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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 7, 2026

7.1M+

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

2,970 listings found

1998 Subaru Legacy DQ

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

1998 Subaru Legacy DQ

Loveland, CO

UnscoredInsufficient · 0
$2,499192,218 mi

Loveland, CO

2007 Volkswagen Passat 2.0T

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

2007 Volkswagen Passat 2.0T

Loveland, CO

UnscoredInsufficient · 0
$2,995198,162 mi

Loveland, CO

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Loveland, CO

Unscored
$3,499220,157 mi

Comparison: 5 similar vehicles

Loveland, CO

2013 Kia Optima LX

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

2013 Kia Optima LX

Loveland, CO

UnscoredInsufficient · 0
$3,995220,705 mi

Loveland, CO

2009 Jeep Grand Cherokee Laredo

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

2009 Jeep Grand Cherokee Laredo

Loveland, CO

UnscoredInsufficient · 0
$3,999190,406 mi

Loveland, CO

2003 Honda Element EX

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

2003 Honda Element EX

Loveland, CO

UnscoredInsufficient · 3
$3,999216,700 mi

Comparison: 3 similar vehicles

Loveland, CO

2000 Lexus RX 300

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

2000 Lexus RX 300

Loveland, CO

UnscoredInsufficient · 3
$3,999195,900 mi

Comparison: 3 similar vehicles

Loveland, CO

2006 Ford Focus ZX4 S

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

2006 Ford Focus ZX4 S

Loveland, CO

UnscoredInsufficient · 0
$4,198145,005 mi

Loveland, CO

2008 INFINITI G 35

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

2008 INFINITI G 35

Loveland, CO

UnscoredInsufficient · 0
$4,399206,175 mi

Loveland, CO

2016 Volkswagen Jetta Sport

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

2016 Volkswagen Jetta Sport

Loveland, CO

UnscoredInsufficient · 0
$4,495175,629 mi

Loveland, CO

2015 Subaru Legacy 2.5i Premium

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

2015 Subaru Legacy 2.5i Premium

Loveland, CO

UnscoredInsufficient · 4
$4,899208,440 mi

Comparison: 4 similar vehicles

Loveland, CO

2005 Volvo XC90 T6

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

2005 Volvo XC90 T6

Loveland, CO

UnscoredInsufficient · 0
$4,988229,822 mi

Loveland, CO

2015 Subaru Forester i Limited

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

2015 Subaru Forester i Limited

Loveland, CO

UnscoredInsufficient · 3
$4,995196,179 mi

Comparison: 3 similar vehicles

Loveland, CO

2010 Ford Taurus SEL

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

2010 Ford Taurus SEL

Loveland, CO

UnscoredInsufficient · 0
$4,995144,966 mi

Loveland, CO

2008 Dodge Magnum Police

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

2008 Dodge Magnum Police

Loveland, CO

UnscoredInsufficient · 0
$4,99991,090 mi

Loveland, CO

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Loveland, CO

Unscored
$5,499206,990 mi

Comparison: 5 similar vehicles

Loveland, CO

2011 Hyundai Genesis Coupe Premium

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

2011 Hyundai Genesis Coupe Premium

Loveland, CO

UnscoredInsufficient · 0
$5,499134,114 mi

Loveland, CO

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

Loveland, CO

UnscoredInsufficient · 3
$5,499193,720 mi

Comparison: 3 similar vehicles

Loveland, CO

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Loveland, CO

UnscoredInsufficient · 0
$5,699300,792 mi

Loveland, CO

2013 Volkswagen Tiguan SE

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

2013 Volkswagen Tiguan SE

Loveland, CO

UnscoredInsufficient · 3
$5,995154,659 mi

Comparison: 3 similar vehicles

Loveland, CO

2012 Nissan Pathfinder Silver Edition

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

2012 Nissan Pathfinder Silver Edition

Loveland, CO

UnscoredInsufficient · 0
$5,995187,902 mi

Loveland, CO

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Loveland, CO

UnscoredInsufficient · 0
$5,995131,070 mi

Loveland, CO

2009 Suzuki SX4 Crossover Touring

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

2009 Suzuki SX4 Crossover Touring

Loveland, CO

UnscoredInsufficient · 0
$5,995141,881 mi

Loveland, CO

2013 INFINITI JX Base

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

2013 INFINITI JX Base

Loveland, CO

UnscoredInsufficient · 4
$5,999192,589 mi

Comparison: 4 similar vehicles

Loveland, CO

2009 Nissan Armada SE

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

2009 Nissan Armada SE

Loveland, CO

UnscoredInsufficient · 0
$5,999197,094 mi

Loveland, CO

2003 Ford Mustang Premium

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

2003 Ford Mustang Premium

Loveland, CO

UnscoredInsufficient · 0
$5,999106,350 mi

Loveland, CO

2000 Jeep Cherokee SPORT

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

2000 Jeep Cherokee SPORT

Loveland, CO

UnscoredInsufficient · 0
$5,999137,640 mi

Loveland, CO

1996 Ford Econoline

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

1996 Ford Econoline

Loveland, CO

UnscoredInsufficient · 0
$5,999234,127 mi

Loveland, CO

2010 Mercedes-Benz M-Class ML63 AMG

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

2010 Mercedes-Benz M-Class ML63 AMG

Loveland, CO

UnscoredInsufficient · 0
$6,495194,112 mi

Loveland, CO

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

Loveland, CO

Unscored
$6,499254,100 mi

Comparison: 8 similar vehicles

Loveland, CO

2007 Ford F-150 King Ranch

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

2007 Ford F-150 King Ranch

Loveland, CO

UnscoredInsufficient · 0
$6,499195,035 mi

Loveland, CO

2003 Chevrolet Avalanche Base

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

2003 Chevrolet Avalanche Base

Loveland, CO

UnscoredInsufficient · 3
$6,499180,910 mi

Comparison: 3 similar vehicles

Loveland, CO

2011 RAM 1500 Pickup SLT

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

2011 RAM 1500 Pickup SLT

Loveland, CO

Unscored
$6,500199,100 mi

Comparison: 5 similar vehicles

Loveland, CO

2007 Dodge Caliber R/T

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

2007 Dodge Caliber R/T

Loveland, CO

UnscoredInsufficient · 0
$6,78054,621 mi

Loveland, CO

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

Loveland, CO

UnscoredInsufficient · 0
$6,999148,707 mi

Loveland, CO

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Loveland, CO

Unscored
$6,999150,346 mi

Comparison: 19 similar vehicles

Loveland, CO

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Loveland, CO

Unscored
$6,999192,730 mi

Comparison: 10 similar vehicles

Loveland, CO

2012 Jeep Liberty Limited Jet Edition

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

2012 Jeep Liberty Limited Jet Edition

Loveland, CO

UnscoredInsufficient · 3
$6,999151,741 mi

Comparison: 3 similar vehicles

Loveland, CO

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Loveland, CO

UnscoredInsufficient · 4
$6,99988,438 mi

Comparison: 4 similar vehicles

Loveland, CO

2009 Acura MDX Technology Package

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

2009 Acura MDX Technology Package

Loveland, CO

UnscoredInsufficient · 0
$6,999198,790 mi

Loveland, CO

2007 Chevrolet Avalanche LT

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

2007 Chevrolet Avalanche LT

Loveland, CO

UnscoredInsufficient · 0
$6,999148,880 mi

Loveland, CO

2006 Jeep Grand Cherokee Limited

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

2006 Jeep Grand Cherokee Limited

Loveland, CO

Unscored
$7,049127,048 mi

Comparison: 5 similar vehicles

Loveland, CO

2011 Jeep Grand Cherokee Overland

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

2011 Jeep Grand Cherokee Overland

Loveland, CO

Unscored
$7,399137,328 mi

Comparison: 7 similar vehicles

Loveland, CO

2015 Dodge Journey American Value Package

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

2015 Dodge Journey American Value Package

Loveland, CO

UnscoredInsufficient · 0
$7,495110,219 mi

Loveland, CO

2013 Honda Civic LX

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

2013 Honda Civic LX

Loveland, CO

Unscored
$7,495183,857 mi

Comparison: 6 similar vehicles

Loveland, CO

2015 Chevrolet Colorado Work Truck

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

2015 Chevrolet Colorado Work Truck

Loveland, CO

UnscoredInsufficient · 0
$7,499243,100 mi

Loveland, CO

2011 Chevrolet Silverado 1500 LT

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

2011 Chevrolet Silverado 1500 LT

Loveland, CO

UnscoredInsufficient · 3
$7,499207,675 mi

Comparison: 3 similar vehicles

Loveland, CO

2008 Acura MDX Technology Package

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

2008 Acura MDX Technology Package

Loveland, CO

UnscoredInsufficient · 0
$7,499184,960 mi

Loveland, CO

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Loveland, CO

Unscored
$7,698109,530 mi

Comparison: 5 similar vehicles

Loveland, CO

2014 Subaru XV Crosstrek Limited

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

2014 Subaru XV Crosstrek Limited

Loveland, CO

Unscored
$7,897185,918 mi

Comparison: 16 similar vehicles

Loveland, 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 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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