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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 20, 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

2,976 listings found

1998 Ford Expedition EDDIE BAUER

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

1998 Ford Expedition EDDIE BAUER

Centralia, WA

UnscoredInsufficient · 0
$3,222223,023 mi

Centralia, WA

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Olympia, WA

UnscoredInsufficient · 4
$3,400207,585 mi

Comparison: 4 similar vehicles

Olympia, WA

2006 Ford Explorer Eddie Bauer

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

2006 Ford Explorer Eddie Bauer

Olympia, WA

UnscoredInsufficient · 0
$3,400164,524 mi

Olympia, WA

2004 Porsche Cayenne S

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

2004 Porsche Cayenne S

Lacey, WA

UnscoredInsufficient · 0
$3,400222,211 mi

Lacey, WA

2005 Ford Explorer XLT

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

2005 Ford Explorer XLT

Shelton, WA

UnscoredInsufficient · 3
$3,500203,750 mi

Comparison: 3 similar vehicles

Shelton, WA

2004 Chevrolet Tahoe LS

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

2004 Chevrolet Tahoe LS

Shelton, WA

UnscoredLimited · 5
$3,995204,621 mi

Comparison: 5 similar vehicles

Shelton, WA

2005 Isuzu Ascender S

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

2005 Isuzu Ascender S

Chehalis, WA

UnscoredInsufficient · 0
$4,000196,259 mi

Chehalis, WA

2004 GMC Envoy SLT

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

2004 GMC Envoy SLT

Centralia, WA

UnscoredInsufficient · 0
$4,444208,631 mi

Centralia, WA

2001 Dodge Durango SLT

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

2001 Dodge Durango SLT

Centralia, WA

UnscoredInsufficient · 3
$4,444203,357 mi

Comparison: 3 similar vehicles

Centralia, WA

2006 Honda CR-V LX

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

2006 Honda CR-V LX

Olympia, WA

UnscoredInsufficient · 4
$4,600215,750 mi

Comparison: 4 similar vehicles

Olympia, WA

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Olympia, WA

UnscoredInsufficient · 3
$4,800186,721 mi

Comparison: 3 similar vehicles

Olympia, WA

2011 Volkswagen Tiguan S

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

2011 Volkswagen Tiguan S

Lacey, WA

UnscoredInsufficient · 4
$4,800152,950 mi

Comparison: 4 similar vehicles

Lacey, WA

2016 Jeep Compass Latitude

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

2016 Jeep Compass Latitude

Olympia, WA

UnscoredInsufficient · 4
$4,995164,651 mi

Comparison: 4 similar vehicles

Olympia, WA

2011 GMC Acadia SLT1

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

2011 GMC Acadia SLT1

Olympia, WA

UnscoredInsufficient · 3
$4,995172,281 mi

Comparison: 3 similar vehicles

Olympia, WA

2010 Volkswagen Touareg VR6

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

2010 Volkswagen Touareg VR6

Olympia, WA

UnscoredInsufficient · 0
$4,995126,061 mi

Olympia, WA

2007 Ford Escape Hybrid

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

2007 Ford Escape Hybrid

Centralia, WA

UnscoredInsufficient · 0
$4,999141,885 mi

Centralia, WA

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Shelton, WA

UnscoredInsufficient · 3
$5,000160,079 mi

Comparison: 3 similar vehicles

Shelton, WA

2004 Ford Expedition XLT

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

2004 Ford Expedition XLT

Chehalis, WA

UnscoredInsufficient · 3
$5,000149,372 mi

Comparison: 3 similar vehicles

Chehalis, WA

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Olympia, WA

UnscoredLimited · 5
$5,200149,394 mi

Comparison: 5 similar vehicles

Olympia, WA

2013 Ford Edge SE

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

2013 Ford Edge SE

Lacey, WA

UnscoredInsufficient · 0
$5,400163,465 mi

Lacey, WA

2013 Mercedes-Benz GLK-Class GLK350

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

2013 Mercedes-Benz GLK-Class GLK350

Olympia, WA

UnscoredInsufficient · 3
$5,400160,691 mi

Comparison: 3 similar vehicles

Olympia, WA

2010 Hyundai Tucson GLS

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

2010 Hyundai Tucson GLS

Lacey, WA

UnscoredInsufficient · 0
$5,400169,796 mi

Lacey, WA

2005 Cadillac SRX Base

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

2005 Cadillac SRX Base

Lacey, WA

UnscoredInsufficient · 0
$5,400129,119 mi

Lacey, WA

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

Olympia, WA

UnscoredInsufficient · 4
$5,499212,534 mi

Comparison: 4 similar vehicles

Olympia, WA

2004 Nissan Pathfinder SE

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

2004 Nissan Pathfinder SE

Olympia, WA

UnscoredInsufficient · 0
$5,499202,626 mi

Olympia, WA

2008 Ford Escape Limited

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

2008 Ford Escape Limited

Centralia, WA

UnscoredLimited · 8
$5,555166,341 mi

Comparison: 8 similar vehicles

Centralia, WA

2006 Cadillac Escalade ESV Base

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

2006 Cadillac Escalade ESV Base

Centralia, WA

UnscoredInsufficient · 0
$5,555228,742 mi

Centralia, WA

2011 Jeep Compass Latitude

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

2011 Jeep Compass Latitude

Olympia, WA

UnscoredInsufficient · 3
$5,599157,523 mi

Comparison: 3 similar vehicles

Olympia, WA

1999 Mercedes-Benz M-Class ML320

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

1999 Mercedes-Benz M-Class ML320

Centralia, WA

UnscoredInsufficient · 0
$5,599169,896 mi

Centralia, WA

2009 Ford Expedition XLT

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

2009 Ford Expedition XLT

Lacey, WA

UnscoredInsufficient · 0
$5,800212,068 mi

Lacey, WA

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Aberdeen, WA

UnscoredModerate · 42
$5,888177,869 mi

Comparison: 42 similar vehicles

Aberdeen, WA

2011 Ford Flex Limited

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

2011 Ford Flex Limited

Rochester, WA

Salvage title
$5,947179,315 mi

Rochester, WA

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Centralia, WA

UnscoredLimited · 13
$5,995138,755 mi

Comparison: 13 similar vehicles

Centralia, WA

2003 Toyota Highlander Limited

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

2003 Toyota Highlander Limited

Olympia, WA

UnscoredInsufficient · 4
$5,995180,992 mi

Comparison: 4 similar vehicles

Olympia, WA

2017 Mitsubishi Outlander SE

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

2017 Mitsubishi Outlander SE

Olympia, WA

UnscoredInsufficient · 3
$5,999187,960 mi

Comparison: 3 similar vehicles

Olympia, WA

2010 Ford Expedition XLT

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

2010 Ford Expedition XLT

Centralia, WA

UnscoredInsufficient · 0
$5,999174,095 mi

Centralia, WA

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

Olympia, WA

UnscoredLimited · 5
$6,000190,296 mi

Comparison: 5 similar vehicles

Olympia, WA

2014 Volkswagen Tiguan S

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

2014 Volkswagen Tiguan S

Chehalis, WA

UnscoredInsufficient · 4
$6,121167,688 mi

Comparison: 4 similar vehicles

Chehalis, WA

2009 Chevrolet Suburban LTZ

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

2009 Chevrolet Suburban LTZ

Montesano, WA

UnscoredInsufficient · 0
$6,177285,825 mi

Montesano, WA

2012 Kia Sportage LX

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

2012 Kia Sportage LX

Lacey, WA

UnscoredLimited · 6
$6,200135,169 mi

Comparison: 6 similar vehicles

Lacey, WA

2015 Jeep Cherokee Sport

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

2015 Jeep Cherokee Sport

Olympia, WA

UnscoredLimited · 15
$6,400141,734 mi

Comparison: 15 similar vehicles

Olympia, WA

2011 Ford Flex SEL

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

2011 Ford Flex SEL

Centralia, WA

UnscoredInsufficient · 0
$6,444225,976 mi

Centralia, WA

2004 Nissan Murano SL 2WD

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

2004 Nissan Murano SL 2WD

Chehalis, WA

UnscoredInsufficient · 0
$6,50099,408 mi

Chehalis, WA

2014 Ford Escape S

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

2014 Ford Escape S

Olympia, WA

UnscoredInsufficient · 0
$6,599122,600 mi

Olympia, WA

2008 Lexus RX 400h

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

2008 Lexus RX 400h

Olympia, WA

UnscoredLimited · 5
$6,698241,083 mi

Comparison: 5 similar vehicles

Olympia, WA

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Lacey, WA

UnscoredInsufficient · 4
$6,800172,805 mi

Comparison: 4 similar vehicles

Lacey, WA

2018 Kia Sorento L

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

2018 Kia Sorento L

Olympia, WA

UnscoredInsufficient · 0
$6,800138,720 mi

Olympia, WA

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Lacey, WA

UnscoredInsufficient · 3
$6,800133,936 mi

Comparison: 3 similar vehicles

Lacey, WA

2014 Volkswagen Tiguan S

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

2014 Volkswagen Tiguan S

Lacey, WA

UnscoredLimited · 5
$6,80089,800 mi

Comparison: 5 similar vehicles

Lacey, WA

2009 Toyota Venza Base

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

2009 Toyota Venza Base

Olympia, WA

UnscoredInsufficient · 3
$6,800176,777 mi

Comparison: 3 similar vehicles

Olympia, 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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