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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 9, 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

233 listings found

2008 MINI Cooper Base

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

2008 MINI Cooper Base

Williamson, NY

UnscoredInsufficient · 0
$5,999110,000 mi

Williamson, NY

2005 Chevrolet Tahoe

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

2005 Chevrolet Tahoe

Williamson, NY

UnscoredInsufficient · 0
$6,995195,000 mi

Williamson, NY

2018 Mitsubishi Outlander SE

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

2018 Mitsubishi Outlander SE

Williamson, NY

UnscoredInsufficient · 4
$7,999167,712 mi

Comparison: 4 similar vehicles

Williamson, NY

2015 Dodge Grand Caravan SE Plus

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

2015 Dodge Grand Caravan SE Plus

Williamson, NY

UnscoredInsufficient · 0
$7,999112,000 mi

Williamson, NY

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Williamson, NY

UnscoredInsufficient · 0
$7,99995,000 mi

Williamson, NY

2006 Chevrolet Silverado 1500 LT2

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

2006 Chevrolet Silverado 1500 LT2

Williamson, NY

UnscoredInsufficient · 0
$7,999232,000 mi

Williamson, NY

2002 GMC Sierra SL

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

2002 GMC Sierra SL

Williamson, NY

UnscoredInsufficient · 0
$8,995202,000 mi

Williamson, NY

2016 Jeep Compass Latitude

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

2016 Jeep Compass Latitude

Williamson, NY

Unscored
$8,999125,000 mi

Comparison: 10 similar vehicles

Williamson, NY

2015 Dodge Grand Caravan SE

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

2015 Dodge Grand Caravan SE

Williamson, NY

Unscored
$8,999122,071 mi

Comparison: 5 similar vehicles

Williamson, NY

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Williamson, NY

Fair PriceLimited · 11
$8,999104,000 mi

Market: $5,499 – $8,999

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 219 days listed (based on current market benchmarks)

Williamson, NY

2017 Dodge Grand Caravan GT

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

2017 Dodge Grand Caravan GT

Williamson, NY

UnscoredInsufficient · 4
$9,499113,000 mi

Comparison: 4 similar vehicles

Williamson, NY

2016 Honda Civic EX

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

2016 Honda Civic EX

Williamson, NY

Unscored
$9,999165,351 mi

Comparison: 18 similar vehicles

Williamson, NY

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Williamson, NY

Unscored
$9,99993,000 mi

Comparison: 5 similar vehicles

Williamson, NY

2013 Jeep Grand Cherokee Laredo

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

2013 Jeep Grand Cherokee Laredo

Williamson, NY

UnscoredInsufficient · 4
$9,999111,000 mi

Comparison: 4 similar vehicles

Williamson, NY

2018 Ford Focus SE

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

2018 Ford Focus SE

Williamson, NY

Unscored
$10,27575,394 mi

Comparison: 9 similar vehicles

Williamson, NY

2016 Subaru Legacy 2.5i Limited

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

2016 Subaru Legacy 2.5i Limited

Williamson, NY

Unscored
$10,499121,000 mi

Comparison: 12 similar vehicles

Williamson, NY

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Williamson, NY

UnscoredInsufficient · 0
$10,99945,000 mi

Williamson, NY

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Williamson, NY

UnscoredInsufficient · 4
$10,999120,000 mi

Comparison: 4 similar vehicles

Williamson, NY

2009 Toyota RAV4 Limited

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

2009 Toyota RAV4 Limited

Williamson, NY

UnscoredInsufficient · 0
$10,999122,000 mi

Williamson, NY

2018 Nissan Frontier S

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

2018 Nissan Frontier S

Williamson, NY

UnscoredInsufficient · 0
$11,999118,000 mi

Williamson, NY

2018 Kia Niro LX

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

2018 Kia Niro LX

Williamson, NY

UnscoredInsufficient · 0
$12,17596,674 mi

Williamson, NY

2014 Honda CR-V LX

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

2014 Honda CR-V LX

Williamson, NY

UnscoredInsufficient · 4
$12,499122,000 mi

Comparison: 4 similar vehicles

Williamson, NY

2010 RAM Dakota Laramie

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

2010 RAM Dakota Laramie

Williamson, NY

UnscoredInsufficient · 0
$12,499129,000 mi

Williamson, NY

2018 Chevrolet Cruze LS

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

2018 Chevrolet Cruze LS

Williamson, NY

UnscoredInsufficient · 0
$12,57550,591 mi

Williamson, NY

2018 Nissan Rogue S

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

2018 Nissan Rogue S

Williamson, NY

UnscoredInsufficient · 3
$12,67590,051 mi

Comparison: 3 similar vehicles

Williamson, NY

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Williamson, NY

Fair PriceModerate · 32
$12,975118,000 mi

Market: $8,999 – $17,644

Comparison: 32 similar vehicles

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

Williamson, NY

2013 Ford F-150 STX

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

2013 Ford F-150 STX

Williamson, NY

Unscored
$12,999136,000 mi

Comparison: 14 similar vehicles

Williamson, NY

2007 Nissan 350Z Roadster Touring

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

2007 Nissan 350Z Roadster Touring

Williamson, NY

UnscoredInsufficient · 0
$12,999103,000 mi

Williamson, NY

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Williamson, NY

Fair PriceModerate · 38
$13,175112,507 mi

Market: $9,990 – $16,000

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 194 days listed (based on current market benchmarks)

Williamson, NY

2013 Chrysler 300 Luxury Series

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

2013 Chrysler 300 Luxury Series

Williamson, NY

UnscoredInsufficient · 0
$13,499126,568 mi

Williamson, NY

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Williamson, NY

Fair PriceModerate · 37
$13,67579,496 mi

Market: $9,990 – $16,000

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 131 days listed (based on current market benchmarks)

Williamson, NY

2021 Ford EcoSport Titanium

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

2021 Ford EcoSport Titanium

Williamson, NY

UnscoredInsufficient · 0
$15,47580,606 mi

Williamson, NY

2015 Cadillac XTS Luxury Collection

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

2015 Cadillac XTS Luxury Collection

Williamson, NY

UnscoredInsufficient · 0
$15,87582,442 mi

Williamson, NY

2014 Lexus RX 350

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

2014 Lexus RX 350

Williamson, NY

Unscored
$16,900127,229 mi

Comparison: 10 similar vehicles

Williamson, NY

2020 Toyota Camry XLE

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

2020 Toyota Camry XLE

Williamson, NY

Unscored
$16,999133,468 mi

Comparison: 30 similar vehicles

Williamson, NY

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Williamson, NY

Fair PriceModerate · 20
$18,37559,001 mi

Market: $16,675 – $20,175

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Williamson, NY

2022 Mitsubishi Outlander Sport BE

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

2022 Mitsubishi Outlander Sport BE

Williamson, NY

UnscoredInsufficient · 0
$18,57539,382 mi

Williamson, NY

2018 Hyundai Tucson Sport

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

2018 Hyundai Tucson Sport

Williamson, NY

UnscoredInsufficient · 0
$18,67537,228 mi

Williamson, NY

2018 Jeep Wrangler JK Unlimited Sport

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

2018 Jeep Wrangler JK Unlimited Sport

Williamson, NY

UnscoredInsufficient · 4
$18,99969,000 mi

Comparison: 4 similar vehicles

Williamson, NY

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Williamson, NY

UnscoredInsufficient · 4
$19,87527,998 mi

Comparison: 4 similar vehicles

Williamson, NY

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Williamson, NY

OverpricedModerate · 20
$20,17555,991 mi

Market: $16,675 – $18,375

Comparison: 20 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Williamson, NY

2021 Chevrolet Traverse 1LT

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

2021 Chevrolet Traverse 1LT

Williamson, NY

Fair PriceModerate · 22
$20,17583,809 mi

Market: $17,995 – $24,145

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Williamson, NY

2021 Chevrolet Blazer 2LT

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

2021 Chevrolet Blazer 2LT

Williamson, NY

OverpricedLimited · 18
$20,52556,400 mi

Market: $19,823 – $19,998

Comparison: 18 similar vehicles

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

Williamson, NY

2022 Ford Transit Connect XLT

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

2022 Ford Transit Connect XLT

Williamson, NY

UnscoredInsufficient · 0
$21,17570,123 mi

Williamson, NY

2021 Ford Mustang Mach-E Select AWD

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

2021 Ford Mustang Mach-E Select AWD

Williamson, NY

UnscoredInsufficient · 4
$21,49765,573 mi

Comparison: 4 similar vehicles

Williamson, NY

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Williamson, NY

UnscoredInsufficient · 3
$21,575147,074 mi

Comparison: 3 similar vehicles

Williamson, NY

2024 Chevrolet TrailBlazer LT

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

2024 Chevrolet TrailBlazer LT

Williamson, NY

Fair PriceRobust · 128
$21,67528,161 mi

Market: $18,845 – $24,500

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Williamson, NY

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Williamson, NY

UnscoredInsufficient · 4
$22,17566,385 mi

Comparison: 4 similar vehicles

Williamson, NY

2019 GMC Acadia Denali

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

2019 GMC Acadia Denali

Williamson, NY

Unscored
$22,47595,224 mi

Comparison: 7 similar vehicles

Williamson, NY

2025 Chevrolet Trax LT

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

2025 Chevrolet Trax LT

Williamson, NY

Fair PriceModerate · 30
$22,67434,656 mi

Market: $18,799 – $23,175

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 183 days listed (based on current market benchmarks)

Williamson, NY

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.

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