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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 27, 2026

6.1M+

Unique vehicles analyzed

as of October 27, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

3,019 listings found

2008 Volkswagen Jetta SE

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

2008 Volkswagen Jetta SE

Yonkers, NY

UnscoredInsufficient · 3
$1,900134,797 mi

Comparison: 3 similar vehicles

Yonkers, NY

2005 Chrysler Pacifica Touring

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

2005 Chrysler Pacifica Touring

Yonkers, NY

UnscoredInsufficient · 0
$1,995Mileage not verified

Yonkers, NY

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

Yonkers, NY

UnscoredInsufficient · 0
$1,999Mileage not verified

Yonkers, NY

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Yonkers, NY

UnscoredModerate · 34
$2,900177,690 mi

Comparison: 34 similar vehicles

Yonkers, NY

2012 Ford Focus SE

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

2012 Ford Focus SE

Yonkers, NY

UnscoredLimited · 10
$2,995126,032 mi

Comparison: 10 similar vehicles

Yonkers, NY

1994 Jeep Wrangler / YJ

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

1994 Jeep Wrangler / YJ

Yonkers, NY

UnscoredInsufficient · 0
$2,995Mileage not verified

Yonkers, NY

2001 Ford F-150 LARIAT

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

2001 Ford F-150 LARIAT

Yonkers, NY

UnscoredInsufficient · 0
$3,495Mileage not verified

Yonkers, NY

2003 Volkswagen Passat GLX

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

2003 Volkswagen Passat GLX

Yonkers, NY

UnscoredInsufficient · 0
$3,900Mileage not verified

Yonkers, NY

2010 Kia Forte SX

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

2010 Kia Forte SX

Yonkers, NY

UnscoredLimited · 9
$3,99596,130 mi

Comparison: 9 similar vehicles

Yonkers, NY

2003 Volvo XC70 2.5T

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

2003 Volvo XC70 2.5T

Yonkers, NY

UnscoredInsufficient · 0
$3,995Mileage not verified

Yonkers, NY

2001 Oldsmobile Intrigue GL

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

2001 Oldsmobile Intrigue GL

Yonkers, NY

UnscoredInsufficient · 0
$3,99593,000 mi

Yonkers, NY

1999 Ford Windstar LX

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

1999 Ford Windstar LX

Yonkers, NY

UnscoredInsufficient · 0
$3,99598,716 mi

Yonkers, NY

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Yonkers, NY

UnscoredLimited · 5
$3,999Mileage not verified

Comparison: 5 similar vehicles

Yonkers, NY

2003 Volkswagen Jetta GLS

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

2003 Volkswagen Jetta GLS

Yonkers, NY

UnscoredInsufficient · 0
$3,999173,655 mi

Yonkers, NY

2011 MINI Countryman S 4WD

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

2011 MINI Countryman S 4WD

Yonkers, NY

UnscoredInsufficient · 0
$4,000182,894 mi

Yonkers, NY

2003 Pontiac Grand Am GT1

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

2003 Pontiac Grand Am GT1

Yonkers, NY

UnscoredInsufficient · 0
$4,00079,998 mi

Yonkers, NY

2001 Toyota Avalon XL

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

2001 Toyota Avalon XL

Yonkers, NY

Fair PriceLimited · 10
$4,000Mileage not verified

Market: $3,053 – $5,480

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1048 days listed (based on current market benchmarks)

Yonkers, NY

2004 Acura TL Base

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

2004 Acura TL Base

Yonkers, NY

UnscoredInsufficient · 4
$4,500193,439 mi

Comparison: 4 similar vehicles

Yonkers, NY

2001 Ford F-250 Super Duty XL

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

2001 Ford F-250 Super Duty XL

Yonkers, NY

UnscoredInsufficient · 0
$4,500289,450 mi

Yonkers, NY

2013 Lexus ES 350

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

2013 Lexus ES 350

Yonkers, NY

UnscoredLimited · 7
$4,900217,867 mi

Comparison: 7 similar vehicles

Yonkers, NY

2004 Ford Explorer XLT

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

2004 Ford Explorer XLT

Yonkers, NY

UnscoredInsufficient · 4
$4,900141,000 mi

Comparison: 4 similar vehicles

Yonkers, NY

2003 Honda Accord EX

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

2003 Honda Accord EX

Yonkers, NY

UnscoredModerate · 20
$4,900198,800 mi

Comparison: 20 similar vehicles

Yonkers, NY

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Yonkers, NY

UnscoredLimited · 6
$4,995Mileage not verified

Comparison: 6 similar vehicles

Yonkers, NY

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Yonkers, NY

UnscoredLimited · 11
$4,995201,356 mi

Comparison: 11 similar vehicles

Yonkers, NY

2007 Mazda CX-7 Touring

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

2007 Mazda CX-7 Touring

Yonkers, NY

UnscoredInsufficient · 0
$4,995103,516 mi

Yonkers, NY

2005 Jeep Grand Cherokee Limited

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

2005 Jeep Grand Cherokee Limited

Yonkers, NY

UnscoredInsufficient · 4
$4,995239,075 mi

Comparison: 4 similar vehicles

Yonkers, NY

2004 Chevrolet Express Base

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

2004 Chevrolet Express Base

Yonkers, NY

UnscoredLimited · 5
$4,995178,378 mi

Comparison: 5 similar vehicles

Yonkers, NY

2004 BMW X5 4.4i

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

2004 BMW X5 4.4i

Yonkers, NY

UnscoredInsufficient · 3
$4,99591,214 mi

Comparison: 3 similar vehicles

Yonkers, NY

2003 Subaru Baja Base

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

2003 Subaru Baja Base

Yonkers, NY

UnscoredInsufficient · 0
$4,995Mileage not verified

Yonkers, NY

2007 Toyota Corolla CE

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

2007 Toyota Corolla CE

Yonkers, NY

UnscoredInsufficient · 3
$4,999273,732 mi

Comparison: 3 similar vehicles

Yonkers, NY

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Yonkers, NY

OverpricedLimited · 12
$4,999239,350 mi

Market: $2,800 – $4,000

Comparison: 12 similar vehicles

Priced ~25% above the typical market range for similar vehicles (based on current market benchmarks)

Yonkers, NY

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Yonkers, NY

UnscoredLimited · 6
$4,999114,122 mi

Comparison: 6 similar vehicles

Yonkers, NY

2005 Honda Element EX

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

2005 Honda Element EX

Yonkers, NY

UnscoredLimited · 5
$4,999288,944 mi

Comparison: 5 similar vehicles

Yonkers, NY

2004 Toyota Camry Solara SE

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

2004 Toyota Camry Solara SE

Yonkers, NY

UnscoredInsufficient · 0
$4,999131,454 mi

Yonkers, NY

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

Yonkers, NY

UnscoredLimited · 6
$4,999170,707 mi

Comparison: 6 similar vehicles

Yonkers, NY

2003 Toyota Matrix Base

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

2003 Toyota Matrix Base

Yonkers, NY

UnscoredInsufficient · 0
$4,999188,059 mi

Yonkers, NY

2004 Ford F-150 XL

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

2004 Ford F-150 XL

Yonkers, NY

UnscoredInsufficient · 4
$5,000219,773 mi

Comparison: 4 similar vehicles

Yonkers, NY

2004 Nissan Murano SL AWD

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

2004 Nissan Murano SL AWD

Yonkers, NY

UnscoredInsufficient · 0
$5,000110,430 mi

Yonkers, NY

2006 Volkswagen Jetta 2.5

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

2006 Volkswagen Jetta 2.5

Yonkers, NY

UnscoredInsufficient · 4
$5,400138,460 mi

Comparison: 4 similar vehicles

Yonkers, NY

2001 Toyota Camry CE

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

2001 Toyota Camry CE

Yonkers, NY

UnscoredInsufficient · 0
$5,400136,138 mi

Yonkers, NY

2006 Jeep Grand Cherokee Laredo

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

2006 Jeep Grand Cherokee Laredo

Yonkers, NY

UnscoredLimited · 5
$5,495Mileage not verified

Comparison: 5 similar vehicles

Yonkers, NY

2002 Lexus ES 300

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

2002 Lexus ES 300

Yonkers, NY

UnscoredLimited · 8
$5,495132,093 mi

Comparison: 8 similar vehicles

Yonkers, NY

2019 Hyundai Sonata SE

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

2019 Hyundai Sonata SE

Yonkers, NY

Salvage title
$5,50087,202 mi

Yonkers, NY

2017 Kia Soul Base

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

2017 Kia Soul Base

Yonkers, NY

UnscoredInsufficient · 3
$5,500120,433 mi

Comparison: 3 similar vehicles

Yonkers, NY

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Yonkers, NY

UnscoredModerate · 27
$5,500143,334 mi

Comparison: 27 similar vehicles

Yonkers, NY

2008 Subaru Legacy GT Limited

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

2008 Subaru Legacy GT Limited

Yonkers, NY

UnscoredInsufficient · 0
$5,500Mileage not verified

Yonkers, NY

2007 Subaru Legacy GT Limited

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

2007 Subaru Legacy GT Limited

Yonkers, NY

UnscoredInsufficient · 0
$5,500183,000 mi

Yonkers, NY

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Yonkers, NY

UnscoredLimited · 5
$5,899129,437 mi

Comparison: 5 similar vehicles

Yonkers, NY

2010 Honda Accord EX-L

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

2010 Honda Accord EX-L

Yonkers, NY

UnscoredLimited · 7
$5,899167,219 mi

Comparison: 7 similar vehicles

Yonkers, NY

2014 Chevrolet Impala 1FL

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

2014 Chevrolet Impala 1FL

Yonkers, NY

UnscoredInsufficient · 3
$5,995115,225 mi

Comparison: 3 similar vehicles

Yonkers, NY

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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