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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 30, 2026

6M+

Unique vehicles analyzed

as of October 30, 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

141 listings found

2004 Ford Taurus SES

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

2004 Ford Taurus SES

Wright City, MO

UnscoredInsufficient · 0
$2,995179,538 mi

Wright City, MO

2010 Chrysler 300

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

2010 Chrysler 300

Wright City, MO

UnscoredInsufficient · 0
$4,490192,649 mi

Wright City, MO

2012 FIAT 500 Pop

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

2012 FIAT 500 Pop

Wright City, MO

Salvage title
$4,495113,653 mi

Wright City, MO

2007 Chrysler PT Cruiser Base

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

2007 Chrysler PT Cruiser Base

Wright City, MO

UnscoredInsufficient · 0
$4,50068,462 mi

Wright City, MO

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Wright City, MO

Unscored
$4,995142,290 mi

Comparison: 5 similar vehicles

Wright City, MO

1998 Chevrolet K1500 SILVERADO

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

1998 Chevrolet K1500 SILVERADO

Wright City, MO

UnscoredInsufficient · 0
$4,995204,416 mi

Wright City, MO

1999 Chevrolet S-10 LS

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

1999 Chevrolet S-10 LS

Wright City, MO

UnscoredInsufficient · 0
$4,999210,524 mi

Wright City, MO

2012 Chrysler Town & Country Touring-L

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

2012 Chrysler Town & Country Touring-L

Wright City, MO

Unscored
$5,495182,212 mi

Comparison: 5 similar vehicles

Wright City, MO

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Wright City, MO

Unscored
$5,995187,389 mi

Comparison: 7 similar vehicles

Wright City, MO

2010 Buick LaCrosse CXL

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

2010 Buick LaCrosse CXL

Wright City, MO

UnscoredInsufficient · 3
$5,995202,147 mi

Comparison: 3 similar vehicles

Wright City, MO

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Wright City, MO

Unscored
$6,799183,780 mi

Comparison: 5 similar vehicles

Wright City, MO

2017 Chevrolet Traverse LS

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

2017 Chevrolet Traverse LS

Wright City, MO

Unscored
$6,811146,177 mi

Comparison: 8 similar vehicles

Wright City, MO

2013 Ford Edge SE

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

2013 Ford Edge SE

Wright City, MO

UnscoredInsufficient · 3
$6,988119,364 mi

Comparison: 3 similar vehicles

Wright City, MO

2012 Nissan Altima S

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

2012 Nissan Altima S

Wright City, MO

Unscored
$6,995129,323 mi

Comparison: 31 similar vehicles

Wright City, MO

2010 Mazda MAZDA3 i Touring

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

2010 Mazda MAZDA3 i Touring

Wright City, MO

Unscored
$6,995120,544 mi

Comparison: 10 similar vehicles

Wright City, MO

2016 Kia Forte Koup EX

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

2016 Kia Forte Koup EX

Wright City, MO

UnscoredInsufficient · 0
$7,34392,421 mi

Wright City, MO

2014 Volkswagen Jetta S

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

2014 Volkswagen Jetta S

Wright City, MO

UnscoredInsufficient · 4
$7,35174,334 mi

Comparison: 4 similar vehicles

Wright City, MO

2015 Chevrolet Sonic LTZ

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

2015 Chevrolet Sonic LTZ

Wright City, MO

UnscoredInsufficient · 4
$7,40091,116 mi

Comparison: 4 similar vehicles

Wright City, MO

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Wright City, MO

Fair PriceLimited · 12
$7,40087,552 mi

Market: $2,695 – $8,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Wright City, MO

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Wright City, MO

UnscoredInsufficient · 0
$7,40053,621 mi

Wright City, MO

2019 Mitsubishi Mirage G4 ES

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

2019 Mitsubishi Mirage G4 ES

Wright City, MO

UnscoredInsufficient · 0
$7,50042,582 mi

Wright City, MO

2017 Hyundai Accent SE

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

2017 Hyundai Accent SE

Wright City, MO

Fair PriceLimited · 10
$7,50087,866 mi

Market: $5,850 – $15,084

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Wright City, MO

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Wright City, MO

UnscoredInsufficient · 4
$7,777144,140 mi

Comparison: 4 similar vehicles

Wright City, MO

2009 Honda Accord LX-P

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

2009 Honda Accord LX-P

Wright City, MO

UnscoredInsufficient · 0
$7,900146,945 mi

Wright City, MO

2007 Jeep Commander Sport

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

2007 Jeep Commander Sport

Wright City, MO

UnscoredInsufficient · 0
$7,90071,841 mi

Wright City, MO

2006 Ford Freestyle SEL

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

2006 Ford Freestyle SEL

Wright City, MO

UnscoredInsufficient · 0
$7,90060,150 mi

Wright City, MO

2005 Buick LaCrosse CXL

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

2005 Buick LaCrosse CXL

Wright City, MO

UnscoredInsufficient · 0
$7,90044,967 mi

Wright City, MO

2013 Nissan Altima Sedan SV

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

2013 Nissan Altima Sedan SV

Wright City, MO

UnscoredInsufficient · 4
$7,98884,033 mi

Comparison: 4 similar vehicles

Wright City, MO

2012 Ford Focus SE

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

2012 Ford Focus SE

Wright City, MO

UnscoredInsufficient · 0
$7,98848,612 mi

Wright City, MO

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Wright City, MO

Fair PriceModerate · 39
$7,995114,997 mi

Market: $6,499 – $16,584

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

Wright City, MO

2013 Mazda MAZDA6 i Touring

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

2013 Mazda MAZDA6 i Touring

Wright City, MO

UnscoredInsufficient · 0
$7,995137,845 mi

Wright City, MO

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

Wright City, MO

UnscoredInsufficient · 4
$7,995152,335 mi

Comparison: 4 similar vehicles

Wright City, MO

2006 Toyota Avalon XL

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

2006 Toyota Avalon XL

Wright City, MO

UnscoredInsufficient · 0
$8,119109,266 mi

Wright City, MO

2016 Nissan Sentra SV

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

2016 Nissan Sentra SV

Wright City, MO

UnscoredInsufficient · 4
$8,225118,013 mi

Comparison: 4 similar vehicles

Wright City, MO

2010 Toyota Camry Hybrid

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

2010 Toyota Camry Hybrid

Wright City, MO

UnscoredInsufficient · 0
$8,400115,650 mi

Wright City, MO

2019 Hyundai Accent SE

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

2019 Hyundai Accent SE

Wright City, MO

Fair PriceLimited · 10
$8,495103,366 mi

Market: $7,250 – $15,584

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Wright City, MO

2014 Nissan Altima SV

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

2014 Nissan Altima SV

Wright City, MO

Unscored
$8,495113,554 mi

Comparison: 8 similar vehicles

Wright City, MO

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Wright City, MO

UnscoredInsufficient · 4
$8,777132,409 mi

Comparison: 4 similar vehicles

Wright City, MO

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Wright City, MO

Unscored
$8,895100,601 mi

Comparison: 8 similar vehicles

Wright City, MO

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Wright City, MO

Fair PriceModerate · 23
$8,90073,146 mi

Market: $4,900 – $12,990

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Wright City, MO

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Wright City, MO

Unscored
$8,990146,165 mi

Comparison: 5 similar vehicles

Wright City, MO

2014 Ford E-Series Econoline Van Commercial

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

2014 Ford E-Series Econoline Van Commercial

Wright City, MO

Salvage title
$8,999153,522 mi

Wright City, MO

2014 Nissan Rogue S

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

2014 Nissan Rogue S

Wright City, MO

Unscored
$9,16474,134 mi

Comparison: 5 similar vehicles

Wright City, MO

2011 Nissan Xterra Pro-4X

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

2011 Nissan Xterra Pro-4X

Wright City, MO

UnscoredInsufficient · 4
$9,395142,645 mi

Comparison: 4 similar vehicles

Wright City, MO

2018 Hyundai Elantra SEL

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

2018 Hyundai Elantra SEL

Wright City, MO

Fair PriceModerate · 21
$9,400100,515 mi

Market: $6,990 – $10,999

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Wright City, MO

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Wright City, MO

UnscoredInsufficient · 0
$9,48841,414 mi

Wright City, MO

2019 Jeep Compass Latitude

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

2019 Jeep Compass Latitude

Wright City, MO

Unscored
$9,495151,266 mi

Comparison: 6 similar vehicles

Wright City, MO

2016 Chevrolet Cruze Limited LTZ

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

2016 Chevrolet Cruze Limited LTZ

Wright City, MO

UnscoredInsufficient · 0
$9,49581,599 mi

Wright City, MO

2015 Mazda MAZDA3 i Touring

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

2015 Mazda MAZDA3 i Touring

Wright City, MO

UnscoredInsufficient · 0
$9,500101,869 mi

Wright City, MO

2008 Honda Civic LX

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

2008 Honda Civic LX

Wright City, MO

UnscoredInsufficient · 0
$9,50048,987 mi

Wright City, MO

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.
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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