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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

44,947 listings found

2012 Chevrolet Cruze ECO

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

2012 Chevrolet Cruze ECO

Fort Collins, CO

UnscoredInsufficient · 0
$1,950173,533 mi

Fort Collins, CO

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

2005 Honda Civic EX

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

2005 Honda Civic EX

Denver, CO

UnscoredInsufficient · 0
$2,250138,155 mi

Denver, CO

2013 Nissan cube S

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

2013 Nissan cube S

Denver, CO

UnscoredInsufficient · 0
$2,450106,406 mi

Denver, CO

2012 Mazda MAZDA5 Touring

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

2012 Mazda MAZDA5 Touring

Denver, CO

UnscoredInsufficient · 0
$2,450113,658 mi

Denver, CO

2002 BMW X5 Base

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

2002 BMW X5 Base

Fort Collins, CO

UnscoredInsufficient · 0
$2,450Mileage not verified

Fort Collins, CO

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Englewood, CO

Unscored
$2,488122,233 mi

Comparison: 5 similar vehicles

Englewood, CO

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

2003 Chrysler PT Cruiser Touring Edition

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

2003 Chrysler PT Cruiser Touring Edition

Glendale, CO

UnscoredInsufficient · 0
$2,500174,500 mi

Glendale, CO

2001 Ford Explorer Sport Trac Base

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

2001 Ford Explorer Sport Trac Base

Englewood, CO

Unscored
$2,500148,359 mi

Comparison: 5 similar vehicles

Englewood, CO

2001 Nissan Pathfinder SE

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

2001 Nissan Pathfinder SE

Aurora, CO

UnscoredInsufficient · 0
$2,500288,890 mi

Aurora, CO

2010 Toyota Camry Base

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

2010 Toyota Camry Base

Denver, CO

UnscoredInsufficient · 0
$2,800147,120 mi

Denver, CO

2002 Ford Ranger XLT

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

2002 Ford Ranger XLT

Longmont, CO

UnscoredInsufficient · 3
$2,805112,767 mi

Comparison: 3 similar vehicles

Longmont, CO

2009 Ford Focus SE

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

2009 Ford Focus SE

Aurora, CO

UnscoredInsufficient · 0
$2,850173,940 mi

Aurora, CO

2009 Subaru Forester X Premium Package

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

2009 Subaru Forester X Premium Package

Denver, CO

UnscoredInsufficient · 0
$2,900267,998 mi

Denver, CO

2002 Toyota Prius Base

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

2002 Toyota Prius Base

Denver, CO

UnscoredInsufficient · 0
$2,900239,939 mi

Denver, CO

2014 Subaru Outback Base

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

2014 Subaru Outback Base

Denver, CO

Unscored
$2,950137,840 mi

Comparison: 20 similar vehicles

Denver, CO

2011 Dodge Grand Caravan Crew

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

2011 Dodge Grand Caravan Crew

Wheat Ridge, CO

UnscoredInsufficient · 0
$2,950161,000 mi

Wheat Ridge, CO

2011 Subaru Forester XT Touring

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

2011 Subaru Forester XT Touring

Wheat Ridge, CO

UnscoredInsufficient · 0
$2,950243,000 mi

Wheat Ridge, CO

2009 Subaru Legacy I Special Edition

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

2009 Subaru Legacy I Special Edition

Denver, CO

UnscoredInsufficient · 0
$2,950107,567 mi

Denver, CO

2004 INFINITI FX35 Base

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

2004 INFINITI FX35 Base

Wheat Ridge, CO

UnscoredInsufficient · 0
$2,950126,000 mi

Wheat Ridge, CO

2013 GMC Terrain SLT-1

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

2013 GMC Terrain SLT-1

Englewood, CO

Salvage title
$2,988175,176 mi

Englewood, CO

2007 Chrysler Sebring Touring

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

2007 Chrysler Sebring Touring

Lakewood, CO

UnscoredInsufficient · 0
$2,988202,254 mi

Lakewood, CO

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Lakewood, CO

UnscoredInsufficient · 0
$2,988208,668 mi

Lakewood, CO

2006 Volkswagen Touareg 3.2

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

2006 Volkswagen Touareg 3.2

Lakewood, CO

UnscoredInsufficient · 0
$2,988221,023 mi

Lakewood, CO

2004 Ford Taurus SES

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

2004 Ford Taurus SES

Lakewood, CO

UnscoredInsufficient · 0
$2,988191,921 mi

Lakewood, CO

2004 Hyundai XG350 L

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

2004 Hyundai XG350 L

Lakewood, CO

UnscoredInsufficient · 0
$2,988Mileage not verified

Lakewood, CO

2004 Mercedes-Benz C-Class C240 4Matic

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

2004 Mercedes-Benz C-Class C240 4Matic

Lakewood, CO

UnscoredInsufficient · 0
$2,988181,639 mi

Lakewood, CO

2004 Volkswagen Passat GLS

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

2004 Volkswagen Passat GLS

Lakewood, CO

UnscoredInsufficient · 0
$2,988165,512 mi

Lakewood, CO

2004 Volvo XC90 Base

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

2004 Volvo XC90 Base

Lakewood, CO

UnscoredInsufficient · 0
$2,988237,945 mi

Lakewood, CO

2002 Buick LeSabre Limited

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

2002 Buick LeSabre Limited

Lakewood, CO

UnscoredInsufficient · 0
$2,988216,455 mi

Lakewood, CO

2002 Buick Regal LS

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

2002 Buick Regal LS

Lakewood, CO

UnscoredInsufficient · 0
$2,988174,866 mi

Lakewood, CO

2001 Audi A6 Quattro

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

2001 Audi A6 Quattro

Lakewood, CO

UnscoredInsufficient · 0
$2,988165,869 mi

Lakewood, CO

1998 Hyundai Sonata Base

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

1998 Hyundai Sonata Base

Lakewood, CO

UnscoredInsufficient · 0
$2,988108,731 mi

Lakewood, CO

1993 Lincoln Town Car

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

1993 Lincoln Town Car

Lakewood, CO

UnscoredInsufficient · 0
$2,988161,523 mi

Lakewood, CO

2008 Kia Optima EX

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

2008 Kia Optima EX

Denver, CO

UnscoredInsufficient · 0
$2,995228,182 mi

Denver, CO

2007 Dodge Grand Caravan SE

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

2007 Dodge Grand Caravan SE

Longmont, CO

UnscoredInsufficient · 0
$2,995196,735 mi

Longmont, CO

2007 Subaru Outback I Basic

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

2007 Subaru Outback I Basic

Denver, CO

UnscoredInsufficient · 0
$2,995157,286 mi

Denver, 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

2006 Mercedes-Benz C-Class C230 Sport

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

2006 Mercedes-Benz C-Class C230 Sport

Wheat Ridge, CO

UnscoredInsufficient · 0
$2,995228,869 mi

Wheat Ridge, CO

2004 Chrysler PT Cruiser Base

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

2004 Chrysler PT Cruiser Base

Denver, CO

UnscoredInsufficient · 0
$2,995112,493 mi

Denver, CO

2008 Honda Ridgeline RTS

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

2008 Honda Ridgeline RTS

Aurora, CO

UnscoredInsufficient · 4
$2,999274,581 mi

Comparison: 4 similar vehicles

Aurora, CO

2007 Honda Civic LX

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

2007 Honda Civic LX

Commerce City, CO

Unscored
$2,999257,991 mi

Comparison: 7 similar vehicles

Commerce City, CO

2002 Mitsubishi Galant ES

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

2002 Mitsubishi Galant ES

Aurora, CO

UnscoredInsufficient · 0
$2,999184,181 mi

Aurora, CO

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Denver, CO

UnscoredInsufficient · 4
$2,999139,948 mi

Comparison: 4 similar vehicles

Denver, CO

2000 Honda Passport EX

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

2000 Honda Passport EX

Lakewood, CO

UnscoredInsufficient · 0
$2,999250,462 mi

Lakewood, CO

1997 Oldsmobile Silhouette

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

1997 Oldsmobile Silhouette

Aurora, CO

UnscoredInsufficient · 0
$2,999228,225 mi

Aurora, CO

2007 MINI Cooper S

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

2007 MINI Cooper S

Fort Collins, CO

UnscoredInsufficient · 0
$3,199137,997 mi

Fort Collins, CO

2012 Subaru Outback Limited

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

2012 Subaru Outback Limited

Denver, CO

Unscored
$3,250122,052 mi

Comparison: 5 similar vehicles

Denver, CO

2003 Nissan Xterra XE

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

2003 Nissan Xterra XE

Denver, CO

UnscoredInsufficient · 0
$3,250135,667 mi

Denver, 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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