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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

193 listings found

2008 Dodge Ram 1500 Pickup SLT

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

2008 Dodge Ram 1500 Pickup SLT

Brazil, IN

Unscored
$3,900207,412 mi

Comparison: 11 similar vehicles

Brazil, IN

2012 Chevrolet Malibu Fleet

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

2012 Chevrolet Malibu Fleet

Brazil, IN

UnscoredInsufficient · 3
$3,995138,054 mi

Comparison: 3 similar vehicles

Brazil, IN

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Brazil, IN

Unscored
$4,900140,638 mi

Comparison: 46 similar vehicles

Brazil, IN

2009 Honda CR-V LX

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

2009 Honda CR-V LX

Brazil, IN

Unscored
$4,900179,647 mi

Comparison: 10 similar vehicles

Brazil, IN

2007 GMC Acadia SLT1

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

2007 GMC Acadia SLT1

Brazil, IN

UnscoredInsufficient · 0
$4,995167,116 mi

Brazil, IN

2001 Jeep Wrangler SPORT

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

2001 Jeep Wrangler SPORT

Brazil, IN

Unscored
$4,995194,435 mi

Comparison: 5 similar vehicles

Brazil, IN

2011 Volkswagen Tiguan S

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

2011 Volkswagen Tiguan S

Brazil, IN

Unscored
$5,90098,125 mi

Comparison: 9 similar vehicles

Brazil, IN

2006 Ford F-150 FX4

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

2006 Ford F-150 FX4

Brazil, IN

Unscored
$5,995159,845 mi

Comparison: 6 similar vehicles

Brazil, IN

2016 Volkswagen Passat R-Line

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

2016 Volkswagen Passat R-Line

Brazil, IN

Unscored
$6,400189,739 mi

Comparison: 8 similar vehicles

Brazil, IN

2016 Jeep Renegade Trailhawk

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

2016 Jeep Renegade Trailhawk

Brazil, IN

Unscored
$6,725248,524 mi

Comparison: 34 similar vehicles

Brazil, IN

2014 Chevrolet Cruze ECO

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

2014 Chevrolet Cruze ECO

Brazil, IN

UnscoredInsufficient · 0
$6,995141,490 mi

Brazil, IN

2012 Buick Verano 1SD

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

2012 Buick Verano 1SD

Brazil, IN

Unscored
$6,995112,934 mi

Comparison: 8 similar vehicles

Brazil, IN

2012 Honda Odyssey EX-L

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

2012 Honda Odyssey EX-L

Brazil, IN

Unscored
$6,995159,701 mi

Comparison: 56 similar vehicles

Brazil, IN

2007 Volkswagen Rabbit 2.5

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

2007 Volkswagen Rabbit 2.5

Brazil, IN

UnscoredInsufficient · 0
$6,995137,668 mi

Brazil, IN

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Brazil, IN

Unscored
$7,995153,507 mi

Comparison: 96 similar vehicles

Brazil, IN

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Brazil, IN

Fair PriceModerate · 32
$7,99580,102 mi

Market: $2,499 – $9,990

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Brazil, IN

2011 GMC Terrain SLT-2

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

2011 GMC Terrain SLT-2

Brazil, IN

Unscored
$7,995170,830 mi

Comparison: 6 similar vehicles

Brazil, IN

2011 Chevrolet Equinox LTZ

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

2011 Chevrolet Equinox LTZ

Brazil, IN

Unscored
$7,995178,137 mi

Comparison: 10 similar vehicles

Brazil, IN

2013 Toyota Prius Persona Series

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

2013 Toyota Prius Persona Series

Brazil, IN

UnscoredInsufficient · 0
$8,900214,391 mi

Brazil, IN

2018 Ford Focus SE

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

2018 Ford Focus SE

Brazil, IN

Fair PriceRobust · 97
$8,99598,415 mi

Market: $2,995 – $16,999

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Brazil, IN

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Brazil, IN

UnscoredInsufficient · 4
$8,995169,623 mi

Comparison: 4 similar vehicles

Brazil, IN

2015 Ford Focus SE

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

2015 Ford Focus SE

Brazil, IN

Unscored
$8,995126,782 mi

Comparison: 105 similar vehicles

Brazil, IN

2014 Chevrolet Cruze LTZ

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

2014 Chevrolet Cruze LTZ

Brazil, IN

OverpricedModerate · 22
$8,995159,565 mi

Market: $2,995 – $8,068

Comparison: 22 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Brazil, IN

2012 Honda Civic LX

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

2012 Honda Civic LX

Brazil, IN

Unscored
$8,995172,041 mi

Comparison: 85 similar vehicles

Brazil, IN

2011 Chevrolet Cruze 2LT

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

2011 Chevrolet Cruze 2LT

Brazil, IN

UnscoredInsufficient · 4
$8,995128,874 mi

Comparison: 4 similar vehicles

Brazil, IN

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

Brazil, IN

Unscored
$8,995164,198 mi

Comparison: 22 similar vehicles

Brazil, IN

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Brazil, IN

Unscored
$8,995164,838 mi

Comparison: 11 similar vehicles

Brazil, IN

2017 GMC Terrain SLE-2

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

2017 GMC Terrain SLE-2

Brazil, IN

Fair PriceRobust · 64
$9,99568,954 mi

Market: $5,995 – $18,895

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Brazil, IN

2016 Chevrolet Cruze Limited LS

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

2016 Chevrolet Cruze Limited LS

Brazil, IN

Unscored
$9,995134,475 mi

Comparison: 50 similar vehicles

Brazil, IN

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Brazil, IN

Unscored
$9,995147,059 mi

Comparison: 21 similar vehicles

Brazil, IN

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Brazil, IN

Fair PriceRobust · 74
$9,99599,147 mi

Market: $6,400 – $18,990

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Brazil, IN

2010 Toyota Prius II

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

2010 Toyota Prius II

Brazil, IN

Unscored
$9,995218,356 mi

Comparison: 66 similar vehicles

Brazil, IN

2017 Chevrolet Sonic Premier

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

2017 Chevrolet Sonic Premier

Brazil, IN

Unscored
$10,450122,212 mi

Comparison: 15 similar vehicles

Brazil, IN

2019 Subaru WRX Base

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

2019 Subaru WRX Base

Brazil, IN

Unscored
$10,900132,609 mi

Comparison: 10 similar vehicles

Brazil, IN

2010 Jeep Wrangler Unlimited Sport

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

2010 Jeep Wrangler Unlimited Sport

Brazil, IN

Unscored
$10,900132,829 mi

Comparison: 36 similar vehicles

Brazil, IN

1997 Jeep Wrangler / TJ

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

1997 Jeep Wrangler / TJ

Brazil, IN

UnscoredInsufficient · 0
$10,995119,220 mi

Brazil, IN

2016 Jeep Cherokee Limited

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

2016 Jeep Cherokee Limited

Brazil, IN

Fair PriceRobust · 50
$12,43293,241 mi

Market: $4,900 – $16,199

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Brazil, IN

2012 Dodge Charger R/T

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

2012 Dodge Charger R/T

Brazil, IN

UnscoredInsufficient · 0
$12,500134,844 mi

Brazil, IN

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Brazil, IN

Unscored
$12,89585,563 mi

Comparison: 5 similar vehicles

Brazil, IN

2021 Buick Encore Preferred

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

2021 Buick Encore Preferred

Brazil, IN

Fair PriceRobust · 80
$12,995115,423 mi

Market: $9,450 – $17,692

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Brazil, IN

2014 Chevrolet Traverse LTZ

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

2014 Chevrolet Traverse LTZ

Brazil, IN

UnscoredInsufficient · 0
$13,27652,160 mi

Brazil, IN

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Brazil, IN

Fair PriceModerate · 25
$13,43251,320 mi

Market: $13,281 – $14,990

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Brazil, IN

2016 Chevrolet Tahoe LT

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

2016 Chevrolet Tahoe LT

Brazil, IN

Unscored
$14,500217,192 mi

Comparison: 77 similar vehicles

Brazil, IN

2017 RAM 1500 Pickup Big Horn

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

2017 RAM 1500 Pickup Big Horn

Brazil, IN

Unscored
$14,884157,849 mi

Comparison: 197 similar vehicles

Brazil, IN

2018 Nissan Altima SR

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

2018 Nissan Altima SR

Brazil, IN

Unscored
$14,995137,074 mi

Comparison: 52 similar vehicles

Brazil, IN

2010 Mercedes-Benz C-Class C300 Sport

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

2010 Mercedes-Benz C-Class C300 Sport

Brazil, IN

OverpricedLimited · 13
$14,995126,397 mi

Market: $4,875 – $14,600

Comparison: 13 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Brazil, IN

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Brazil, IN

Unscored
$15,900162,792 mi

Comparison: 134 similar vehicles

Brazil, IN

2009 Jeep Wrangler Unlimited X

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

2009 Jeep Wrangler Unlimited X

Brazil, IN

OverpricedLimited · 16
$15,995143,149 mi

Market: $8,348 – $12,995

Comparison: 16 similar vehicles

Priced ~23% above the typical market range for similar vehicles (based on current market benchmarks)

Brazil, IN

2021 Volkswagen Jetta S

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

2021 Volkswagen Jetta S

Brazil, IN

UnscoredInsufficient · 3
$16,08456,341 mi

Comparison: 3 similar vehicles

Brazil, IN

2011 Ford F-250 Super Duty Lariat

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

2011 Ford F-250 Super Duty Lariat

Brazil, IN

Unscored
$16,330164,216 mi

Comparison: 30 similar vehicles

Brazil, IN

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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