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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 14, 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

9,185 listings found

2007 Hyundai Entourage Limited

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

2007 Hyundai Entourage Limited

Oak Harbor, WA

UnscoredInsufficient · 0
$2,195203,279 mi

Oak Harbor, WA

2001 Honda CR-V EX

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

2001 Honda CR-V EX

Bellingham, WA

UnscoredInsufficient · 0
$2,900269,500 mi

Bellingham, WA

2005 Mazda MAZDA3 S

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

2005 Mazda MAZDA3 S

Sedro-Woolley, WA

UnscoredInsufficient · 0
$2,950193,085 mi

Sedro-Woolley, WA

2005 Nissan Sentra 1.8

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

2005 Nissan Sentra 1.8

Burlington, WA

UnscoredInsufficient · 0
$2,969302,000 mi

Burlington, WA

2005 Nissan Xterra S

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

2005 Nissan Xterra S

Ferndale, WA

UnscoredInsufficient · 0
$2,995199,500 mi

Ferndale, WA

2005 Kia Sorento EX

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

2005 Kia Sorento EX

Sedro-Woolley, WA

Unscored
$2,999223,599 mi

Comparison: 16 similar vehicles

Sedro-Woolley, WA

2005 Dodge Durango SLT

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

2005 Dodge Durango SLT

Marysville, WA

UnscoredInsufficient · 0
$3,200Mileage not verified

Marysville, WA

2006 Subaru Forester X

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

2006 Subaru Forester X

Burlington, WA

Unscored
$3,250Mileage not verified

Comparison: 6 similar vehicles

Burlington, WA

2000 Jeep Grand Cherokee LIMITED

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

2000 Jeep Grand Cherokee LIMITED

Sedro-Woolley, WA

UnscoredInsufficient · 0
$3,250291,101 mi

Sedro-Woolley, WA

2001 Acura MDX Touring Package

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

2001 Acura MDX Touring Package

Sedro-Woolley, WA

UnscoredInsufficient · 0
$3,450370,328 mi

Sedro-Woolley, WA

2006 BMW 3 Series 325i

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

2006 BMW 3 Series 325i

Ferndale, WA

UnscoredInsufficient · 4
$3,495105,000 mi

Comparison: 4 similar vehicles

Ferndale, WA

2003 Chevrolet Suburban LS

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

2003 Chevrolet Suburban LS

Bellingham, WA

UnscoredInsufficient · 0
$3,500294,879 mi

Bellingham, WA

2003 Volkswagen Jetta GLS

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

2003 Volkswagen Jetta GLS

Burlington, WA

UnscoredInsufficient · 0
$3,500Mileage not verified

Burlington, WA

2002 Ford Focus SE comfort

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

2002 Ford Focus SE comfort

Burlington, WA

UnscoredInsufficient · 0
$3,500Mileage not verified

Burlington, WA

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

Sedro-Woolley, WA

UnscoredInsufficient · 0
$3,795190,570 mi

Sedro-Woolley, WA

2009 Nissan cube SL

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

2009 Nissan cube SL

Burlington, WA

UnscoredInsufficient · 0
$3,850Mileage not verified

Burlington, WA

2008 Mazda MAZDA3 i

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

2008 Mazda MAZDA3 i

Burlington, WA

UnscoredInsufficient · 0
$3,850Mileage not verified

Burlington, WA

2011 Kia Sorento SX

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

2011 Kia Sorento SX

Bellingham, WA

UnscoredInsufficient · 0
$3,890209,880 mi

Bellingham, WA

2011 Volvo XC60 3.2

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

2011 Volvo XC60 3.2

Bellingham, WA

UnscoredInsufficient · 0
$3,890197,712 mi

Bellingham, WA

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Mount Vernon, WA

UnscoredInsufficient · 0
$3,899251,199 mi

Mount Vernon, WA

2007 Nissan Maxima SE

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

2007 Nissan Maxima SE

Bellingham, WA

UnscoredInsufficient · 0
$3,900156,800 mi

Bellingham, WA

2006 Scion xA Base

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

2006 Scion xA Base

Bellingham, WA

Unscored
$3,900128,000 mi

Comparison: 6 similar vehicles

Bellingham, 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

Bellingham, WA

Unscored
$3,900199,000 mi

Comparison: 7 similar vehicles

Bellingham, WA

2008 Chrysler Sebring Touring

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

2008 Chrysler Sebring Touring

Sedro-Woolley, WA

UnscoredInsufficient · 0
$3,950157,945 mi

Sedro-Woolley, WA

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Mount Vernon, WA

UnscoredInsufficient · 0
$3,950174,304 mi

Mount Vernon, WA

2006 Ford Escape XLS

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

2006 Ford Escape XLS

Sedro-Woolley, WA

UnscoredInsufficient · 0
$3,950184,009 mi

Sedro-Woolley, WA

2000 Toyota Camry LE

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

2000 Toyota Camry LE

Burlington, WA

Unscored
$3,970207,000 mi

Comparison: 5 similar vehicles

Burlington, WA

2006 Volkswagen Jetta Value Edition

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

2006 Volkswagen Jetta Value Edition

Bellingham, WA

UnscoredInsufficient · 0
$3,980158,336 mi

Bellingham, WA

2003 Ford Explorer XLT

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

2003 Ford Explorer XLT

Marysville, WA

UnscoredInsufficient · 3
$3,991166,801 mi

Comparison: 3 similar vehicles

Marysville, WA

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Ferndale, WA

Unscored
$3,995112,000 mi

Comparison: 5 similar vehicles

Ferndale, WA

No Photo

2012 Ford Focus SE

Friday Harbor, WA

Unscored
$3,995196,587 mi

Comparison: 23 similar vehicles

Friday Harbor, WA

2011 Hyundai Santa Fe Limited

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

2011 Hyundai Santa Fe Limited

Sedro-Woolley, WA

UnscoredInsufficient · 0
$3,995121,411 mi

Sedro-Woolley, WA

2009 Volvo S60 2.5T

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

2009 Volvo S60 2.5T

Sedro-Woolley, WA

UnscoredInsufficient · 0
$3,995175,842 mi

Sedro-Woolley, WA

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Ferndale, WA

UnscoredInsufficient · 0
$3,995224,000 mi

Ferndale, WA

2007 Dodge Caliber R/T

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

2007 Dodge Caliber R/T

Ferndale, WA

UnscoredInsufficient · 0
$3,995117,500 mi

Ferndale, WA

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Sedro-Woolley, WA

Unscored
$3,995234,848 mi

Comparison: 12 similar vehicles

Sedro-Woolley, WA

2002 Mazda Protege

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

2002 Mazda Protege

Sedro-Woolley, WA

UnscoredInsufficient · 0
$3,995207,031 mi

Sedro-Woolley, WA

2007 Ford Fusion SEL

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

2007 Ford Fusion SEL

Sedro-Woolley, WA

UnscoredInsufficient · 0
$3,999169,637 mi

Sedro-Woolley, WA

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Everett, WA

UnscoredInsufficient · 0
$3,999176,553 mi

Everett, WA

2003 Ford Focus SE

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

2003 Ford Focus SE

Port Townsend, WA

UnscoredInsufficient · 0
$3,999128,536 mi

Port Townsend, WA

2003 Mazda Protege DX

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

2003 Mazda Protege DX

Port Townsend, WA

UnscoredInsufficient · 0
$3,999133,084 mi

Port Townsend, WA

2002 Mitsubishi Lancer ES

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

2002 Mitsubishi Lancer ES

Burlington, WA

UnscoredInsufficient · 0
$3,999Mileage not verified

Burlington, WA

2011 Ford Flex Limited

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

2011 Ford Flex Limited

Arlington, WA

Unscored
$4,000153,058 mi

Comparison: 9 similar vehicles

Arlington, WA

2011 Subaru Forester X Limited

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

2011 Subaru Forester X Limited

Arlington, WA

Unscored
$4,000210,926 mi

Comparison: 8 similar vehicles

Arlington, WA

2009 Hyundai Accent GS

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

2009 Hyundai Accent GS

Arlington, WA

UnscoredInsufficient · 4
$4,00093,316 mi

Comparison: 4 similar vehicles

Arlington, WA

2005 Ford F-150 Lariat

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

2005 Ford F-150 Lariat

Arlington, WA

UnscoredInsufficient · 0
$4,000214,452 mi

Arlington, WA

2003 Chrysler PT Cruiser GT

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

2003 Chrysler PT Cruiser GT

Arlington, WA

UnscoredInsufficient · 0
$4,00058,065 mi

Arlington, 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

Burlington, WA

UnscoredInsufficient · 0
$4,070186,440 mi

Burlington, WA

2008 Nissan Xterra S

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

2008 Nissan Xterra S

Burlington, WA

UnscoredInsufficient · 0
$4,195206,588 mi

Burlington, WA

2013 Nissan Versa Sedan SV

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

2013 Nissan Versa Sedan SV

Sedro-Woolley, WA

UnscoredInsufficient · 3
$4,250190,162 mi

Comparison: 3 similar vehicles

Sedro-Woolley, 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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