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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

212 listings found

2003 Kia Sorento LX

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

2003 Kia Sorento LX

Parkland, WA

UnscoredInsufficient · 0
$1,700183,553 mi

Parkland, WA

2009 Ford Focus SE

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

2009 Ford Focus SE

Parkland, WA

Unscored
$1,800215,856 mi

Comparison: 7 similar vehicles

Parkland, WA

2005 Honda Odyssey Touring

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

2005 Honda Odyssey Touring

Parkland, WA

UnscoredInsufficient · 3
$1,900248,665 mi

Comparison: 3 similar vehicles

Parkland, WA

2008 Kia Spectra EX

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

2008 Kia Spectra EX

Parkland, WA

UnscoredInsufficient · 0
$1,999182,363 mi

Parkland, WA

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Parkland, WA

Unscored
$2,200194,358 mi

Comparison: 12 similar vehicles

Parkland, WA

2007 Nissan Murano S

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

2007 Nissan Murano S

Parkland, WA

Unscored
$2,200222,491 mi

Comparison: 5 similar vehicles

Parkland, WA

2003 Kia Spectra LS

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

2003 Kia Spectra LS

Parkland, WA

UnscoredInsufficient · 0
$2,200175,069 mi

Parkland, WA

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Parkland, WA

Unscored
$2,400204,245 mi

Comparison: 10 similar vehicles

Parkland, WA

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Parkland, WA

UnscoredInsufficient · 3
$2,400204,599 mi

Comparison: 3 similar vehicles

Parkland, WA

2008 Pontiac Grand Prix GP

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

2008 Pontiac Grand Prix GP

Parkland, WA

UnscoredInsufficient · 0
$2,400195,719 mi

Parkland, WA

2007 Chrysler PT Cruiser Base

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

2007 Chrysler PT Cruiser Base

Parkland, WA

UnscoredInsufficient · 3
$2,400121,949 mi

Comparison: 3 similar vehicles

Parkland, WA

2007 Scion tC Spec Package

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

2007 Scion tC Spec Package

Parkland, WA

UnscoredInsufficient · 0
$2,400244,087 mi

Parkland, WA

2006 Acura MDX Touring Package

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

2006 Acura MDX Touring Package

Parkland, WA

UnscoredInsufficient · 4
$2,400375,094 mi

Comparison: 4 similar vehicles

Parkland, WA

2003 Chevrolet Avalanche Base

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

2003 Chevrolet Avalanche Base

Parkland, WA

UnscoredInsufficient · 0
$2,400435,630 mi

Parkland, WA

2001 Volkswagen New Beetle GLS

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

2001 Volkswagen New Beetle GLS

Parkland, WA

UnscoredInsufficient · 0
$2,400176,183 mi

Parkland, WA

2001 Toyota Echo Base

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

2001 Toyota Echo Base

Parkland, WA

UnscoredInsufficient · 0
$2,400147,381 mi

Parkland, WA

2004 BMW X3 2.5i

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

2004 BMW X3 2.5i

Parkland, WA

UnscoredInsufficient · 3
$2,500164,992 mi

Comparison: 3 similar vehicles

Parkland, WA

2007 Ford Edge SEL

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

2007 Ford Edge SEL

Parkland, WA

UnscoredInsufficient · 0
$2,600200,735 mi

Parkland, WA

2005 Kia Sorento LX

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

2005 Kia Sorento LX

Parkland, WA

UnscoredInsufficient · 0
$2,600198,452 mi

Parkland, WA

2004 Subaru Outback Base

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

2004 Subaru Outback Base

Parkland, WA

UnscoredInsufficient · 0
$2,600168,272 mi

Parkland, WA

2004 Toyota Sienna CE

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

2004 Toyota Sienna CE

Parkland, WA

UnscoredInsufficient · 4
$2,600210,675 mi

Comparison: 4 similar vehicles

Parkland, WA

2001 Kia Optima LX

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

2001 Kia Optima LX

Parkland, WA

UnscoredInsufficient · 0
$2,600124,541 mi

Parkland, WA

2015 Nissan Versa Sedan S Plus

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

2015 Nissan Versa Sedan S Plus

Parkland, WA

UnscoredInsufficient · 0
$2,800121,211 mi

Parkland, WA

2014 Nissan Altima SV

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

2014 Nissan Altima SV

Parkland, WA

Unscored
$2,800160,000 mi

Comparison: 5 similar vehicles

Parkland, WA

2008 Nissan Altima S

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

2008 Nissan Altima S

Parkland, WA

UnscoredInsufficient · 4
$2,800215,347 mi

Comparison: 4 similar vehicles

Parkland, WA

2006 Lexus IS 250

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

2006 Lexus IS 250

Parkland, WA

UnscoredInsufficient · 3
$2,800230,585 mi

Comparison: 3 similar vehicles

Parkland, WA

2006 Audi A3 Base

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

2006 Audi A3 Base

Parkland, WA

UnscoredInsufficient · 3
$2,800160,047 mi

Comparison: 3 similar vehicles

Parkland, WA

2015 Kia Optima LX

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

2015 Kia Optima LX

Parkland, WA

UnscoredInsufficient · 4
$2,900207,265 mi

Comparison: 4 similar vehicles

Parkland, WA

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Parkland, WA

UnscoredInsufficient · 4
$2,900166,253 mi

Comparison: 4 similar vehicles

Parkland, WA

2010 Nissan Murano S

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

2010 Nissan Murano S

Parkland, WA

UnscoredInsufficient · 0
$2,900176,511 mi

Parkland, WA

2009 Honda Accord LX

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

2009 Honda Accord LX

Parkland, WA

UnscoredInsufficient · 4
$2,900229,942 mi

Comparison: 4 similar vehicles

Parkland, WA

2008 Ford F-150 XLT

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

2008 Ford F-150 XLT

Parkland, WA

UnscoredInsufficient · 4
$2,900239,626 mi

Comparison: 4 similar vehicles

Parkland, WA

2006 Volvo XC90 2.5T

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

2006 Volvo XC90 2.5T

Parkland, WA

UnscoredInsufficient · 0
$2,900179,381 mi

Parkland, WA

2004 BMW X3 2.5i

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

2004 BMW X3 2.5i

Parkland, WA

UnscoredInsufficient · 3
$2,900169,374 mi

Comparison: 3 similar vehicles

Parkland, WA

2011 Dodge Journey Mainstreet

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

2011 Dodge Journey Mainstreet

Parkland, WA

Salvage title
$2,999141,842 mi

Parkland, WA

2010 Kia Soul Exclaim

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

2010 Kia Soul Exclaim

Parkland, WA

Unscored
$2,999171,928 mi

Comparison: 7 similar vehicles

Parkland, WA

2014 Chrysler 200 LX

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

2014 Chrysler 200 LX

Parkland, WA

UnscoredInsufficient · 4
$3,200142,176 mi

Comparison: 4 similar vehicles

Parkland, WA

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Parkland, WA

Unscored
$3,200167,185 mi

Comparison: 6 similar vehicles

Parkland, WA

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Parkland, WA

UnscoredInsufficient · 3
$3,300161,911 mi

Comparison: 3 similar vehicles

Parkland, WA

2016 Dodge Dart SE

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

2016 Dodge Dart SE

Parkland, WA

Unscored
$3,400113,814 mi

Comparison: 8 similar vehicles

Parkland, WA

2016 Ford Escape SE

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

2016 Ford Escape SE

Parkland, WA

Unscored
$3,400200,975 mi

Comparison: 27 similar vehicles

Parkland, WA

2016 Kia Soul Base

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

2016 Kia Soul Base

Parkland, WA

Unscored
$3,400137,770 mi

Comparison: 19 similar vehicles

Parkland, WA

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Parkland, WA

Unscored
$3,400155,423 mi

Comparison: 10 similar vehicles

Parkland, WA

2014 Hyundai Accent GS

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

2014 Hyundai Accent GS

Parkland, WA

Salvage title
$3,40094,445 mi

Parkland, WA

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Parkland, WA

UnscoredInsufficient · 4
$3,400142,157 mi

Comparison: 4 similar vehicles

Parkland, WA

2011 Nissan Altima S

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

2011 Nissan Altima S

Parkland, WA

UnscoredInsufficient · 4
$3,400163,958 mi

Comparison: 4 similar vehicles

Parkland, WA

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Parkland, WA

Unscored
$3,400187,722 mi

Comparison: 8 similar vehicles

Parkland, WA

2011 Honda Pilot EX-L

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

2011 Honda Pilot EX-L

Parkland, WA

Unscored
$3,400286,611 mi

Comparison: 5 similar vehicles

Parkland, WA

2009 Mitsubishi Lancer ES

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

2009 Mitsubishi Lancer ES

Parkland, WA

UnscoredInsufficient · 0
$3,400131,979 mi

Parkland, WA

2008 Ford Fusion SE

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

2008 Ford Fusion SE

Parkland, WA

UnscoredInsufficient · 3
$3,400114,180 mi

Comparison: 3 similar vehicles

Parkland, WA

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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