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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 14, 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

347 listings found

2006 Nissan Frontier SE

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

2006 Nissan Frontier SE

Hazard, KY

UnscoredInsufficient · 0
$3,894180,199 mi

Hazard, KY

2011 Dodge Durango Crew

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

2011 Dodge Durango Crew

Hazard, KY

UnscoredInsufficient · 0
$4,996236,000 mi

Hazard, KY

2001 Ford F-250 Super Duty XLT

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

2001 Ford F-250 Super Duty XLT

Hazard, KY

UnscoredInsufficient · 0
$5,000345,430 mi

Hazard, KY

2012 Ford Expedition XLT

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

2012 Ford Expedition XLT

Hazard, KY

UnscoredInsufficient · 0
$5,993199,910 mi

Hazard, KY

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Hazard, KY

Unscored
$6,700214,793 mi

Comparison: 19 similar vehicles

Hazard, KY

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

Hazard, KY

Unscored
$6,900152,037 mi

Comparison: 39 similar vehicles

Hazard, KY

2015 Kia Forte LX

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

2015 Kia Forte LX

Hazard, KY

Unscored
$6,990120,326 mi

Comparison: 25 similar vehicles

Hazard, KY

2015 Volkswagen Passat Wolfsburg Edition

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

2015 Volkswagen Passat Wolfsburg Edition

Hazard, KY

Fair PriceModerate · 24
$6,995Mileage not verified

Market: $3,600 – $9,848

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Hazard, KY

2013 RAM 1500 Pickup SLT

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

2013 RAM 1500 Pickup SLT

Hazard, KY

Unscored
$6,996187,652 mi

Comparison: 29 similar vehicles

Hazard, KY

2009 Chevrolet Silverado 1500 1LT

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

2009 Chevrolet Silverado 1500 1LT

Hazard, KY

Unscored
$6,996190,000 mi

Comparison: 31 similar vehicles

Hazard, KY

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

Hazard, KY

Unscored
$6,996201,269 mi

Comparison: 22 similar vehicles

Hazard, KY

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Hazard, KY

Fair PriceModerate · 27
$7,25092,366 mi

Market: $4,800 – $9,245

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Hazard, KY

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Hazard, KY

Fair PriceRobust · 137
$7,490114,136 mi

Market: $5,900 – $18,995

Comparison: 137 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Hazard, KY

2008 Ford F-250 Super Duty XLT

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

2008 Ford F-250 Super Duty XLT

Hazard, KY

Unscored
$7,490219,816 mi

Comparison: 11 similar vehicles

Hazard, KY

2018 Buick Encore Preferred II

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

2018 Buick Encore Preferred II

Hazard, KY

Unscored
$7,792122,180 mi

Comparison: 12 similar vehicles

Hazard, KY

2015 GMC Sierra 1500 1SA

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

2015 GMC Sierra 1500 1SA

Hazard, KY

Unscored
$7,990249,080 mi

Comparison: 12 similar vehicles

Hazard, KY

2018 GMC Acadia SLT-1

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

2018 GMC Acadia SLT-1

Hazard, KY

Unscored
$7,996156,765 mi

Comparison: 54 similar vehicles

Hazard, KY

2019 Dodge Grand Caravan SE Plus

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

2019 Dodge Grand Caravan SE Plus

Hazard, KY

UnscoredInsufficient · 3
$7,997169,523 mi

Comparison: 3 similar vehicles

Hazard, KY

2019 Jeep Renegade Altitude Package

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

2019 Jeep Renegade Altitude Package

Hazard, KY

UnscoredInsufficient · 3
$8,500122,826 mi

Comparison: 3 similar vehicles

Hazard, KY

2018 Chevrolet Express Cutaway Base

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

2018 Chevrolet Express Cutaway Base

Hazard, KY

Unscored
$9,990226,334 mi

Comparison: 13 similar vehicles

Hazard, KY

2008 Ford Mustang GT Premium

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

2008 Ford Mustang GT Premium

Hazard, KY

Unscored
$9,99088,885 mi

Comparison: 6 similar vehicles

Hazard, KY

2005 Chevrolet Silverado 3500 Work

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

2005 Chevrolet Silverado 3500 Work

Hazard, KY

UnscoredInsufficient · 0
$9,990287,865 mi

Hazard, KY

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Hazard, KY

Unscored
$9,996130,990 mi

Comparison: 131 similar vehicles

Hazard, KY

2016 Jeep Cherokee Sport

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

2016 Jeep Cherokee Sport

Hazard, KY

Fair PriceLimited · 12
$10,25095,833 mi

Market: $7,699 – $12,795

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Hazard, KY

2018 Hyundai Elantra SEL

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

2018 Hyundai Elantra SEL

Hazard, KY

Salvage title
$10,29069,940 mi

Hazard, KY

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Hazard, KY

Unscored
$10,490191,434 mi

Comparison: 35 similar vehicles

Hazard, KY

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Hazard, KY

Unscored
$10,500172,373 mi

Comparison: 89 similar vehicles

Hazard, KY

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Hazard, KY

Unscored
$10,990163,519 mi

Comparison: 30 similar vehicles

Hazard, KY

2015 GMC Sierra 1500 SLE

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

2015 GMC Sierra 1500 SLE

Hazard, KY

Unscored
$10,995170,167 mi

Comparison: 40 similar vehicles

Hazard, KY

2016 BMW 5 Series 528i

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

2016 BMW 5 Series 528i

Hazard, KY

Fair PriceModerate · 26
$10,99694,700 mi

Market: $5,995 – $14,564

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Hazard, KY

2018 Ford E-Series Cutaway Base

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

2018 Ford E-Series Cutaway Base

Hazard, KY

UnscoredInsufficient · 4
$11,990244,796 mi

Comparison: 4 similar vehicles

Hazard, KY

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Hazard, KY

Unscored
$11,990187,320 mi

Comparison: 5 similar vehicles

Hazard, KY

2018 Jeep Cherokee Latitude

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

2018 Jeep Cherokee Latitude

Hazard, KY

Fair PriceModerate · 23
$11,99585,225 mi

Market: $5,995 – $16,495

Comparison: 23 similar vehicles

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

Hazard, KY

2019 Ford Fusion S

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

2019 Ford Fusion S

Hazard, KY

Unscored
$11,99680,507 mi

Comparison: 7 similar vehicles

Hazard, KY

2009 Dodge Ram 1500 Pickup SLT

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

2009 Dodge Ram 1500 Pickup SLT

Hazard, KY

Unscored
$12,490133,669 mi

Comparison: 10 similar vehicles

Hazard, KY

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Hazard, KY

Fair PriceRobust · 139
$12,990106,530 mi

Market: $5,900 – $28,995

Comparison: 139 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Hazard, KY

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Hazard, KY

Fair PriceRobust · 197
$13,50085,882 mi

Market: $4,500 – $24,781

Comparison: 197 similar vehicles

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

Hazard, KY

2024 Chevrolet Malibu 1FL

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

2024 Chevrolet Malibu 1FL

Hazard, KY

Unscored
$13,99098,283 mi

Comparison: 9 similar vehicles

Hazard, KY

2019 Jeep Renegade Trailhawk

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

2019 Jeep Renegade Trailhawk

Hazard, KY

Fair PriceLimited · 11
$13,99680,900 mi

Market: $10,800 – $18,912

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Hazard, KY

2018 Hyundai Tucson Value

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

2018 Hyundai Tucson Value

Hazard, KY

Fair PriceRobust · 66
$14,49080,066 mi

Market: $10,920 – $17,147

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Hazard, KY

2021 Ford EcoSport S

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

2021 Ford EcoSport S

Hazard, KY

UnscoredInsufficient · 3
$14,50046,611 mi

Comparison: 3 similar vehicles

Hazard, KY

2022 Chevrolet Equinox 1FL

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

2022 Chevrolet Equinox 1FL

Hazard, KY

Fair PriceModerate · 44
$14,99096,490 mi

Market: $13,999 – $19,995

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Hazard, KY

2024 Nissan Versa Sedan S

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

2024 Nissan Versa Sedan S

Hazard, KY

Unscored
$14,99667,868 mi

Comparison: 8 similar vehicles

Hazard, KY

2022 Kia K5 LX

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

2022 Kia K5 LX

Hazard, KY

Unscored
$14,99680,864 mi

Comparison: 5 similar vehicles

Hazard, KY

2021 Volkswagen Tiguan SE

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

2021 Volkswagen Tiguan SE

Hazard, KY

Fair PriceRobust · 121
$14,99672,656 mi

Market: $9,000 – $19,148

Comparison: 121 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 364 days listed (based on current market benchmarks)

Hazard, KY

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Hazard, KY

Unscored
$15,490108,259 mi

Comparison: 10 similar vehicles

Hazard, KY

2022 Kia Seltos S

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

2022 Kia Seltos S

Hazard, KY

Fair PriceLimited · 14
$15,80093,719 mi

Market: $14,995 – $18,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Hazard, KY

2021 Hyundai Santa Fe SEL

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

2021 Hyundai Santa Fe SEL

Hazard, KY

Fair PriceRobust · 103
$15,990114,017 mi

Market: $13,900 – $21,995

Comparison: 103 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 158 days listed (based on current market benchmarks)

Hazard, KY

2022 Nissan Altima S

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

2022 Nissan Altima S

Hazard, KY

Fair PriceModerate · 39
$15,99684,564 mi

Market: $9,950 – $16,578

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Hazard, KY

2022 Nissan Sentra SV

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

2022 Nissan Sentra SV

Hazard, KY

Fair PriceLimited · 17
$15,99642,085 mi

Market: $15,990 – $18,677

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 160 days listed (based on current market benchmarks)

Hazard, KY

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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