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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 8, 2026

7.3M+

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

607 listings found

2007 Saturn Aura XE

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

2007 Saturn Aura XE

Spanaway, WA

UnscoredInsufficient · 0
$1,700196,895 mi

Spanaway, WA

2008 Ford Expedition XLT

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

2008 Ford Expedition XLT

Spanaway, WA

UnscoredInsufficient · 0
$2,200227,967 mi

Spanaway, WA

1998 Honda Accord EX

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

1998 Honda Accord EX

Spanaway, WA

Unscored
$2,200223,871 mi

Comparison: 6 similar vehicles

Spanaway, WA

2001 Ford Explorer XLT

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

2001 Ford Explorer XLT

Spanaway, WA

UnscoredInsufficient · 0
$2,299180,583 mi

Spanaway, WA

1997 Volkswagen Jetta GLS

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

1997 Volkswagen Jetta GLS

Spanaway, WA

UnscoredInsufficient · 0
$2,499152,373 mi

Spanaway, WA

1997 Volkswagen Jetta GLS

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

1997 Volkswagen Jetta GLS

Spanaway, WA

UnscoredInsufficient · 0
$2,49958,778 mi

Spanaway, WA

2015 Volkswagen Passat Wolfsburg Edition

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

2015 Volkswagen Passat Wolfsburg Edition

Spanaway, WA

UnscoredInsufficient · 0
$2,699177,422 mi

Spanaway, WA

2015 Ford Escape SE

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

2015 Ford Escape SE

Spanaway, WA

Unscored
$2,700215,886 mi

Comparison: 12 similar vehicles

Spanaway, WA

2012 Ford Focus SE

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

2012 Ford Focus SE

Spanaway, WA

Unscored
$2,700152,382 mi

Comparison: 13 similar vehicles

Spanaway, WA

2007 Subaru Outback I

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

2007 Subaru Outback I

Spanaway, WA

Unscored
$2,700224,614 mi

Comparison: 6 similar vehicles

Spanaway, WA

2006 Scion tC Base

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

2006 Scion tC Base

Spanaway, WA

UnscoredInsufficient · 3
$2,700180,803 mi

Comparison: 3 similar vehicles

Spanaway, WA

2005 Honda Odyssey LX

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

2005 Honda Odyssey LX

Spanaway, WA

UnscoredInsufficient · 0
$2,700221,548 mi

Spanaway, WA

2005 Honda Odyssey Touring

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

2005 Honda Odyssey Touring

Spanaway, WA

UnscoredInsufficient · 0
$2,700221,537 mi

Spanaway, WA

2005 Lincoln Navigator Luxury

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

2005 Lincoln Navigator Luxury

Spanaway, WA

UnscoredInsufficient · 0
$2,799184,165 mi

Spanaway, WA

2004 Chrysler 300M Base

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

2004 Chrysler 300M Base

Spanaway, WA

UnscoredInsufficient · 0
$2,79992,768 mi

Spanaway, WA

2012 BMW 3 Series 328i

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

2012 BMW 3 Series 328i

Spanaway, WA

Unscored
$2,800137,000 mi

Comparison: 5 similar vehicles

Spanaway, WA

2009 Chevrolet Aveo5 1LS

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

2009 Chevrolet Aveo5 1LS

Spanaway, WA

Unscored
$2,999120,281 mi

Comparison: 7 similar vehicles

Spanaway, WA

2008 Ford Focus S

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

2008 Ford Focus S

Spanaway, WA

UnscoredInsufficient · 0
$2,999191,987 mi

Spanaway, WA

2005 Honda Pilot EX

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

2005 Honda Pilot EX

Spanaway, WA

Unscored
$2,999268,123 mi

Comparison: 7 similar vehicles

Spanaway, WA

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Spanaway, WA

Salvage title
$3,200138,690 mi

Spanaway, WA

2014 Chevrolet Captiva Sport LT

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

2014 Chevrolet Captiva Sport LT

Spanaway, WA

UnscoredInsufficient · 0
$3,200141,600 mi

Spanaway, WA

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Spanaway, WA

Unscored
$3,200185,765 mi

Comparison: 18 similar vehicles

Spanaway, WA

2009 Volkswagen Jetta SE

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

2009 Volkswagen Jetta SE

Spanaway, WA

Unscored
$3,200172,601 mi

Comparison: 9 similar vehicles

Spanaway, WA

2008 Land Rover LR2 HSE

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

2008 Land Rover LR2 HSE

Spanaway, WA

UnscoredInsufficient · 0
$3,200197,830 mi

Spanaway, WA

2003 Dodge Ram 1500 Pickup SLT

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

2003 Dodge Ram 1500 Pickup SLT

Spanaway, WA

UnscoredInsufficient · 4
$3,200177,000 mi

Comparison: 4 similar vehicles

Spanaway, WA

2006 Subaru Outback R L.L. Bean

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

2006 Subaru Outback R L.L. Bean

Spanaway, WA

UnscoredInsufficient · 0
$3,299177,000 mi

Spanaway, WA

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Spanaway, WA

Unscored
$3,455151,122 mi

Comparison: 8 similar vehicles

Spanaway, WA

2006 Mercedes-Benz E-Class E350

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

2006 Mercedes-Benz E-Class E350

Spanaway, WA

Unscored
$3,499113,585 mi

Comparison: 6 similar vehicles

Spanaway, WA

2004 Volkswagen New Beetle GLS

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

2004 Volkswagen New Beetle GLS

Spanaway, WA

UnscoredInsufficient · 0
$3,499145,000 mi

Spanaway, WA

2001 Subaru Outback

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

2001 Subaru Outback

Spanaway, WA

UnscoredInsufficient · 4
$3,499207,398 mi

Comparison: 4 similar vehicles

Spanaway, WA

1999 Acura CL L4

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

1999 Acura CL L4

Spanaway, WA

UnscoredInsufficient · 0
$3,499173,001 mi

Spanaway, WA

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Spanaway, WA

Unscored
$3,600173,416 mi

Comparison: 12 similar vehicles

Spanaway, WA

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Spanaway, WA

Unscored
$3,700158,258 mi

Comparison: 21 similar vehicles

Spanaway, WA

2012 Mazda MAZDA3 i Grand Touring

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

2012 Mazda MAZDA3 i Grand Touring

Spanaway, WA

Salvage title
$3,700137,526 mi

Spanaway, WA

2011 BMW X3 xDrive35i

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

2011 BMW X3 xDrive35i

Spanaway, WA

UnscoredInsufficient · 3
$3,700164,174 mi

Comparison: 3 similar vehicles

Spanaway, WA

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Spanaway, WA

Unscored
$3,700130,721 mi

Comparison: 22 similar vehicles

Spanaway, WA

2008 Lincoln MKX Base

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

2008 Lincoln MKX Base

Spanaway, WA

UnscoredInsufficient · 3
$3,700139,168 mi

Comparison: 3 similar vehicles

Spanaway, WA

2007 Hyundai Sonata LIMITED

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

2007 Hyundai Sonata LIMITED

Spanaway, WA

UnscoredInsufficient · 0
$3,769164,914 mi

Spanaway, WA

2004 Honda CR-V EX

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

2004 Honda CR-V EX

Spanaway, WA

Unscored
$3,777247,946 mi

Comparison: 5 similar vehicles

Spanaway, WA

2015 Kia Forte EX

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

2015 Kia Forte EX

Spanaway, WA

UnscoredInsufficient · 4
$3,799129,634 mi

Comparison: 4 similar vehicles

Spanaway, WA

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Spanaway, WA

Unscored
$3,799256,480 mi

Comparison: 6 similar vehicles

Spanaway, WA

2006 Chrysler 300 Base

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

2006 Chrysler 300 Base

Spanaway, WA

UnscoredInsufficient · 0
$3,799105,192 mi

Spanaway, WA

2003 Chrysler Town & Country LXI

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

2003 Chrysler Town & Country LXI

Spanaway, WA

UnscoredInsufficient · 0
$3,799152,840 mi

Spanaway, WA

2001 Mercedes-Benz S-Class S430

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

2001 Mercedes-Benz S-Class S430

Spanaway, WA

UnscoredInsufficient · 0
$3,799147,242 mi

Spanaway, WA

2014 Nissan Murano SL

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

2014 Nissan Murano SL

Spanaway, WA

UnscoredInsufficient · 4
$3,800167,000 mi

Comparison: 4 similar vehicles

Spanaway, WA

2012 Ford Econoline

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

2012 Ford Econoline

Spanaway, WA

UnscoredInsufficient · 0
$3,800157,192 mi

Spanaway, WA

2009 Subaru Outback 2.5i

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

2009 Subaru Outback 2.5i

Spanaway, WA

UnscoredInsufficient · 3
$3,900120,505 mi

Comparison: 3 similar vehicles

Spanaway, WA

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Spanaway, WA

Unscored
$3,999192,000 mi

Comparison: 24 similar vehicles

Spanaway, WA

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Spanaway, WA

Unscored
$3,999173,093 mi

Comparison: 7 similar vehicles

Spanaway, WA

2011 Chrysler 200 Limited

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

2011 Chrysler 200 Limited

Spanaway, WA

UnscoredInsufficient · 0
$3,999170,522 mi

Spanaway, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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