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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 · October 31, 2026

6M+

Unique vehicles analyzed

as of October 30, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

4,519 listings found

1999 Subaru Legacy

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

1999 Subaru Legacy

Farmington, NM

UnscoredInsufficient · 0
$2,295204,431 mi

Farmington, NM

2000 Lincoln Town Car CARTIER

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

2000 Lincoln Town Car CARTIER

Farmington, NM

UnscoredInsufficient · 0
$2,900196,400 mi

Farmington, NM

2008 Honda Fit Base

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

2008 Honda Fit Base

Farmington, NM

UnscoredInsufficient · 0
$3,495199,468 mi

Farmington, NM

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Farmington, NM

UnscoredInsufficient · 0
$3,800241,852 mi

Farmington, NM

2013 Chevrolet Spark LS

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

2013 Chevrolet Spark LS

Farmington, NM

UnscoredInsufficient · 0
$3,900108,137 mi

Farmington, NM

2011 Subaru Outback 3.6R Limited

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

2011 Subaru Outback 3.6R Limited

Farmington, NM

UnscoredInsufficient · 0
$3,900216,103 mi

Farmington, NM

2008 Hyundai Santa Fe SE

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

2008 Hyundai Santa Fe SE

Farmington, NM

UnscoredInsufficient · 0
$3,900238,670 mi

Farmington, NM

2006 Toyota RAV4 Base

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

2006 Toyota RAV4 Base

Farmington, NM

UnscoredInsufficient · 0
$3,900176,280 mi

Farmington, NM

2003 Hyundai Santa Fe GLS

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

2003 Hyundai Santa Fe GLS

Farmington, NM

UnscoredInsufficient · 0
$3,900240,538 mi

Farmington, NM

1995 Cadillac DeVille

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

1995 Cadillac DeVille

Farmington, NM

UnscoredInsufficient · 0
$3,900208,013 mi

Farmington, NM

2013 Honda Accord EX

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

2013 Honda Accord EX

Farmington, NM

UnscoredInsufficient · 0
$4,000215,371 mi

Farmington, NM

2011 Dodge Grand Caravan Mainstreet

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

2011 Dodge Grand Caravan Mainstreet

Farmington, NM

UnscoredInsufficient · 0
$4,500143,531 mi

Farmington, NM

2003 Ford Explorer XLT Sport

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

2003 Ford Explorer XLT Sport

Cortez, CO

UnscoredInsufficient · 0
$4,750188,067 mi

Cortez, CO

2013 Chrysler Town & Country Touring-L

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

2013 Chrysler Town & Country Touring-L

Farmington, NM

UnscoredInsufficient · 0
$4,800165,235 mi

Farmington, NM

2017 Ford Focus SE

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

2017 Ford Focus SE

Farmington, NM

UnscoredInsufficient · 0
$4,900133,965 mi

Farmington, NM

2015 Buick Encore Base

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

2015 Buick Encore Base

Farmington, NM

UnscoredInsufficient · 3
$4,900181,389 mi

Comparison: 3 similar vehicles

Farmington, NM

2014 GMC Acadia SLE1

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

2014 GMC Acadia SLE1

Farmington, NM

UnscoredInsufficient · 0
$4,900217,591 mi

Farmington, NM

2014 Toyota Corolla LE

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

2014 Toyota Corolla LE

Farmington, NM

UnscoredInsufficient · 0
$4,900247,040 mi

Farmington, NM

2013 Subaru XV Crosstrek Premium

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

2013 Subaru XV Crosstrek Premium

Farmington, NM

UnscoredInsufficient · 3
$4,900210,637 mi

Comparison: 3 similar vehicles

Farmington, NM

2011 Nissan Xterra S

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

2011 Nissan Xterra S

Farmington, NM

UnscoredInsufficient · 0
$4,900209,510 mi

Farmington, NM

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Farmington, NM

UnscoredInsufficient · 0
$4,900140,200 mi

Farmington, NM

2010 Nissan Titan PRO-4X

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

2010 Nissan Titan PRO-4X

Farmington, NM

UnscoredInsufficient · 0
$4,900261,508 mi

Farmington, NM

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Farmington, NM

UnscoredInsufficient · 0
$4,900207,969 mi

Farmington, NM

2001 Dodge Ram Pickup ST

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

2001 Dodge Ram Pickup ST

Farmington, NM

UnscoredInsufficient · 0
$4,900211,517 mi

Farmington, NM

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Farmington, NM

UnscoredInsufficient · 0
$5,000129,038 mi

Farmington, NM

2011 Volkswagen Tiguan S

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

2011 Volkswagen Tiguan S

Farmington, NM

UnscoredInsufficient · 0
$5,100156,189 mi

Farmington, NM

2018 Kia RIO LX

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

2018 Kia RIO LX

Farmington, NM

UnscoredInsufficient · 0
$5,400130,283 mi

Farmington, NM

2020 Kia Soul EX

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

2020 Kia Soul EX

Farmington, NM

UnscoredInsufficient · 0
$5,495196,914 mi

Farmington, NM

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Farmington, NM

UnscoredInsufficient · 0
$5,495233,216 mi

Farmington, NM

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Farmington, NM

UnscoredInsufficient · 0
$5,500143,885 mi

Farmington, NM

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Farmington, NM

UnscoredInsufficient · 0
$5,500150,192 mi

Farmington, NM

2011 GMC Terrain SLT-1

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

2011 GMC Terrain SLT-1

Farmington, NM

UnscoredInsufficient · 0
$5,500167,139 mi

Farmington, NM

2011 Dodge Grand Caravan Express

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

2011 Dodge Grand Caravan Express

Waterflow, NM

UnscoredInsufficient · 0
$5,500225,404 mi

Waterflow, NM

2010 Dodge Journey SXT

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

2010 Dodge Journey SXT

Farmington, NM

UnscoredInsufficient · 0
$5,743173,340 mi

Farmington, NM

2016 Ford Focus SE

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

2016 Ford Focus SE

Farmington, NM

UnscoredInsufficient · 4
$5,800141,858 mi

Comparison: 4 similar vehicles

Farmington, NM

2016 Mitsubishi Outlander SEL

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

2016 Mitsubishi Outlander SEL

Farmington, NM

UnscoredInsufficient · 0
$5,800177,682 mi

Farmington, NM

2017 Volkswagen Jetta S

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

2017 Volkswagen Jetta S

Farmington, NM

UnscoredInsufficient · 0
$5,900121,429 mi

Farmington, NM

2016 Kia Sportage LX

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

2016 Kia Sportage LX

Farmington, NM

UnscoredInsufficient · 4
$5,900189,880 mi

Comparison: 4 similar vehicles

Farmington, NM

2015 Ford Escape SE

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

2015 Ford Escape SE

Farmington, NM

UnscoredInsufficient · 0
$5,900167,751 mi

Farmington, NM

2015 Chevrolet Malibu 1LS

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

2015 Chevrolet Malibu 1LS

Farmington, NM

UnscoredInsufficient · 3
$5,900148,881 mi

Comparison: 3 similar vehicles

Farmington, NM

2014 Subaru Outback 2.5i Premium

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

2014 Subaru Outback 2.5i Premium

Farmington, NM

UnscoredInsufficient · 0
$5,900188,951 mi

Farmington, NM

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Farmington, NM

UnscoredInsufficient · 3
$5,900184,917 mi

Comparison: 3 similar vehicles

Farmington, NM

2002 Oldsmobile Bravada Base

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

2002 Oldsmobile Bravada Base

Durango, CO

UnscoredInsufficient · 0
$5,900165,345 mi

Durango, CO

1997 BMW Z3 ROADSTER

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

1997 BMW Z3 ROADSTER

Farmington, NM

UnscoredInsufficient · 0
$5,900156,482 mi

Farmington, NM

2004 Nissan Xterra SE

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

2004 Nissan Xterra SE

Waterflow, NM

UnscoredInsufficient · 0
$5,959203,584 mi

Waterflow, NM

2015 Buick Verano 1SD

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

2015 Buick Verano 1SD

Cortez, CO

UnscoredInsufficient · 0
$5,995167,807 mi

Cortez, CO

2014 Ford Escape S

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

2014 Ford Escape S

Kirtland, NM

Unscored
$5,995117,438 mi

Comparison: 6 similar vehicles

Kirtland, NM

2015 Kia Forte LX

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

2015 Kia Forte LX

Farmington, NM

UnscoredInsufficient · 0
$5,999160,444 mi

Farmington, NM

2014 Jeep Cherokee Limited

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

2014 Jeep Cherokee Limited

Farmington, NM

UnscoredInsufficient · 3
$6,000159,577 mi

Comparison: 3 similar vehicles

Farmington, NM

2013 MINI Cooper Base

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

2013 MINI Cooper Base

Waterflow, NM

UnscoredInsufficient · 4
$6,000147,500 mi

Comparison: 4 similar vehicles

Waterflow, 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 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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