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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 22, 2026

6M+

Unique vehicles analyzed

as of October 22, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

11,816 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

2012 Mitsubishi Lancer ES

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

2012 Mitsubishi Lancer ES

Paterson, NJ

UnscoredInsufficient · 0
$2,000203,354 mi

Paterson, NJ

2008 Hyundai Elantra SE

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

2008 Hyundai Elantra SE

Paterson, NJ

UnscoredLimited · 10
$2,200200,085 mi

Comparison: 10 similar vehicles

Paterson, NJ

2014 Kia Rio LX

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

2014 Kia Rio LX

Paterson, NJ

UnscoredInsufficient · 3
$2,300135,712 mi

Comparison: 3 similar vehicles

Paterson, NJ

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Paterson, NJ

UnscoredLimited · 10
$2,300187,039 mi

Comparison: 10 similar vehicles

Paterson, NJ

2015 Ford Fusion Titanium

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

2015 Ford Fusion Titanium

Paterson, NJ

UnscoredInsufficient · 4
$2,400245,313 mi

Comparison: 4 similar vehicles

Paterson, NJ

2012 Volkswagen Jetta S

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

2012 Volkswagen Jetta S

Naugatuck, CT

UnscoredLimited · 6
$2,495190,889 mi

Comparison: 6 similar vehicles

Naugatuck, CT

2014 Ford Focus SE

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

2014 Ford Focus SE

Paterson, NJ

Fair PriceModerate · 24
$2,50098,269 mi

Market: $2,500 – $8,499

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Paterson, NJ

2013 Hyundai Sonata Limited

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

2013 Hyundai Sonata Limited

Paterson, NJ

UnscoredLimited · 5
$2,500125,899 mi

Comparison: 5 similar vehicles

Paterson, NJ

2009 Toyota Camry XLE

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

2009 Toyota Camry XLE

Paterson, NJ

UnscoredInsufficient · 3
$2,500176,121 mi

Comparison: 3 similar vehicles

Paterson, NJ

2002 Toyota Camry XLE

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

2002 Toyota Camry XLE

Hamburg, NJ

UnscoredInsufficient · 0
$2,500211,039 mi

Hamburg, NJ

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Wantage, NJ

Salvage title
$2,599162,342 mi

Wantage, NJ

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Paterson, NJ

UnscoredModerate · 25
$2,600179,163 mi

Comparison: 25 similar vehicles

Paterson, NJ

1998 Chevrolet Malibu Base

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

1998 Chevrolet Malibu Base

Torrington, CT

UnscoredInsufficient · 0
$2,69589,980 mi

Torrington, CT

1998 Saturn S-Series Base

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

1998 Saturn S-Series Base

Torrington, CT

UnscoredInsufficient · 0
$2,695122,318 mi

Torrington, CT

2011 Subaru Legacy I Limited

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

2011 Subaru Legacy I Limited

Paterson, NJ

UnscoredLimited · 7
$2,798210,949 mi

Comparison: 7 similar vehicles

Paterson, NJ

2014 Kia Forte LX

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

2014 Kia Forte LX

Paterson, NJ

UnscoredInsufficient · 3
$2,800181,137 mi

Comparison: 3 similar vehicles

Paterson, NJ

2007 Honda Accord 3.0 SE

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

2007 Honda Accord 3.0 SE

Naugatuck, CT

UnscoredInsufficient · 0
$2,950305,651 mi

Naugatuck, CT

2006 Lincoln Zephyr Base

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

2006 Lincoln Zephyr Base

Bloomingdale, NJ

UnscoredInsufficient · 3
$2,987149,128 mi

Comparison: 3 similar vehicles

Bloomingdale, NJ

2015 Kia Rio LX

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

2015 Kia Rio LX

Naugatuck, CT

UnscoredInsufficient · 0
$2,995142,511 mi

Naugatuck, CT

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 · 9
$2,995126,032 mi

Comparison: 9 similar vehicles

Yonkers, NY

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Paterson, NJ

UnscoredLimited · 13
$2,995199,210 mi

Comparison: 13 similar vehicles

Paterson, NJ

2003 Chevrolet Cavalier Base

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

2003 Chevrolet Cavalier Base

Torrington, CT

UnscoredInsufficient · 0
$2,995169,235 mi

Torrington, CT

2001 Chrysler 300M Base

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

2001 Chrysler 300M Base

Torrington, CT

UnscoredInsufficient · 0
$2,995186,109 mi

Torrington, CT

2001 Toyota Corolla S

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

2001 Toyota Corolla S

Paterson, NJ

UnscoredInsufficient · 0
$2,995148,983 mi

Paterson, NJ

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

Wantage, NJ

UnscoredLimited · 6
$2,999228,630 mi

Comparison: 6 similar vehicles

Wantage, NJ

2004 Chrysler Concorde LX

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

2004 Chrysler Concorde LX

Wantage, NJ

UnscoredInsufficient · 0
$2,99987,782 mi

Wantage, NJ

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Paterson, NJ

UnscoredLimited · 6
$3,00089,752 mi

Comparison: 6 similar vehicles

Paterson, NJ

2012 Hyundai Elantra Limited

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

2012 Hyundai Elantra Limited

Paterson, NJ

UnscoredLimited · 6
$3,000137,717 mi

Comparison: 6 similar vehicles

Paterson, NJ

2006 BMW 3 Series 330xi

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

2006 BMW 3 Series 330xi

Paterson, NJ

UnscoredLimited · 5
$3,000173,234 mi

Comparison: 5 similar vehicles

Paterson, NJ

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Paterson, NJ

UnscoredLimited · 11
$3,100179,201 mi

Comparison: 11 similar vehicles

Paterson, NJ

2001 Chevrolet Cavalier Base

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

2001 Chevrolet Cavalier Base

Torrington, CT

UnscoredInsufficient · 0
$3,295116,430 mi

Torrington, CT

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

New Windsor, NY

UnscoredLimited · 14
$3,400168,999 mi

Comparison: 14 similar vehicles

New Windsor, NY

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

New Windsor, NY

UnscoredModerate · 32
$3,400128,999 mi

Comparison: 32 similar vehicles

New Windsor, NY

2012 Honda Civic LX

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

2012 Honda Civic LX

Arlington, NY

UnscoredLimited · 8
$3,450242,536 mi

Comparison: 8 similar vehicles

Arlington, NY

2010 Nissan Altima S

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

2010 Nissan Altima S

Paterson, NJ

Fair PriceModerate · 20
$3,495112,022 mi

Market: $1,800 – $6,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 189 days listed (based on current market benchmarks)

Paterson, NJ

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Wanaque, NJ

UnscoredLimited · 8
$3,49593,982 mi

Comparison: 8 similar vehicles

Wanaque, NJ

2003 Acura TL Type-S

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

2003 Acura TL Type-S

Bronx, NY

UnscoredInsufficient · 0
$3,495163,854 mi

Bronx, NY

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Paterson, NJ

UnscoredModerate · 21
$3,495170,951 mi

Comparison: 21 similar vehicles

Paterson, NJ

2010 Toyota Corolla S

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

2010 Toyota Corolla S

Paterson, NJ

UnscoredLimited · 7
$3,500171,837 mi

Comparison: 7 similar vehicles

Paterson, NJ

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Paterson, NJ

UnscoredLimited · 8
$3,591220,384 mi

Comparison: 8 similar vehicles

Paterson, NJ

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Danbury, CT

UnscoredLimited · 13
$3,700148,000 mi

Comparison: 13 similar vehicles

Danbury, CT

2011 Chevrolet Cruze ECO

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

2011 Chevrolet Cruze ECO

Blauvelt, NY

UnscoredLimited · 15
$3,800177,710 mi

Comparison: 15 similar vehicles

Blauvelt, NY

2004 Mazda MAZDA6 s

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

2004 Mazda MAZDA6 s

Bridgeport, CT

UnscoredInsufficient · 3
$3,800Mileage not verified

Comparison: 3 similar vehicles

Bridgeport, CT

2003 Chevrolet Impala LS

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

2003 Chevrolet Impala LS

Port Jervis, NY

UnscoredInsufficient · 0
$3,800171,550 mi

Port Jervis, NY

2004 BMW 3 Series 325

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

2004 BMW 3 Series 325

Greenwich, CT

UnscoredLimited · 6
$3,888156,335 mi

Comparison: 6 similar vehicles

Greenwich, CT

2012 Toyota Corolla S

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

2012 Toyota Corolla S

New Windsor, NY

UnscoredLimited · 18
$3,900204,000 mi

Comparison: 18 similar vehicles

New Windsor, NY

2010 Honda Civic LX

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

2010 Honda Civic LX

Elmwood Park, NJ

UnscoredLimited · 17
$3,900164,614 mi

Comparison: 17 similar vehicles

Elmwood Park, NJ

2009 Volkswagen Jetta SE

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

2009 Volkswagen Jetta SE

Bridgeport, CT

UnscoredInsufficient · 3
$3,900130,192 mi

Comparison: 3 similar vehicles

Bridgeport, CT

2007 Cadillac DTS Luxury II

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

2007 Cadillac DTS Luxury II

New Windsor, NY

UnscoredInsufficient · 3
$3,900113,999 mi

Comparison: 3 similar vehicles

New Windsor, 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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