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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 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

794 listings found

2003 Cadillac DeVille Base

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

2003 Cadillac DeVille Base

Yakima, WA

UnscoredInsufficient · 0
$2,988189,330 mi

Yakima, WA

2001 Volkswagen Jetta GLS

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

2001 Volkswagen Jetta GLS

Yakima, WA

UnscoredInsufficient · 0
$2,988227,025 mi

Yakima, WA

2003 Volkswagen Jetta GLS

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

2003 Volkswagen Jetta GLS

Yakima, WA

UnscoredInsufficient · 0
$2,995346,977 mi

Yakima, WA

2001 Honda Accord EX Leather

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

2001 Honda Accord EX Leather

Ellensburg, WA

UnscoredLimited · 6
$3,490220,366 mi

Comparison: 6 similar vehicles

Ellensburg, WA

2008 Hyundai Accent GLS

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

2008 Hyundai Accent GLS

Yakima, WA

UnscoredInsufficient · 0
$3,495149,042 mi

Yakima, WA

2006 Hyundai Elantra GLS

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

2006 Hyundai Elantra GLS

Yakima, WA

UnscoredInsufficient · 0
$3,495171,080 mi

Yakima, WA

2011 Ford Focus SE

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

2011 Ford Focus SE

Union Gap, WA

UnscoredLimited · 6
$3,695192,958 mi

Comparison: 6 similar vehicles

Union Gap, WA

2010 Hyundai Sonata GLS

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

2010 Hyundai Sonata GLS

Yakima, WA

UnscoredInsufficient · 0
$3,795174,513 mi

Yakima, WA

2008 Ford Focus SE

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

2008 Ford Focus SE

Yakima, WA

UnscoredLimited · 8
$3,799180,694 mi

Comparison: 8 similar vehicles

Yakima, WA

2010 Chevrolet Malibu LTZ

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

2010 Chevrolet Malibu LTZ

Union Gap, WA

UnscoredInsufficient · 0
$3,977243,967 mi

Union Gap, WA

2001 Toyota Camry XLE

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

2001 Toyota Camry XLE

Union Gap, WA

UnscoredInsufficient · 0
$3,977293,287 mi

Union Gap, WA

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Yakima, WA

UnscoredLimited · 17
$3,988218,613 mi

Comparison: 17 similar vehicles

Yakima, WA

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Yakima, WA

UnscoredLimited · 8
$3,988214,306 mi

Comparison: 8 similar vehicles

Yakima, WA

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Union Gap, WA

UnscoredLimited · 16
$3,995160,425 mi

Comparison: 16 similar vehicles

Union Gap, WA

2008 Chevrolet Malibu Classic LT

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

2008 Chevrolet Malibu Classic LT

Union Gap, WA

UnscoredInsufficient · 0
$3,995153,391 mi

Union Gap, WA

2008 Nissan Maxima SL

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

2008 Nissan Maxima SL

Yakima, WA

UnscoredInsufficient · 0
$3,995166,342 mi

Yakima, WA

2008 Hyundai Elantra SE

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

2008 Hyundai Elantra SE

Sunnyside, WA

UnscoredInsufficient · 0
$3,995197,348 mi

Sunnyside, WA

2007 Hyundai Sonata GLS

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

2007 Hyundai Sonata GLS

Yakima, WA

UnscoredInsufficient · 0
$3,995162,227 mi

Yakima, WA

2004 Chevrolet Impala Base

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

2004 Chevrolet Impala Base

Union Gap, WA

UnscoredInsufficient · 3
$3,995Mileage not verified

Comparison: 3 similar vehicles

Union Gap, WA

2007 Nissan Sentra 2.0 S

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

2007 Nissan Sentra 2.0 S

Sunnyside, WA

UnscoredInsufficient · 0
$4,295166,980 mi

Sunnyside, WA

2012 Chrysler 200 LX

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

2012 Chrysler 200 LX

Ellensburg, WA

UnscoredLimited · 7
$4,490128,122 mi

Comparison: 7 similar vehicles

Ellensburg, WA

2011 Volkswagen CC Sport

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

2011 Volkswagen CC Sport

Ellensburg, WA

UnscoredInsufficient · 3
$4,490144,393 mi

Comparison: 3 similar vehicles

Ellensburg, WA

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Sunnyside, WA

UnscoredLimited · 7
$4,495194,248 mi

Comparison: 7 similar vehicles

Sunnyside, WA

2013 Dodge Avenger SXT

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

2013 Dodge Avenger SXT

Union Gap, WA

UnscoredInsufficient · 3
$4,495141,533 mi

Comparison: 3 similar vehicles

Union Gap, WA

2011 Chevrolet Aveo 1LT

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

2011 Chevrolet Aveo 1LT

Yakima, WA

UnscoredInsufficient · 0
$4,495124,456 mi

Yakima, WA

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Union Gap, WA

UnscoredLimited · 7
$4,677142,986 mi

Comparison: 7 similar vehicles

Union Gap, WA

2008 Nissan Altima S

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

2008 Nissan Altima S

Union Gap, WA

UnscoredLimited · 10
$4,977192,694 mi

Comparison: 10 similar vehicles

Union Gap, WA

2011 Chrysler 200 Touring

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

2011 Chrysler 200 Touring

Yakima, WA

UnscoredInsufficient · 0
$4,988101,240 mi

Yakima, WA

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Yakima, WA

UnscoredLimited · 17
$4,988157,248 mi

Comparison: 17 similar vehicles

Yakima, WA

2010 Chevrolet Malibu LTZ

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

2010 Chevrolet Malibu LTZ

Yakima, WA

UnscoredInsufficient · 0
$4,988147,275 mi

Yakima, WA

2007 Honda Civic LX

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

2007 Honda Civic LX

Yakima, WA

UnscoredLimited · 10
$4,988202,657 mi

Comparison: 10 similar vehicles

Yakima, WA

2007 Mercury Milan Premier

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

2007 Mercury Milan Premier

Yakima, WA

UnscoredInsufficient · 0
$4,988103,945 mi

Yakima, WA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Yakima, WA

UnscoredModerate · 20
$4,990175,885 mi

Comparison: 20 similar vehicles

Yakima, WA

2010 Ford Fusion SEL

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

2010 Ford Fusion SEL

Yakima, WA

UnscoredLimited · 8
$4,990169,238 mi

Comparison: 8 similar vehicles

Yakima, WA

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Ellensburg, WA

UnscoredInsufficient · 4
$4,990122,542 mi

Comparison: 4 similar vehicles

Ellensburg, WA

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Union Gap, WA

UnscoredInsufficient · 4
$4,995151,345 mi

Comparison: 4 similar vehicles

Union Gap, WA

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Yakima, WA

UnscoredLimited · 16
$4,995175,396 mi

Comparison: 16 similar vehicles

Yakima, WA

2008 Chrysler Sebring LX

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

2008 Chrysler Sebring LX

Sunnyside, WA

UnscoredInsufficient · 0
$4,995120,520 mi

Sunnyside, WA

2007 Nissan Maxima SE

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

2007 Nissan Maxima SE

Yakima, WA

UnscoredInsufficient · 3
$4,995114,947 mi

Comparison: 3 similar vehicles

Yakima, WA

2007 Pontiac Grand Prix GP

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

2007 Pontiac Grand Prix GP

Union Gap, WA

UnscoredInsufficient · 0
$4,995Mileage not verified

Union Gap, WA

2005 Mazda MAZDA3 S

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

2005 Mazda MAZDA3 S

Yakima, WA

UnscoredLimited · 15
$4,995214,980 mi

Comparison: 15 similar vehicles

Yakima, WA

2012 Chevrolet Sonic 1LT

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

2012 Chevrolet Sonic 1LT

Ellensburg, WA

UnscoredInsufficient · 0
$4,999192,227 mi

Ellensburg, WA

2005 Subaru Legacy I

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

2005 Subaru Legacy I

Union Gap, WA

UnscoredInsufficient · 0
$4,999190,647 mi

Union Gap, WA

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Yakima, WA

UnscoredLimited · 19
$5,253139,501 mi

Comparison: 19 similar vehicles

Yakima, WA

2013 Hyundai Accent GLS

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

2013 Hyundai Accent GLS

Sunnyside, WA

UnscoredLimited · 7
$5,495142,270 mi

Comparison: 7 similar vehicles

Sunnyside, WA

2006 Chrysler 300 Touring

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

2006 Chrysler 300 Touring

Yakima, WA

UnscoredInsufficient · 0
$5,495127,222 mi

Yakima, WA

2009 Nissan Sentra S

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

2009 Nissan Sentra S

Yakima, WA

UnscoredInsufficient · 0
$5,49983,212 mi

Yakima, WA

2007 Pontiac G6 GTP

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

2007 Pontiac G6 GTP

Yakima, WA

UnscoredInsufficient · 0
$5,499128,114 mi

Yakima, WA

2012 Chrysler 200 LX

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

2012 Chrysler 200 LX

Union Gap, WA

UnscoredLimited · 7
$5,500156,825 mi

Comparison: 7 similar vehicles

Union Gap, WA

2007 Cadillac DTS Luxury I

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

2007 Cadillac DTS Luxury I

Yakima, WA

UnscoredInsufficient · 0
$5,599197,893 mi

Yakima, WA

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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