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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 7, 2026

7.1M+

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

655 listings found

2008 Buick Lucerne CXL

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

2008 Buick Lucerne CXL

Watchung, NJ

Unscored
$2,890105,069 mi

Comparison: 22 similar vehicles

Watchung, NJ

2010 Mercedes-Benz R-Class R350

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

2010 Mercedes-Benz R-Class R350

Watchung, NJ

UnscoredInsufficient · 0
$6,990119,783 mi

Watchung, NJ

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Watchung, NJ

Unscored
$7,990156,207 mi

Comparison: 35 similar vehicles

Watchung, NJ

2010 Cadillac DTS Base

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

2010 Cadillac DTS Base

Watchung, NJ

UnscoredInsufficient · 0
$9,49954,023 mi

Watchung, NJ

2016 BMW X5 xDrive35i

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

2016 BMW X5 xDrive35i

Watchung, NJ

Fair PriceModerate · 30
$10,990104,398 mi

Market: $7,495 – $25,450

Comparison: 30 similar vehicles

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

Watchung, NJ

2016 Cadillac SRX Luxury Collection

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

2016 Cadillac SRX Luxury Collection

Watchung, NJ

Unscored
$11,19999,809 mi

Comparison: 9 similar vehicles

Watchung, NJ

2022 Ford Escape SE

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

2022 Ford Escape SE

Watchung, NJ

Fair PriceLimited · 19
$11,99097,230 mi

Market: $6,999 – $19,767

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Watchung, NJ

2017 GMC Sierra 1500 SLE

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

2017 GMC Sierra 1500 SLE

Watchung, NJ

UnscoredInsufficient · 3
$11,990185,618 mi

Comparison: 3 similar vehicles

Watchung, NJ

2017 Volvo XC90 Momentum

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

2017 Volvo XC90 Momentum

Watchung, NJ

Fair PriceLimited · 17
$12,995105,345 mi

Market: $9,999 – $19,170

Comparison: 17 similar vehicles

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

Watchung, NJ

2022 Mitsubishi Outlander Sport SE

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

2022 Mitsubishi Outlander Sport SE

Watchung, NJ

Fair PriceLimited · 14
$13,49064,239 mi

Market: $12,500 – $17,675

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Watchung, NJ

2018 Ford Explorer Sport

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

2018 Ford Explorer Sport

Watchung, NJ

Fair PriceLimited · 14
$13,490113,576 mi

Market: $11,995 – $20,995

Comparison: 14 similar vehicles

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

Watchung, NJ

No Photo

2018 BMW X3 xDrive30i

Watchung, NJ

Fair PriceModerate · 40
$13,599100,320 mi

Market: $9,800 – $18,995

Comparison: 40 similar vehicles

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

Watchung, NJ

2019 Ford Fusion Hybrid SE

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

2019 Ford Fusion Hybrid SE

Watchung, NJ

UnscoredInsufficient · 0
$13,69059,909 mi

Watchung, NJ

2022 Mitsubishi Outlander Sport SE

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

2022 Mitsubishi Outlander Sport SE

Watchung, NJ

Great DealLimited · 12
$13,99059,235 mi

Market: $15,500 – $19,089

Comparison: 12 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 85 days listed (based on current market benchmarks)

Watchung, NJ

2022 Mitsubishi Outlander Sport ES

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

2022 Mitsubishi Outlander Sport ES

Watchung, NJ

UnscoredInsufficient · 3
$13,99064,786 mi

Comparison: 3 similar vehicles

Watchung, NJ

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Watchung, NJ

Fair PriceLimited · 13
$13,990117,955 mi

Market: $4,399 – $14,590

Comparison: 13 similar vehicles

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

Watchung, NJ

2019 Nissan Maxima SL

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

2019 Nissan Maxima SL

Watchung, NJ

UnscoredInsufficient · 4
$14,89089,869 mi

Comparison: 4 similar vehicles

Watchung, NJ

2020 Volkswagen Passat SEL

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

2020 Volkswagen Passat SEL

Watchung, NJ

UnscoredInsufficient · 0
$14,99048,492 mi

Watchung, NJ

2017 Ford Edge Titanium

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

2017 Ford Edge Titanium

Watchung, NJ

OverpricedLimited · 13
$15,49076,914 mi

Market: $7,995 – $14,594

Comparison: 13 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Watchung, NJ

2023 Volkswagen Jetta Sport

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

2023 Volkswagen Jetta Sport

Watchung, NJ

Unscored
$15,99065,313 mi

Comparison: 7 similar vehicles

Watchung, NJ

2020 Hyundai Kona Limited

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

2020 Hyundai Kona Limited

Watchung, NJ

UnscoredInsufficient · 0
$15,99055,966 mi

Watchung, NJ

2018 Toyota Highlander XLE

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

2018 Toyota Highlander XLE

Watchung, NJ

Unscored
$15,990153,710 mi

Comparison: 41 similar vehicles

Watchung, NJ

2017 Ford Mustang EcoBoost

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

2017 Ford Mustang EcoBoost

Watchung, NJ

Unscored
$15,99070,629 mi

Comparison: 7 similar vehicles

Watchung, NJ

2021 Hyundai Santa Fe SE

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

2021 Hyundai Santa Fe SE

Watchung, NJ

Unscored
$15,99981,125 mi

Comparison: 8 similar vehicles

Watchung, NJ

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Watchung, NJ

Unscored
$16,45342,115 mi

Comparison: 8 similar vehicles

Watchung, NJ

2023 Ford Escape PHEV

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

2023 Ford Escape PHEV

Watchung, NJ

Fair PriceLimited · 14
$16,590111,541 mi

Market: $16,900 – $43,777

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 9 days listed (based on current market benchmarks)

Watchung, NJ

2025 Volkswagen Jetta SE

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

2025 Volkswagen Jetta SE

Watchung, NJ

UnscoredInsufficient · 3
$16,99058,162 mi

Comparison: 3 similar vehicles

Watchung, NJ

2024 Mazda Mazda3 Select Sport

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

2024 Mazda Mazda3 Select Sport

Watchung, NJ

Unscored
$16,99062,381 mi

Comparison: 9 similar vehicles

Watchung, NJ

2021 Audi Q5 Premium Plus

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

2021 Audi Q5 Premium Plus

Watchung, NJ

Fair PriceModerate · 30
$16,99078,265 mi

Market: $15,098 – $34,995

Comparison: 30 similar vehicles

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

Watchung, NJ

2020 Jaguar F-Pace R-Sport

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

2020 Jaguar F-Pace R-Sport

Watchung, NJ

UnscoredInsufficient · 0
$16,99090,621 mi

Watchung, NJ

2015 Lexus RX F Sport

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

2015 Lexus RX F Sport

Watchung, NJ

UnscoredInsufficient · 3
$17,37989,111 mi

Comparison: 3 similar vehicles

Watchung, NJ

2018 Mercedes-Benz GLC GLC300

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

2018 Mercedes-Benz GLC GLC300

Watchung, NJ

Fair PriceRobust · 50
$17,39082,492 mi

Market: $11,750 – $26,995

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Watchung, NJ

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Watchung, NJ

Unscored
$17,499119,134 mi

Comparison: 9 similar vehicles

Watchung, NJ

2022 Ford Escape Titanium

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

2022 Ford Escape Titanium

Watchung, NJ

Fair PriceLimited · 18
$17,88961,049 mi

Market: $15,594 – $27,345

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 333 days listed (based on current market benchmarks)

Watchung, NJ

2020 Volkswagen Tiguan SEL

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

2020 Volkswagen Tiguan SEL

Watchung, NJ

Fair PriceLimited · 18
$17,99060,629 mi

Market: $9,887 – $21,170

Comparison: 18 similar vehicles

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

Watchung, NJ

2018 Audi A5 Cabriolet Premium Plus

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

2018 Audi A5 Cabriolet Premium Plus

Watchung, NJ

Unscored
$17,99077,854 mi

Comparison: 5 similar vehicles

Watchung, NJ

2018 Chevrolet Suburban Premier

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

2018 Chevrolet Suburban Premier

Watchung, NJ

Unscored
$18,990111,886 mi

Comparison: 7 similar vehicles

Watchung, NJ

2021 Audi Q5 Premium Plus

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

2021 Audi Q5 Premium Plus

Watchung, NJ

Fair PriceModerate · 30
$19,29583,475 mi

Market: $15,098 – $34,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Watchung, NJ

2023 Ford Escape ST-Line

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

2023 Ford Escape ST-Line

Watchung, NJ

Unscored
$19,49038,461 mi

Comparison: 6 similar vehicles

Watchung, NJ

2019 Mazda CX-9 Touring

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

2019 Mazda CX-9 Touring

Watchung, NJ

UnscoredInsufficient · 0
$19,49045,259 mi

Watchung, NJ

2022 Jeep Renegade Limited

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

2022 Jeep Renegade Limited

Watchung, NJ

Fair PriceLimited · 15
$20,36415,059 mi

Market: $20,640 – $23,129

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 261 days listed (based on current market benchmarks)

Watchung, NJ

2019 Ford F-250 Super Duty XL

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

2019 Ford F-250 Super Duty XL

Watchung, NJ

Unscored
$20,889163,422 mi

Comparison: 10 similar vehicles

Watchung, NJ

2023 Ford Escape Active

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

2023 Ford Escape Active

Watchung, NJ

Fair PriceModerate · 37
$20,99020,707 mi

Market: $16,500 – $25,599

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Watchung, NJ

2026 Mitsubishi Outlander Sport LE

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

2026 Mitsubishi Outlander Sport LE

Watchung, NJ

UnscoredInsufficient · 4
$20,99519,419 mi

Comparison: 4 similar vehicles

Watchung, NJ

2020 Toyota Highlander LE

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

2020 Toyota Highlander LE

Watchung, NJ

Fair PriceLimited · 16
$21,54995,328 mi

Market: $20,500 – $25,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 139 days listed (based on current market benchmarks)

Watchung, NJ

2023 Hyundai Santa Fe SEL

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

2023 Hyundai Santa Fe SEL

Watchung, NJ

Fair PriceModerate · 27
$21,60345,013 mi

Market: $19,986 – $23,833

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 263 days listed (based on current market benchmarks)

Watchung, NJ

2020 Mercedes-Benz GLB Base

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

2020 Mercedes-Benz GLB Base

Watchung, NJ

Unscored
$21,89047,304 mi

Comparison: 7 similar vehicles

Watchung, NJ

2020 Cadillac CT4 Luxury

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

2020 Cadillac CT4 Luxury

Watchung, NJ

UnscoredInsufficient · 0
$22,32949,089 mi

Watchung, NJ

2021 Jaguar F-Pace R-Dynamic S

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

2021 Jaguar F-Pace R-Dynamic S

Watchung, NJ

UnscoredInsufficient · 0
$22,490105,770 mi

Watchung, NJ

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Watchung, NJ

Fair PriceModerate · 26
$22,51626,266 mi

Market: $20,594 – $30,171

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 233 days listed (based on current market benchmarks)

Watchung, NJ

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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 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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