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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

691 listings found

2008 Audi Q7 Premium

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

2008 Audi Q7 Premium

Montrose, CO

UnscoredInsufficient · 0
$4,495219,716 mi

Montrose, CO

2011 Kia Optima SX

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

2011 Kia Optima SX

Montrose, CO

UnscoredInsufficient · 0
$4,995144,027 mi

Montrose, CO

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Montrose, CO

Unscored
$5,399257,695 mi

Comparison: 13 similar vehicles

Montrose, CO

2018 Nissan Pathfinder SV

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

2018 Nissan Pathfinder SV

Montrose, CO

UnscoredInsufficient · 4
$5,495208,163 mi

Comparison: 4 similar vehicles

Montrose, CO

2015 Chevrolet Malibu 1LS

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

2015 Chevrolet Malibu 1LS

Montrose, CO

Unscored
$5,500109,335 mi

Comparison: 6 similar vehicles

Montrose, CO

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Montrose, CO

UnscoredInsufficient · 0
$5,588194,101 mi

Montrose, CO

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Montrose, CO

Unscored
$5,999176,125 mi

Comparison: 20 similar vehicles

Montrose, CO

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Montrose, CO

Unscored
$6,399157,727 mi

Comparison: 36 similar vehicles

Montrose, CO

2007 Mercury Mariner Luxury 4WD

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

2007 Mercury Mariner Luxury 4WD

Montrose, CO

UnscoredInsufficient · 0
$6,399130,640 mi

Montrose, CO

1999 Ford F-250 Super Duty XLT

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

1999 Ford F-250 Super Duty XLT

Montrose, CO

UnscoredInsufficient · 3
$6,399195,536 mi

Comparison: 3 similar vehicles

Montrose, CO

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Montrose, CO

Unscored
$6,400145,001 mi

Comparison: 15 similar vehicles

Montrose, CO

2008 Honda CR-V EX-L

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

2008 Honda CR-V EX-L

Montrose, CO

Unscored
$6,450194,332 mi

Comparison: 8 similar vehicles

Montrose, CO

2015 Volvo XC60 Premier

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

2015 Volvo XC60 Premier

Montrose, CO

UnscoredInsufficient · 4
$6,700114,134 mi

Comparison: 4 similar vehicles

Montrose, CO

2008 Chevrolet Silverado 2500HD 1LT

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

2008 Chevrolet Silverado 2500HD 1LT

Montrose, CO

UnscoredInsufficient · 4
$6,899240,002 mi

Comparison: 4 similar vehicles

Montrose, CO

2016 Subaru Forester i

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

2016 Subaru Forester i

Montrose, CO

Unscored
$6,900169,792 mi

Comparison: 12 similar vehicles

Montrose, CO

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Montrose, CO

Unscored
$6,900110,203 mi

Comparison: 7 similar vehicles

Montrose, CO

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

Montrose, CO

UnscoredInsufficient · 0
$6,995138,942 mi

Montrose, CO

2014 Chevrolet Equinox LTZ

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

2014 Chevrolet Equinox LTZ

Montrose, CO

UnscoredInsufficient · 3
$6,999152,577 mi

Comparison: 3 similar vehicles

Montrose, CO

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Montrose, CO

Unscored
$7,188148,070 mi

Comparison: 27 similar vehicles

Montrose, CO

2014 Land Rover LR2 Base

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

2014 Land Rover LR2 Base

Montrose, CO

UnscoredInsufficient · 0
$7,400100,089 mi

Montrose, CO

2001 BMW Z3 3.0

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

2001 BMW Z3 3.0

Montrose, CO

UnscoredInsufficient · 0
$7,40076,252 mi

Montrose, CO

2013 Scion xD Base

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

2013 Scion xD Base

Montrose, CO

UnscoredInsufficient · 0
$7,99985,444 mi

Montrose, CO

2010 Nissan Xterra Off Road

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

2010 Nissan Xterra Off Road

Montrose, CO

UnscoredInsufficient · 0
$8,200178,874 mi

Montrose, CO

2015 RAM 1500 Pickup Big Horn/Lone Star

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

2015 RAM 1500 Pickup Big Horn/Lone Star

Montrose, CO

Unscored
$8,399245,183 mi

Comparison: 9 similar vehicles

Montrose, CO

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

Montrose, CO

UnscoredInsufficient · 3
$8,399203,248 mi

Comparison: 3 similar vehicles

Montrose, CO

2015 Subaru Outback Limited

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

2015 Subaru Outback Limited

Montrose, CO

UnscoredInsufficient · 3
$8,400152,634 mi

Comparison: 3 similar vehicles

Montrose, CO

2019 Subaru Crosstrek Premium

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

2019 Subaru Crosstrek Premium

Montrose, CO

Unscored
$8,500129,481 mi

Comparison: 36 similar vehicles

Montrose, CO

2019 Jeep Renegade Trailhawk

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

2019 Jeep Renegade Trailhawk

Montrose, CO

UnscoredInsufficient · 3
$8,500134,961 mi

Comparison: 3 similar vehicles

Montrose, CO

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

Montrose, CO

Unscored
$8,900130,115 mi

Comparison: 14 similar vehicles

Montrose, CO

2015 Cadillac SRX Luxury Collection

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

2015 Cadillac SRX Luxury Collection

Montrose, CO

Unscored
$8,995125,528 mi

Comparison: 6 similar vehicles

Montrose, CO

2013 Jeep Grand Cherokee Limited

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

2013 Jeep Grand Cherokee Limited

Montrose, CO

Unscored
$8,995156,615 mi

Comparison: 6 similar vehicles

Montrose, CO

2016 Nissan Titan XD Platinum Reserve

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

2016 Nissan Titan XD Platinum Reserve

Montrose, CO

UnscoredInsufficient · 3
$9,399210,975 mi

Comparison: 3 similar vehicles

Montrose, CO

2017 Subaru Crosstrek Base

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

2017 Subaru Crosstrek Base

Montrose, CO

Unscored
$9,400160,558 mi

Comparison: 9 similar vehicles

Montrose, CO

2016 Toyota Sienna XLE Premium

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

2016 Toyota Sienna XLE Premium

Montrose, CO

UnscoredInsufficient · 3
$9,498161,112 mi

Comparison: 3 similar vehicles

Montrose, CO

2014 Ford Focus SE

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

2014 Ford Focus SE

Montrose, CO

OverpricedModerate · 22
$9,498100,622 mi

Market: $2,700 – $8,617

Comparison: 22 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Montrose, 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

Montrose, CO

Unscored
$9,500214,787 mi

Comparison: 39 similar vehicles

Montrose, CO

2013 GMC Yukon Denali

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

2013 GMC Yukon Denali

Montrose, CO

UnscoredInsufficient · 0
$9,500165,335 mi

Montrose, CO

2015 Dodge Charger SXT

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

2015 Dodge Charger SXT

Montrose, CO

UnscoredInsufficient · 0
$9,595112,520 mi

Montrose, CO

2008 Toyota FJ Cruiser Base

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

2008 Toyota FJ Cruiser Base

Montrose, CO

Unscored
$9,596254,487 mi

Comparison: 12 similar vehicles

Montrose, CO

1999 Dodge Ram Pickup ST

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

1999 Dodge Ram Pickup ST

Montrose, CO

Unscored
$9,799113,481 mi

Comparison: 5 similar vehicles

Montrose, CO

2001 Jeep Wrangler SPORT

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

2001 Jeep Wrangler SPORT

Montrose, CO

UnscoredInsufficient · 0
$9,878107,360 mi

Montrose, CO

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Montrose, CO

Unscored
$9,900129,694 mi

Comparison: 17 similar vehicles

Montrose, CO

2015 BMW X1 28i

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

2015 BMW X1 28i

Montrose, CO

Unscored
$9,90062,542 mi

Comparison: 7 similar vehicles

Montrose, CO

2015 Jeep Renegade Trailhawk

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

2015 Jeep Renegade Trailhawk

Montrose, CO

Unscored
$9,900110,925 mi

Comparison: 7 similar vehicles

Montrose, CO

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Montrose, CO

UnscoredInsufficient · 3
$9,957104,427 mi

Comparison: 3 similar vehicles

Montrose, 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

Montrose, CO

Unscored
$9,957228,867 mi

Comparison: 6 similar vehicles

Montrose, CO

2000 Ford Mustang GT

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

2000 Ford Mustang GT

Montrose, CO

UnscoredInsufficient · 0
$9,99681,183 mi

Montrose, CO

2017 Jeep Cherokee Trailhawk

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

2017 Jeep Cherokee Trailhawk

Montrose, CO

Unscored
$10,200130,560 mi

Comparison: 13 similar vehicles

Montrose, 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

Montrose, CO

Unscored
$10,200136,729 mi

Comparison: 25 similar vehicles

Montrose, CO

2018 Land Rover Discovery Sport HSE

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

2018 Land Rover Discovery Sport HSE

Montrose, CO

UnscoredInsufficient · 3
$10,400113,261 mi

Comparison: 3 similar vehicles

Montrose, 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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