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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

56 listings found

2016 Kia Rio LX

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

2016 Kia Rio LX

Atlantic Beach, FL

UnscoredInsufficient · 3
$5,900179,451 mi

Comparison: 3 similar vehicles

Atlantic Beach, FL

2010 Acura RDX Base

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

2010 Acura RDX Base

Atlantic Beach, FL

UnscoredInsufficient · 0
$6,950222,214 mi

Atlantic Beach, FL

2007 Mercedes-Benz CLS-Class CLS550

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

2007 Mercedes-Benz CLS-Class CLS550

Atlantic Beach, FL

UnscoredInsufficient · 0
$7,000110,000 mi

Atlantic Beach, FL

2009 Volkswagen Routan SEL

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

2009 Volkswagen Routan SEL

Atlantic Beach, FL

UnscoredInsufficient · 3
$7,950184,884 mi

Comparison: 3 similar vehicles

Atlantic Beach, FL

2009 Volkswagen New Beetle Base

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

2009 Volkswagen New Beetle Base

Atlantic Beach, FL

UnscoredInsufficient · 0
$7,950117,172 mi

Atlantic Beach, FL

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Atlantic Beach, FL

UnscoredInsufficient · 0
$7,950223,420 mi

Atlantic Beach, FL

2018 Jeep Cherokee Latitude

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

2018 Jeep Cherokee Latitude

Atlantic Beach, FL

Unscored
$8,900146,760 mi

Comparison: 9 similar vehicles

Atlantic Beach, FL

2017 Volkswagen Passat R-Line

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

2017 Volkswagen Passat R-Line

Atlantic Beach, FL

Unscored
$9,950171,976 mi

Comparison: 28 similar vehicles

Atlantic Beach, FL

2013 Ford E-Series Econoline Van Commercial

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

2013 Ford E-Series Econoline Van Commercial

Atlantic Beach, FL

Unscored
$10,950202,192 mi

Comparison: 23 similar vehicles

Atlantic Beach, FL

2018 Volkswagen Tiguan SE

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

2018 Volkswagen Tiguan SE

Atlantic Beach, FL

Fair PriceModerate · 28
$11,900105,199 mi

Market: $10,451 – $12,000

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Atlantic Beach, FL

2019 Nissan NV Cargo SV

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

2019 Nissan NV Cargo SV

Atlantic Beach, FL

Unscored
$11,950239,749 mi

Comparison: 20 similar vehicles

Atlantic Beach, FL

2009 Ford E-Series Econoline Van Commercial

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

2009 Ford E-Series Econoline Van Commercial

Atlantic Beach, FL

UnscoredInsufficient · 0
$11,95035,933 mi

Atlantic Beach, FL

2017 Jaguar XF Premium

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

2017 Jaguar XF Premium

Atlantic Beach, FL

UnscoredInsufficient · 0
$12,90068,145 mi

Atlantic Beach, FL

2017 BMW 4 Series 430i

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

2017 BMW 4 Series 430i

Atlantic Beach, FL

Unscored
$12,900104,944 mi

Comparison: 8 similar vehicles

Atlantic Beach, FL

2014 Mercedes-Benz E-Class E350

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

2014 Mercedes-Benz E-Class E350

Atlantic Beach, FL

Fair PriceModerate · 22
$12,90096,842 mi

Market: $6,000 – $15,386

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Atlantic Beach, FL

2018 Nissan Frontier S

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

2018 Nissan Frontier S

Atlantic Beach, FL

Unscored
$13,950104,351 mi

Comparison: 6 similar vehicles

Atlantic Beach, FL

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Atlantic Beach, FL

Fair PriceModerate · 25
$14,90095,646 mi

Market: $8,900 – $22,558

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Atlantic Beach, FL

2017 GENESIS G80 Base

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

2017 GENESIS G80 Base

Atlantic Beach, FL

UnscoredInsufficient · 3
$14,900106,147 mi

Comparison: 3 similar vehicles

Atlantic Beach, FL

2019 Volkswagen Passat Wolfsburg Edition

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

2019 Volkswagen Passat Wolfsburg Edition

Atlantic Beach, FL

UnscoredInsufficient · 0
$15,90029,603 mi

Atlantic Beach, FL

2019 BMW 4 Series 430i

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

2019 BMW 4 Series 430i

Atlantic Beach, FL

Unscored
$15,900103,849 mi

Comparison: 8 similar vehicles

Atlantic Beach, FL

2017 Cadillac CTS Sedan Luxury

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

2017 Cadillac CTS Sedan Luxury

Atlantic Beach, FL

UnscoredInsufficient · 0
$15,90051,428 mi

Atlantic Beach, FL

2020 Ford F-150 XL

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

2020 Ford F-150 XL

Atlantic Beach, FL

Unscored
$15,950248,365 mi

Comparison: 12 similar vehicles

Atlantic Beach, FL

2016 Honda Odyssey Touring

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

2016 Honda Odyssey Touring

Atlantic Beach, FL

Unscored
$15,950178,337 mi

Comparison: 6 similar vehicles

Atlantic Beach, FL

2018 Cadillac XTS Luxury

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

2018 Cadillac XTS Luxury

Atlantic Beach, FL

Unscored
$16,90078,741 mi

Comparison: 6 similar vehicles

Atlantic Beach, FL

2019 Mercedes-Benz GLC GLC300

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

2019 Mercedes-Benz GLC GLC300

Atlantic Beach, FL

Fair PriceLimited · 15
$17,50061,366 mi

Market: $15,489 – $20,795

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 154 days listed (based on current market benchmarks)

Atlantic Beach, FL

2021 Ford Mustang EcoBoost Premium

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

2021 Ford Mustang EcoBoost Premium

Atlantic Beach, FL

Unscored
$17,900104,562 mi

Comparison: 7 similar vehicles

Atlantic Beach, FL

2020 Land Rover Discovery SE

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

2020 Land Rover Discovery SE

Atlantic Beach, FL

UnscoredInsufficient · 4
$17,90080,754 mi

Comparison: 4 similar vehicles

Atlantic Beach, FL

2019 Tesla Model 3 Base

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

2019 Tesla Model 3 Base

Atlantic Beach, FL

Fair PriceLimited · 19
$18,90092,495 mi

Market: $12,900 – $22,794

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Atlantic Beach, FL

2021 Ford Transit Connect XL

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

2021 Ford Transit Connect XL

Atlantic Beach, FL

Unscored
$18,95085,811 mi

Comparison: 8 similar vehicles

Atlantic Beach, FL

2018 Porsche Macan S

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

2018 Porsche Macan S

Atlantic Beach, FL

UnscoredInsufficient · 3
$19,90084,018 mi

Comparison: 3 similar vehicles

Atlantic Beach, FL

2017 Mercedes-Benz E-Class E300

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

2017 Mercedes-Benz E-Class E300

Atlantic Beach, FL

OverpricedLimited · 11
$19,90060,773 mi

Market: $11,645 – $18,495

Comparison: 11 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Atlantic Beach, FL

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Atlantic Beach, FL

Fair PriceModerate · 39
$20,900119,346 mi

Market: $13,500 – $27,349

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Atlantic Beach, FL

2022 Dodge Durango GT Plus

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

2022 Dodge Durango GT Plus

Atlantic Beach, FL

Fair PriceModerate · 23
$21,90096,111 mi

Market: $19,999 – $27,038

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Atlantic Beach, FL

2020 Cadillac CT5 Sport

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

2020 Cadillac CT5 Sport

Atlantic Beach, FL

UnscoredInsufficient · 3
$21,900107,287 mi

Comparison: 3 similar vehicles

Atlantic Beach, FL

2019 BMW 7 Series 740i

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

2019 BMW 7 Series 740i

Atlantic Beach, FL

Fair PriceLimited · 10
$21,90086,317 mi

Market: $16,697 – $22,500

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Atlantic Beach, FL

2018 BMW 7 Series 740i

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

2018 BMW 7 Series 740i

Atlantic Beach, FL

Unscored
$21,90063,492 mi

Comparison: 5 similar vehicles

Atlantic Beach, FL

2020 BMW 7 Series 740i

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

2020 BMW 7 Series 740i

Atlantic Beach, FL

Great DealLimited · 13
$22,900101,672 mi

Market: $24,900 – $31,375

Comparison: 13 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 58 days listed (based on current market benchmarks)

Atlantic Beach, FL

2018 Mercedes-Benz E-Class E400

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

2018 Mercedes-Benz E-Class E400

Atlantic Beach, FL

OverpricedLimited · 10
$22,90079,978 mi

Market: $17,893 – $21,900

Comparison: 10 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Atlantic Beach, FL

2018 Mercedes-Benz SLC Roadster SLC300

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

2018 Mercedes-Benz SLC Roadster SLC300

Atlantic Beach, FL

UnscoredInsufficient · 0
$22,90070,119 mi

Atlantic Beach, FL

2018 Toyota Tacoma SR5

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

2018 Toyota Tacoma SR5

Atlantic Beach, FL

Unscored
$22,950175,421 mi

Comparison: 6 similar vehicles

Atlantic Beach, FL

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Atlantic Beach, FL

Fair PriceLimited · 15
$23,900102,016 mi

Market: $16,888 – $25,130

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Atlantic Beach, FL

2019 Chevrolet Silverado 1500 Custom

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

2019 Chevrolet Silverado 1500 Custom

Atlantic Beach, FL

Fair PriceLimited · 15
$24,900100,391 mi

Market: $16,895 – $28,295

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Atlantic Beach, FL

2019 Ford Transit Passenger Van XL

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

2019 Ford Transit Passenger Van XL

Atlantic Beach, FL

UnscoredInsufficient · 3
$24,950152,546 mi

Comparison: 3 similar vehicles

Atlantic Beach, FL

2019 BMW X7 40i

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

2019 BMW X7 40i

Atlantic Beach, FL

OverpricedLimited · 12
$25,900103,191 mi

Market: $21,995 – $23,195

Comparison: 12 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Atlantic Beach, FL

2016 Tesla Model S P100D

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

2016 Tesla Model S P100D

Atlantic Beach, FL

UnscoredInsufficient · 0
$26,900108,988 mi

Atlantic Beach, FL

2025 Chrysler Voyager LX

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

2025 Chrysler Voyager LX

Atlantic Beach, FL

UnscoredInsufficient · 0
$26,95083,457 mi

Atlantic Beach, FL

2015 Ford F-250 Super Duty Lariat

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

2015 Ford F-250 Super Duty Lariat

Atlantic Beach, FL

Unscored
$27,900168,926 mi

Comparison: 5 similar vehicles

Atlantic Beach, FL

2020 Ford F-150 Lariat

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

2020 Ford F-150 Lariat

Atlantic Beach, FL

Unscored
$28,90091,191 mi

Comparison: 6 similar vehicles

Atlantic Beach, FL

2013 Porsche Boxster Base

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

2013 Porsche Boxster Base

Atlantic Beach, FL

Unscored
$29,90094,936 mi

Comparison: 7 similar vehicles

Atlantic Beach, FL

2026 Chevrolet Colorado Work Truck

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

2026 Chevrolet Colorado Work Truck

Atlantic Beach, FL

Fair PriceModerate · 22
$32,9002,162 mi

Market: $28,083 – $42,259

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Atlantic Beach, FL

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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