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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

1,689 listings found

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

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: 5 similar vehicles

Burlington, 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

1994 Mazda B2300

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

1994 Mazda B2300

Burlington, WA

UnscoredInsufficient · 0
$3,770187,152 mi

Burlington, 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

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

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

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

2010 Subaru Legacy I Premium

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

2010 Subaru Legacy I Premium

Burlington, WA

UnscoredInsufficient · 4
$4,470292,000 mi

Comparison: 4 similar vehicles

Burlington, WA

2005 Kia Sedona EX

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

2005 Kia Sedona EX

Burlington, WA

UnscoredInsufficient · 0
$4,470176,000 mi

Burlington, WA

2003 Chrysler PT Cruiser Base

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

2003 Chrysler PT Cruiser Base

Burlington, WA

UnscoredInsufficient · 0
$4,470122,000 mi

Burlington, WA

2001 Ford F-150 King Ranch

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

2001 Ford F-150 King Ranch

Burlington, WA

UnscoredInsufficient · 0
$4,850Mileage not verified

Burlington, WA

2014 Chevrolet Traverse LS

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

2014 Chevrolet Traverse LS

Burlington, WA

UnscoredInsufficient · 0
$4,950Mileage not verified

Burlington, WA

2007 Subaru Forester 2.5 X Premium Package

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

2007 Subaru Forester 2.5 X Premium Package

Burlington, WA

UnscoredInsufficient · 0
$4,950Mileage not verified

Burlington, WA

1998 Ford Expedition

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

1998 Ford Expedition

Burlington, WA

UnscoredInsufficient · 0
$4,995Mileage not verified

Burlington, WA

2011 Mitsubishi Endeavor SE

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

2011 Mitsubishi Endeavor SE

Burlington, WA

UnscoredInsufficient · 0
$4,999Mileage not verified

Burlington, WA

2008 Cadillac Escalade ESV Base

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

2008 Cadillac Escalade ESV Base

Burlington, WA

UnscoredInsufficient · 0
$4,999Mileage not verified

Burlington, WA

2006 Toyota Highlander Limited Hybrid

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

2006 Toyota Highlander Limited Hybrid

Burlington, WA

Unscored
$5,250Mileage not verified

Comparison: 5 similar vehicles

Burlington, WA

2006 Jeep Liberty Limited

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

2006 Jeep Liberty Limited

Burlington, WA

UnscoredInsufficient · 0
$5,370206,402 mi

Burlington, WA

2007 Honda Civic EX

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

2007 Honda Civic EX

Burlington, WA

Unscored
$5,469157,357 mi

Comparison: 10 similar vehicles

Burlington, WA

2008 Chrysler Sebring LX

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

2008 Chrysler Sebring LX

Burlington, WA

UnscoredInsufficient · 0
$5,470145,000 mi

Burlington, WA

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Burlington, WA

UnscoredInsufficient · 0
$5,470202,283 mi

Burlington, WA

2007 Ford Taurus SE

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

2007 Ford Taurus SE

Burlington, WA

UnscoredInsufficient · 0
$5,47076,000 mi

Burlington, WA

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Burlington, WA

Unscored
$5,470225,256 mi

Comparison: 8 similar vehicles

Burlington, 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

Burlington, WA

Unscored
$5,470201,827 mi

Comparison: 7 similar vehicles

Burlington, WA

2005 Ford Focus ZX4 SE

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

2005 Ford Focus ZX4 SE

Burlington, WA

UnscoredInsufficient · 0
$5,700112,008 mi

Burlington, WA

2004 Honda CR-V LX

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

2004 Honda CR-V LX

Burlington, WA

UnscoredInsufficient · 0
$5,770212,942 mi

Burlington, WA

2006 Toyota Camry Standard

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

2006 Toyota Camry Standard

Burlington, WA

UnscoredInsufficient · 0
$5,850Mileage not verified

Burlington, WA

2011 Kia Optima LX

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

2011 Kia Optima LX

Burlington, WA

Unscored
$5,997143,995 mi

Comparison: 6 similar vehicles

Burlington, WA

2004 Toyota Highlander Base

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

2004 Toyota Highlander Base

Burlington, WA

UnscoredInsufficient · 4
$5,999Mileage not verified

Comparison: 4 similar vehicles

Burlington, WA

2010 Mazda MAZDA6 i Sport

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

2010 Mazda MAZDA6 i Sport

Burlington, WA

UnscoredInsufficient · 0
$6,470147,000 mi

Burlington, WA

2008 Subaru Outback Base

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

2008 Subaru Outback Base

Burlington, WA

UnscoredInsufficient · 0
$6,470176,633 mi

Burlington, WA

2006 Dodge Durango SLT

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

2006 Dodge Durango SLT

Burlington, WA

UnscoredInsufficient · 0
$6,470201,856 mi

Burlington, WA

2005 Kia Sorento EX

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

2005 Kia Sorento EX

Burlington, WA

Fair PriceLimited · 16
$6,470100,000 mi

Market: $2,771 – $9,488

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Burlington, WA

1995 Jeep Wrangler / YJ

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

1995 Jeep Wrangler / YJ

Burlington, WA

UnscoredInsufficient · 0
$6,470149,325 mi

Burlington, WA

1990 Jeep Wrangler / YJ

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

1990 Jeep Wrangler / YJ

Burlington, WA

UnscoredInsufficient · 0
$6,470255,332 mi

Burlington, WA

2016 Kia Soul Base

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

2016 Kia Soul Base

Burlington, WA

Fair PriceModerate · 23
$6,997118,735 mi

Market: $3,400 – $11,998

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Burlington, WA

2015 Nissan LEAF S

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

2015 Nissan LEAF S

Burlington, WA

UnscoredInsufficient · 4
$7,18062,053 mi

Comparison: 4 similar vehicles

Burlington, WA

2016 Ford Focus SE

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

2016 Ford Focus SE

Burlington, WA

Unscored
$7,195139,395 mi

Comparison: 14 similar vehicles

Burlington, WA

2007 Ford F-150 XL

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

2007 Ford F-150 XL

Burlington, WA

UnscoredInsufficient · 0
$7,470160,000 mi

Burlington, 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

Burlington, WA

UnscoredInsufficient · 3
$8,150201,369 mi

Comparison: 3 similar vehicles

Burlington, WA

2013 Ford Fiesta Titanium

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

2013 Ford Fiesta Titanium

Burlington, WA

UnscoredInsufficient · 0
$8,19596,649 mi

Burlington, WA

2008 Honda CR-V EX

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

2008 Honda CR-V EX

Burlington, WA

UnscoredInsufficient · 4
$8,470166,881 mi

Comparison: 4 similar vehicles

Burlington, WA

2007 GMC Yukon Denali

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

2007 GMC Yukon Denali

Burlington, WA

Unscored
$8,470157,000 mi

Comparison: 11 similar vehicles

Burlington, WA

2017 Volkswagen Jetta GLI

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

2017 Volkswagen Jetta GLI

Burlington, WA

Salvage title
$9,19596,153 mi

Burlington, WA

2016 Volvo XC60 T5 Platinum

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

2016 Volvo XC60 T5 Platinum

Burlington, WA

UnscoredInsufficient · 0
$9,198167,659 mi

Burlington, WA

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Burlington, WA

Unscored
$9,999117,341 mi

Comparison: 5 similar vehicles

Burlington, 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 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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