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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 8, 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

1,537 listings found

2005 GMC Yukon XL SLE

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

2005 GMC Yukon XL SLE

Andrews, TX

UnscoredInsufficient · 0
$3,800Mileage not verified

Andrews, TX

2012 Nissan Pathfinder S

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

2012 Nissan Pathfinder S

Lovington, NM

UnscoredInsufficient · 3
$4,995303,297 mi

Comparison: 3 similar vehicles

Lovington, NM

2012 Ford Focus SE

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

2012 Ford Focus SE

Andrews, TX

UnscoredInsufficient · 0
$5,000187,085 mi

Andrews, TX

2005 Dodge Ram 1500 Pickup ST

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

2005 Dodge Ram 1500 Pickup ST

Andrews, TX

UnscoredInsufficient · 0
$5,000263,502 mi

Andrews, TX

1998 Chevrolet C1500 SILVERADO

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

1998 Chevrolet C1500 SILVERADO

Hobbs, NM

UnscoredInsufficient · 0
$5,380269,663 mi

Hobbs, NM

2015 Mitsubishi Outlander Sport SE

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

2015 Mitsubishi Outlander Sport SE

Andrews, TX

UnscoredInsufficient · 0
$5,500115,145 mi

Andrews, TX

2007 Ford Explorer Eddie Bauer

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

2007 Ford Explorer Eddie Bauer

Lovington, NM

UnscoredInsufficient · 3
$5,995201,214 mi

Comparison: 3 similar vehicles

Lovington, NM

1999 Nissan Altima XE

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

1999 Nissan Altima XE

Lovington, NM

UnscoredInsufficient · 0
$5,995132,234 mi

Lovington, NM

1994 Nissan

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

1994 Nissan

Hobbs, NM

UnscoredInsufficient · 0
$6,38082,278 mi

Hobbs, NM

2014 Nissan Pathfinder S

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

2014 Nissan Pathfinder S

Lovington, NM

UnscoredInsufficient · 0
$6,995174,575 mi

Lovington, NM

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Lovington, NM

UnscoredInsufficient · 0
$6,995147,051 mi

Lovington, NM

2012 Dodge Grand Caravan Crew

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

2012 Dodge Grand Caravan Crew

Lovington, NM

UnscoredInsufficient · 0
$6,995130,180 mi

Lovington, NM

2007 Ford F-150 XL

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

2007 Ford F-150 XL

Lovington, NM

UnscoredInsufficient · 0
$6,995176,468 mi

Lovington, NM

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Hobbs, NM

Fair PriceModerate · 28
$7,380118,777 mi

Market: $5,922 – $16,295

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Hobbs, NM

2013 Land Rover LR4 Base

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

2013 Land Rover LR4 Base

Andrews, TX

UnscoredInsufficient · 0
$7,50090,500 mi

Andrews, TX

2012 GMC Savana

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

2012 GMC Savana

Lovington, NM

UnscoredInsufficient · 0
$7,995279,621 mi

Lovington, NM

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Lovington, NM

UnscoredInsufficient · 0
$7,995181,622 mi

Lovington, NM

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

Andrews, TX

UnscoredInsufficient · 0
$8,50070,181 mi

Andrews, TX

2012 Chevrolet Cruze ECO

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

2012 Chevrolet Cruze ECO

Hobbs, NM

UnscoredInsufficient · 0
$8,90180,770 mi

Hobbs, NM

2017 Subaru Forester Limited

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

2017 Subaru Forester Limited

Lovington, NM

Unscored
$8,995180,907 mi

Comparison: 10 similar vehicles

Lovington, NM

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Hobbs, NM

UnscoredInsufficient · 0
$9,89693,351 mi

Hobbs, NM

2016 Ford Expedition XLT

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

2016 Ford Expedition XLT

Lovington, NM

UnscoredInsufficient · 3
$9,995206,676 mi

Comparison: 3 similar vehicles

Lovington, NM

2014 GMC Savana Cutaway Work Van

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

2014 GMC Savana Cutaway Work Van

Lovington, NM

UnscoredInsufficient · 0
$9,995227,408 mi

Lovington, NM

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Lovington, NM

UnscoredInsufficient · 0
$9,995165,576 mi

Lovington, NM

2013 Chevrolet Impala LTZ

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

2013 Chevrolet Impala LTZ

Lovington, NM

UnscoredInsufficient · 0
$9,995111,181 mi

Lovington, NM

2017 GMC Terrain SLT

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

2017 GMC Terrain SLT

Hobbs, NM

UnscoredInsufficient · 3
$10,370181,553 mi

Comparison: 3 similar vehicles

Hobbs, NM

2006 Cadillac CTS 3.6

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

2006 Cadillac CTS 3.6

Hobbs, NM

UnscoredInsufficient · 0
$10,38088,646 mi

Hobbs, NM

2018 Nissan Rogue Sport SV

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

2018 Nissan Rogue Sport SV

Lovington, NM

UnscoredInsufficient · 0
$10,995151,851 mi

Lovington, NM

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Lovington, NM

Unscored
$10,995102,579 mi

Comparison: 7 similar vehicles

Lovington, NM

2016 Nissan Maxima SV

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

2016 Nissan Maxima SV

Lovington, NM

UnscoredInsufficient · 0
$10,995127,829 mi

Lovington, NM

2012 Nissan Murano LE

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

2012 Nissan Murano LE

Lovington, NM

UnscoredInsufficient · 0
$10,995105,852 mi

Lovington, NM

2010 Ford Explorer Sport Trac XLT

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

2010 Ford Explorer Sport Trac XLT

Lovington, NM

UnscoredInsufficient · 4
$10,995150,415 mi

Comparison: 4 similar vehicles

Lovington, NM

2008 Honda Ridgeline RTL

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

2008 Honda Ridgeline RTL

Lovington, NM

UnscoredInsufficient · 0
$10,995135,845 mi

Lovington, NM

2013 Buick LaCrosse Leather

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

2013 Buick LaCrosse Leather

Hobbs, NM

UnscoredInsufficient · 0
$11,325108,310 mi

Hobbs, NM

2017 Nissan Armada SL

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

2017 Nissan Armada SL

Lovington, NM

Unscored
$11,995173,908 mi

Comparison: 11 similar vehicles

Lovington, NM

2015 Lexus LS Base

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

2015 Lexus LS Base

Lovington, NM

Salvage title
$11,995183,175 mi

Lovington, NM

2018 Jeep Cherokee Latitude

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

2018 Jeep Cherokee Latitude

Hobbs, NM

UnscoredInsufficient · 3
$12,90091,054 mi

Comparison: 3 similar vehicles

Hobbs, NM

2022 Ford Maverick XL

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

2022 Ford Maverick XL

Lovington, NM

Unscored
$12,995122,810 mi

Comparison: 5 similar vehicles

Lovington, NM

2018 Nissan Pathfinder SL

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

2018 Nissan Pathfinder SL

Lovington, NM

UnscoredInsufficient · 0
$12,995140,455 mi

Lovington, NM

2018 Nissan Pathfinder Platinum

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

2018 Nissan Pathfinder Platinum

Lovington, NM

UnscoredInsufficient · 4
$12,99577,085 mi

Comparison: 4 similar vehicles

Lovington, NM

2017 Chrysler 200 Limited

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

2017 Chrysler 200 Limited

Lovington, NM

UnscoredInsufficient · 0
$12,995127,020 mi

Lovington, NM

2012 Chevrolet Express LS

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

2012 Chevrolet Express LS

Lovington, NM

UnscoredInsufficient · 0
$12,995108,160 mi

Lovington, NM

2018 Toyota C-HR XLE Premium

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

2018 Toyota C-HR XLE Premium

Hobbs, NM

Unscored
$13,530113,081 mi

Comparison: 5 similar vehicles

Hobbs, NM

2014 GMC Yukon XL Denali

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

2014 GMC Yukon XL Denali

Lovington, NM

UnscoredInsufficient · 0
$13,995146,912 mi

Lovington, NM

2017 Buick Enclave Premium

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

2017 Buick Enclave Premium

Andrews, TX

Unscored
$14,66989,179 mi

Comparison: 7 similar vehicles

Andrews, TX

2020 Jeep Grand Cherokee Altitude

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

2020 Jeep Grand Cherokee Altitude

Denver City, TX

Unscored
$14,914124,200 mi

Comparison: 8 similar vehicles

Denver City, TX

2018 Chevrolet Suburban LT

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

2018 Chevrolet Suburban LT

Lovington, NM

Unscored
$14,995141,825 mi

Comparison: 6 similar vehicles

Lovington, NM

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Hobbs, NM

Unscored
$15,96791,133 mi

Comparison: 8 similar vehicles

Hobbs, NM

2019 Ford Expedition XLT

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

2019 Ford Expedition XLT

Lovington, NM

Unscored
$15,995142,842 mi

Comparison: 25 similar vehicles

Lovington, NM

2014 Chevrolet Silverado 2500HD Work Truck

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

2014 Chevrolet Silverado 2500HD Work Truck

Lovington, NM

UnscoredInsufficient · 0
$15,995118,723 mi

Lovington, NM

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 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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