114,901 mi

Market: $23,491 – $32,427

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Arco, ID

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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