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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 6, 2026

7.1M+

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

2,397 listings found

2006 Kia Spectra 5

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

2006 Kia Spectra 5

Kennewick, WA

UnscoredInsufficient · 0
$2,195226,465 mi

Kennewick, WA

2002 Toyota Rav4 Base

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

2002 Toyota Rav4 Base

Kennewick, WA

UnscoredInsufficient · 3
$2,495248,033 mi

Comparison: 3 similar vehicles

Kennewick, WA

2007 Mazda MAZDA6 i

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

2007 Mazda MAZDA6 i

Kennewick, WA

UnscoredInsufficient · 0
$2,600261,519 mi

Kennewick, WA

2012 Ford Focus Titanium

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

2012 Ford Focus Titanium

Kennewick, WA

UnscoredInsufficient · 0
$2,700182,983 mi

Kennewick, WA

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Kennewick, WA

UnscoredInsufficient · 3
$2,700181,828 mi

Comparison: 3 similar vehicles

Kennewick, WA

2007 Kia Rondo LX

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

2007 Kia Rondo LX

Kennewick, WA

UnscoredInsufficient · 0
$2,995275,000 mi

Kennewick, WA

2003 Hyundai Elantra GLS

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

2003 Hyundai Elantra GLS

Kennewick, WA

Unscored
$2,995217,000 mi

Comparison: 7 similar vehicles

Kennewick, WA

2002 Mercedes-Benz M-Class ML 320

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

2002 Mercedes-Benz M-Class ML 320

Kennewick, WA

UnscoredInsufficient · 0
$2,995211,771 mi

Kennewick, WA

2002 Honda Civic LX

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

2002 Honda Civic LX

Kennewick, WA

UnscoredInsufficient · 0
$2,995267,295 mi

Kennewick, WA

2012 Nissan Altima S

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

2012 Nissan Altima S

Kennewick, WA

Unscored
$3,950249,732 mi

Comparison: 19 similar vehicles

Kennewick, WA

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Kennewick, WA

Unscored
$3,990250,590 mi

Comparison: 11 similar vehicles

Kennewick, WA

2011 Chevrolet HHR LS

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

2011 Chevrolet HHR LS

Kennewick, WA

UnscoredInsufficient · 0
$3,995173,234 mi

Kennewick, WA

2010 Kia Forte Koup EX

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

2010 Kia Forte Koup EX

Kennewick, WA

UnscoredInsufficient · 0
$3,995292,639 mi

Kennewick, WA

2004 Cadillac DeVille Base

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

2004 Cadillac DeVille Base

Kennewick, WA

UnscoredInsufficient · 0
$3,995126,328 mi

Kennewick, WA

2013 FIAT 500 Sport

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

2013 FIAT 500 Sport

Kennewick, WA

UnscoredInsufficient · 0
$4,295136,800 mi

Kennewick, WA

2009 Cadillac Escalade Base

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

2009 Cadillac Escalade Base

Kennewick, WA

UnscoredInsufficient · 0
$4,589206,526 mi

Kennewick, WA

2011 Toyota Corolla S

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

2011 Toyota Corolla S

Kennewick, WA

UnscoredInsufficient · 4
$4,990238,893 mi

Comparison: 4 similar vehicles

Kennewick, WA

2008 Honda Accord EX-L V6

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

2008 Honda Accord EX-L V6

Kennewick, WA

Unscored
$4,990230,786 mi

Comparison: 9 similar vehicles

Kennewick, WA

2007 Acura TSX Base

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

2007 Acura TSX Base

Kennewick, WA

UnscoredInsufficient · 0
$4,990219,513 mi

Kennewick, WA

2005 Chevrolet Suburban LS

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

2005 Chevrolet Suburban LS

Kennewick, WA

Unscored
$4,990158,604 mi

Comparison: 6 similar vehicles

Kennewick, WA

2002 Mazda Tribute LX

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

2002 Mazda Tribute LX

Kennewick, WA

UnscoredInsufficient · 0
$4,990156,716 mi

Kennewick, WA

2016 Kia Optima EX

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

2016 Kia Optima EX

Kennewick, WA

UnscoredInsufficient · 0
$4,995185,987 mi

Kennewick, WA

2009 Lincoln MKS V6

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

2009 Lincoln MKS V6

Kennewick, WA

UnscoredInsufficient · 0
$4,995159,675 mi

Kennewick, WA

2004 Jeep Grand Cherokee Laredo

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

2004 Jeep Grand Cherokee Laredo

Kennewick, WA

Unscored
$4,995157,094 mi

Comparison: 5 similar vehicles

Kennewick, 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

Kennewick, WA

UnscoredInsufficient · 0
$4,995136,525 mi

Kennewick, WA

2002 Ford Taurus SES

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

2002 Ford Taurus SES

Kennewick, WA

UnscoredInsufficient · 0
$4,995161,266 mi

Kennewick, WA

2000 Subaru Outback LIMITED

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

2000 Subaru Outback LIMITED

Kennewick, WA

UnscoredInsufficient · 0
$4,995150,833 mi

Kennewick, WA

2010 Subaru Forester X Premium Package

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

2010 Subaru Forester X Premium Package

Kennewick, WA

Salvage title
$4,999196,528 mi

Kennewick, WA

1999 Subaru Legacy

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

1999 Subaru Legacy

Kennewick, WA

UnscoredInsufficient · 0
$4,99958,282 mi

Kennewick, WA

2013 GMC Terrain SLE-1

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

2013 GMC Terrain SLE-1

Kennewick, WA

UnscoredInsufficient · 0
$5,195191,662 mi

Kennewick, WA

2016 Honda HR-V EX-L

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

2016 Honda HR-V EX-L

Kennewick, WA

Salvage title
$5,198109,427 mi

Kennewick, WA

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Kennewick, WA

Unscored
$5,198194,466 mi

Comparison: 5 similar vehicles

Kennewick, WA

2013 Dodge Charger SXT

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

2013 Dodge Charger SXT

Kennewick, WA

UnscoredInsufficient · 0
$5,198198,742 mi

Kennewick, WA

2000 Chevrolet Silverado LT

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

2000 Chevrolet Silverado LT

Kennewick, WA

UnscoredInsufficient · 0
$5,198176,856 mi

Kennewick, WA

2008 Mazda Tribute i Touring

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

2008 Mazda Tribute i Touring

Kennewick, WA

UnscoredInsufficient · 0
$5,500127,945 mi

Kennewick, WA

2011 Chevrolet Traverse 2LT

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

2011 Chevrolet Traverse 2LT

Kennewick, WA

UnscoredInsufficient · 4
$5,865180,000 mi

Comparison: 4 similar vehicles

Kennewick, WA

2013 Chevrolet Spark 1LT

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

2013 Chevrolet Spark 1LT

Kennewick, WA

UnscoredInsufficient · 4
$5,875100,074 mi

Comparison: 4 similar vehicles

Kennewick, WA

2016 Dodge Dart SE

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

2016 Dodge Dart SE

Kennewick, WA

Unscored
$5,950101,505 mi

Comparison: 9 similar vehicles

Kennewick, WA

2016 Nissan LEAF S

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

2016 Nissan LEAF S

Kennewick, WA

UnscoredInsufficient · 0
$5,99079,217 mi

Kennewick, WA

2013 Chevrolet Sonic LTZ

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

2013 Chevrolet Sonic LTZ

Kennewick, WA

UnscoredInsufficient · 0
$5,99098,325 mi

Kennewick, WA

2013 Hyundai Accent GLS

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

2013 Hyundai Accent GLS

Kennewick, WA

Unscored
$5,990128,446 mi

Comparison: 8 similar vehicles

Kennewick, WA

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Kennewick, WA

Unscored
$5,990141,384 mi

Comparison: 9 similar vehicles

Kennewick, WA

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Kennewick, WA

Unscored
$5,990152,369 mi

Comparison: 30 similar vehicles

Kennewick, WA

2012 smart fortwo passion

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

2012 smart fortwo passion

Kennewick, WA

UnscoredInsufficient · 0
$5,99087,648 mi

Kennewick, WA

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Kennewick, WA

UnscoredInsufficient · 3
$5,99076,144 mi

Comparison: 3 similar vehicles

Kennewick, WA

2010 Mazda MAZDA3 s Sport

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

2010 Mazda MAZDA3 s Sport

Kennewick, WA

Unscored
$5,990170,443 mi

Comparison: 7 similar vehicles

Kennewick, 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

Kennewick, WA

Unscored
$5,990175,276 mi

Comparison: 20 similar vehicles

Kennewick, 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

Kennewick, WA

UnscoredInsufficient · 0
$5,990159,371 mi

Kennewick, WA

2013 Chevrolet Cruze LTZ

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

2013 Chevrolet Cruze LTZ

Kennewick, WA

UnscoredInsufficient · 0
$5,995209,495 mi

Kennewick, WA

2009 Subaru Legacy I Limited

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

2009 Subaru Legacy I Limited

Kennewick, WA

UnscoredInsufficient · 0
$5,995122,908 mi

Kennewick, 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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