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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

1,105 listings found

2003 Lexus ES 300

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

2003 Lexus ES 300

Westminster, CO

UnscoredInsufficient · 0
$2,200Mileage not verified

Westminster, CO

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Westminster, CO

Unscored
$3,400Mileage not verified

Comparison: 6 similar vehicles

Westminster, CO

2007 GMC Envoy SLT

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

2007 GMC Envoy SLT

Westminster, CO

UnscoredInsufficient · 0
$3,500Mileage not verified

Westminster, CO

1997 Ford Expedition EDDIE BAUER

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

1997 Ford Expedition EDDIE BAUER

Westminster, CO

UnscoredInsufficient · 0
$3,500129,000 mi

Westminster, CO

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Westminster, CO

Unscored
$3,900195,000 mi

Comparison: 15 similar vehicles

Westminster, CO

1996 Dodge Ram 3500

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

1996 Dodge Ram 3500

Westminster, CO

UnscoredInsufficient · 0
$4,000132,003 mi

Westminster, CO

2010 Mazda CX-9 Touring

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

2010 Mazda CX-9 Touring

Westminster, CO

UnscoredInsufficient · 0
$4,500156,000 mi

Westminster, CO

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Westminster, CO

UnscoredInsufficient · 3
$5,500160,000 mi

Comparison: 3 similar vehicles

Westminster, CO

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Westminster, CO

Unscored
$5,500181,000 mi

Comparison: 9 similar vehicles

Westminster, CO

2008 Ford F-150 XLT

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

2008 Ford F-150 XLT

Westminster, CO

UnscoredInsufficient · 0
$5,500179,000 mi

Westminster, CO

2007 Subaru Impreza i Sport

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

2007 Subaru Impreza i Sport

Westminster, CO

UnscoredInsufficient · 0
$5,500178,000 mi

Westminster, CO

2003 Chevrolet Avalanche Base

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

2003 Chevrolet Avalanche Base

Westminster, CO

UnscoredInsufficient · 0
$5,500192,000 mi

Westminster, CO

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Westminster, CO

Fair PriceModerate · 20
$5,600106,745 mi

Market: $4,991 – $17,295

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Westminster, CO

2001 Honda CR-V LX

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

2001 Honda CR-V LX

Westminster, CO

UnscoredInsufficient · 0
$5,691138,298 mi

Westminster, CO

1997 Dodge Ram Wagon VALUE

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

1997 Dodge Ram Wagon VALUE

Westminster, CO

UnscoredInsufficient · 0
$5,995180,954 mi

Westminster, CO

2012 Land Rover LR4 Base

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

2012 Land Rover LR4 Base

Westminster, CO

UnscoredInsufficient · 0
$6,500162,000 mi

Westminster, CO

2004 Chevrolet Avalanche Base

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

2004 Chevrolet Avalanche Base

Westminster, CO

UnscoredInsufficient · 0
$6,500191,000 mi

Westminster, CO

2015 BMW 3 Series 320i

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

2015 BMW 3 Series 320i

Westminster, CO

Unscored
$6,900109,000 mi

Comparison: 6 similar vehicles

Westminster, CO

2013 Ford F-150 FX4

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

2013 Ford F-150 FX4

Westminster, CO

Unscored
$6,900136,000 mi

Comparison: 12 similar vehicles

Westminster, CO

2007 Cadillac Escalade Base

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

2007 Cadillac Escalade Base

Westminster, CO

Unscored
$6,900141,000 mi

Comparison: 5 similar vehicles

Westminster, CO

2005 Chevrolet Colorado Z85

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

2005 Chevrolet Colorado Z85

Westminster, CO

UnscoredInsufficient · 0
$6,995160,184 mi

Westminster, CO

2004 Ford F-150 Heritage XL

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

2004 Ford F-150 Heritage XL

Westminster, CO

UnscoredInsufficient · 0
$6,995149,853 mi

Westminster, CO

2003 Ford F-250 Super Duty XL

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

2003 Ford F-250 Super Duty XL

Westminster, CO

UnscoredInsufficient · 0
$6,995169,833 mi

Westminster, CO

2000 GMC Savana Cargo Base

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

2000 GMC Savana Cargo Base

Westminster, CO

UnscoredInsufficient · 0
$6,995183,687 mi

Westminster, CO

1997 Ford Ranger XL

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

1997 Ford Ranger XL

Westminster, CO

UnscoredInsufficient · 0
$6,995118,911 mi

Westminster, CO

1997 Ford Econoline Van Base

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

1997 Ford Econoline Van Base

Westminster, CO

UnscoredInsufficient · 0
$6,995153,362 mi

Westminster, CO

2015 Volvo XC60 T6 Platinum

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

2015 Volvo XC60 T6 Platinum

Westminster, CO

UnscoredInsufficient · 0
$7,981144,117 mi

Westminster, CO

2000 Ford F-350

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

2000 Ford F-350

Westminster, CO

UnscoredInsufficient · 0
$7,995106,245 mi

Westminster, CO

1981 Chevrolet

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

1981 Chevrolet

Westminster, CO

UnscoredInsufficient · 0
$7,995118,394 mi

Westminster, CO

2017 Volvo V60 R-Design Platinum

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

2017 Volvo V60 R-Design Platinum

Westminster, CO

UnscoredInsufficient · 0
$8,500150,000 mi

Westminster, CO

2009 BMW 3 Series 335xi

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

2009 BMW 3 Series 335xi

Westminster, CO

UnscoredInsufficient · 0
$8,800109,000 mi

Westminster, CO

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Westminster, CO

Unscored
$8,900187,000 mi

Comparison: 17 similar vehicles

Westminster, CO

2011 Porsche Cayenne S

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

2011 Porsche Cayenne S

Westminster, CO

UnscoredInsufficient · 0
$8,900156,000 mi

Westminster, CO

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

Westminster, CO

Unscored
$8,995182,931 mi

Comparison: 13 similar vehicles

Westminster, CO

2009 GMC Sierra 1500 Work Truck

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

2009 GMC Sierra 1500 Work Truck

Westminster, CO

UnscoredInsufficient · 3
$8,995160,935 mi

Comparison: 3 similar vehicles

Westminster, CO

2000 Ford F-350 Super Duty XL

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

2000 Ford F-350 Super Duty XL

Westminster, CO

UnscoredInsufficient · 0
$8,995114,906 mi

Westminster, CO

2012 Honda Accord LX

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

2012 Honda Accord LX

Westminster, CO

UnscoredInsufficient · 3
$9,290147,985 mi

Comparison: 3 similar vehicles

Westminster, CO

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Westminster, CO

Unscored
$9,500125,000 mi

Comparison: 19 similar vehicles

Westminster, CO

2011 Honda CR-V SE

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

2011 Honda CR-V SE

Westminster, CO

Unscored
$9,781155,788 mi

Comparison: 17 similar vehicles

Westminster, CO

2013 Audi A3 Premium

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

2013 Audi A3 Premium

Westminster, CO

UnscoredInsufficient · 0
$9,790136,440 mi

Westminster, CO

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Westminster, CO

Fair PriceLimited · 15
$9,799100,377 mi

Market: $5,415 – $11,749

Comparison: 15 similar vehicles

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

Westminster, CO

2017 Dodge Grand Caravan SE

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

2017 Dodge Grand Caravan SE

Westminster, CO

UnscoredInsufficient · 0
$9,995167,786 mi

Westminster, CO

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Westminster, CO

Unscored
$9,995184,077 mi

Comparison: 20 similar vehicles

Westminster, CO

2013 Ford F-250 Super Duty XLT

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

2013 Ford F-250 Super Duty XLT

Westminster, CO

UnscoredInsufficient · 0
$9,995178,321 mi

Westminster, CO

2012 Ford E-Series Econoline Van Commercial

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

2012 Ford E-Series Econoline Van Commercial

Westminster, CO

UnscoredInsufficient · 3
$9,995186,810 mi

Comparison: 3 similar vehicles

Westminster, CO

2010 Chevrolet Express Cargo Work Van

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

2010 Chevrolet Express Cargo Work Van

Westminster, CO

UnscoredInsufficient · 0
$9,995182,073 mi

Westminster, CO

2010 Jeep Wrangler Sport

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

2010 Jeep Wrangler Sport

Westminster, CO

UnscoredInsufficient · 0
$9,995128,310 mi

Westminster, CO

2004 Chevrolet Silverado 2500HD

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

2004 Chevrolet Silverado 2500HD

Westminster, CO

UnscoredInsufficient · 0
$9,995146,585 mi

Westminster, CO

2016 Jeep Renegade Sport

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

2016 Jeep Renegade Sport

Westminster, CO

UnscoredInsufficient · 4
$10,19069,699 mi

Comparison: 4 similar vehicles

Westminster, CO

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Westminster, CO

Fair PriceModerate · 23
$10,99177,132 mi

Market: $8,111 – $15,366

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Westminster, CO

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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