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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 5, 2026

6.8M+

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

374 listings found

2012 Subaru Outback Limited

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

2012 Subaru Outback Limited

Maplewood, NJ

Unscored
$4,097172,388 mi

Comparison: 38 similar vehicles

Maplewood, NJ

2014 Dodge Dart SXT

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

2014 Dodge Dart SXT

Maplewood, NJ

Unscored
$4,995125,011 mi

Comparison: 18 similar vehicles

Maplewood, NJ

2012 Hyundai Elantra Limited

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

2012 Hyundai Elantra Limited

Maplewood, NJ

Unscored
$5,897101,340 mi

Comparison: 8 similar vehicles

Maplewood, NJ

2015 Mercedes-Benz GL-Class GL450

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

2015 Mercedes-Benz GL-Class GL450

Maplewood, NJ

Unscored
$7,995145,159 mi

Comparison: 7 similar vehicles

Maplewood, NJ

2016 Ford Expedition XLT

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

2016 Ford Expedition XLT

Maplewood, NJ

Unscored
$8,995149,179 mi

Comparison: 18 similar vehicles

Maplewood, NJ

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Maplewood, NJ

Fair PriceLimited · 17
$8,995114,398 mi

Market: $3,386 – $14,990

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Maplewood, NJ

2014 Mercedes-Benz C-Class C250 Sport

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

2014 Mercedes-Benz C-Class C250 Sport

Maplewood, NJ

UnscoredInsufficient · 3
$8,99599,431 mi

Comparison: 3 similar vehicles

Maplewood, NJ

2015 Nissan Murano SL

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

2015 Nissan Murano SL

Maplewood, NJ

Unscored
$9,995131,275 mi

Comparison: 13 similar vehicles

Maplewood, NJ

2015 Audi Q5 Premium Plus

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

2015 Audi Q5 Premium Plus

Maplewood, NJ

Unscored
$9,995151,880 mi

Comparison: 40 similar vehicles

Maplewood, NJ

2013 BMW 7 Series 740i

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

2013 BMW 7 Series 740i

Maplewood, NJ

Salvage title
$9,99595,419 mi

Maplewood, NJ

2007 Jaguar XK Series XKR Convertible Supercharged

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

2007 Jaguar XK Series XKR Convertible Supercharged

Maplewood, NJ

UnscoredInsufficient · 0
$9,995113,052 mi

Maplewood, NJ

2018 Audi A6 Premium

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

2018 Audi A6 Premium

Maplewood, NJ

UnscoredInsufficient · 4
$10,995104,140 mi

Comparison: 4 similar vehicles

Maplewood, NJ

2020 Jeep Compass Sun & Wheel

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

2020 Jeep Compass Sun & Wheel

Maplewood, NJ

UnscoredInsufficient · 0
$11,39796,013 mi

Maplewood, NJ

2017 Buick Enclave Leather

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

2017 Buick Enclave Leather

Maplewood, NJ

Unscored
$12,19787,033 mi

Comparison: 7 similar vehicles

Maplewood, NJ

2019 Jeep Grand Cherokee Altitude

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

2019 Jeep Grand Cherokee Altitude

Maplewood, NJ

Unscored
$12,995139,426 mi

Comparison: 57 similar vehicles

Maplewood, NJ

2016 FIAT 500X Trekking

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

2016 FIAT 500X Trekking

Maplewood, NJ

OverpricedLimited · 16
$12,99574,584 mi

Market: $2,300 – $12,485

Comparison: 16 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Maplewood, NJ

2007 Ford Econoline Wagon XLT

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

2007 Ford Econoline Wagon XLT

Maplewood, NJ

UnscoredInsufficient · 0
$12,99579,684 mi

Maplewood, NJ

2016 Honda CR-V SE

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

2016 Honda CR-V SE

Maplewood, NJ

Fair PriceModerate · 37
$12,997118,611 mi

Market: $8,799 – $19,995

Comparison: 37 similar vehicles

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

Maplewood, NJ

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Maplewood, NJ

Fair PriceModerate · 25
$12,997104,079 mi

Market: $6,995 – $13,454

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Maplewood, NJ

2015 Mazda CX-9 Touring

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

2015 Mazda CX-9 Touring

Maplewood, NJ

Unscored
$12,997101,920 mi

Comparison: 5 similar vehicles

Maplewood, NJ

2017 Honda Accord Sport SE

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

2017 Honda Accord Sport SE

Maplewood, NJ

Fair PriceModerate · 26
$13,995116,522 mi

Market: $5,995 – $19,999

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Maplewood, NJ

2005 INFINITI FX 35

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

2005 INFINITI FX 35

Maplewood, NJ

UnscoredInsufficient · 0
$13,99547,299 mi

Maplewood, NJ

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Maplewood, NJ

Fair PriceRobust · 73
$14,995117,611 mi

Market: $6,799 – $49,600

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Maplewood, NJ

1984 Mercedes-Benz 300

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

1984 Mercedes-Benz 300

Maplewood, NJ

UnscoredInsufficient · 0
$14,995148,232 mi

Maplewood, 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

Maplewood, NJ

Unscored
$15,995121,212 mi

Comparison: 13 similar vehicles

Maplewood, NJ

2019 INFINITI QX50 Essential

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

2019 INFINITI QX50 Essential

Maplewood, NJ

Fair PriceModerate · 21
$16,99578,863 mi

Market: $11,196 – $18,894

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Maplewood, NJ

2019 Mercedes-Benz A-Class A220

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

2019 Mercedes-Benz A-Class A220

Maplewood, NJ

Unscored
$16,99557,619 mi

Comparison: 8 similar vehicles

Maplewood, NJ

2015 RAM 1500 Pickup Laramie

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

2015 RAM 1500 Pickup Laramie

Maplewood, NJ

Unscored
$16,995139,057 mi

Comparison: 5 similar vehicles

Maplewood, NJ

2022 Audi Q3 Premium

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

2022 Audi Q3 Premium

Maplewood, NJ

UnscoredInsufficient · 3
$17,19762,308 mi

Comparison: 3 similar vehicles

Maplewood, NJ

2015 Lexus GS 350

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

2015 Lexus GS 350

Maplewood, NJ

UnscoredInsufficient · 4
$17,995105,270 mi

Comparison: 4 similar vehicles

Maplewood, NJ

2019 Honda Odyssey EX-L

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

2019 Honda Odyssey EX-L

Maplewood, NJ

Fair PriceRobust · 58
$18,897100,177 mi

Market: $10,899 – $26,245

Comparison: 58 similar vehicles

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

Maplewood, NJ

2021 Jeep Cherokee Limited

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

2021 Jeep Cherokee Limited

Maplewood, NJ

Fair PriceLimited · 11
$19,49740,177 mi

Market: $18,444 – $23,470

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Maplewood, NJ

2020 Audi Q5 Premium

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

2020 Audi Q5 Premium

Maplewood, NJ

UnscoredInsufficient · 3
$20,39745,366 mi

Comparison: 3 similar vehicles

Maplewood, NJ

2017 Toyota Highlander SE

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

2017 Toyota Highlander SE

Maplewood, NJ

Fair PriceRobust · 58
$20,997101,186 mi

Market: $18,350 – $23,662

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Maplewood, NJ

2021 BMW X3 30i

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

2021 BMW X3 30i

Maplewood, NJ

Fair PriceLimited · 12
$21,19755,076 mi

Market: $21,816 – $40,995

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 51 days listed (based on current market benchmarks)

Maplewood, NJ

2024 Audi A4 Premium Plus

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

2024 Audi A4 Premium Plus

Maplewood, NJ

Unscored
$21,39755,795 mi

Comparison: 6 similar vehicles

Maplewood, NJ

2025 Buick Envista Preferred

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

2025 Buick Envista Preferred

Maplewood, NJ

Fair PriceLimited · 13
$21,79715,972 mi

Market: $21,299 – $26,500

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Maplewood, NJ

2024 Volkswagen Taos SE

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

2024 Volkswagen Taos SE

Maplewood, NJ

Fair PriceModerate · 38
$22,09728,274 mi

Market: $21,155 – $24,097

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Maplewood, NJ

2023 Subaru Legacy Limited

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

2023 Subaru Legacy Limited

Maplewood, NJ

UnscoredInsufficient · 0
$22,49729,051 mi

Maplewood, NJ

2021 Alfa Romeo Stelvio Ti Sport

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

2021 Alfa Romeo Stelvio Ti Sport

Maplewood, NJ

UnscoredInsufficient · 0
$22,69746,999 mi

Maplewood, NJ

2018 Land Rover Range Rover Sport HSE

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

2018 Land Rover Range Rover Sport HSE

Maplewood, NJ

OverpricedLimited · 17
$22,995111,813 mi

Market: $15,500 – $22,495

Comparison: 17 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Maplewood, NJ

2024 Volkswagen Taos SEL

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

2024 Volkswagen Taos SEL

Maplewood, NJ

Unscored
$24,3979,425 mi

Comparison: 8 similar vehicles

Maplewood, NJ

2021 Hyundai Palisade Calligraphy

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

2021 Hyundai Palisade Calligraphy

Maplewood, NJ

Unscored
$25,99572,157 mi

Comparison: 8 similar vehicles

Maplewood, NJ

2024 Mazda CX-5 Carbon Turbo

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

2024 Mazda CX-5 Carbon Turbo

Maplewood, NJ

Great DealModerate · 28
$26,09725,869 mi

Market: $28,775 – $31,086

Comparison: 28 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 64 days listed (based on current market benchmarks)

Maplewood, NJ

2021 Toyota Highlander XLE

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

2021 Toyota Highlander XLE

Maplewood, NJ

Fair PriceRobust · 55
$26,99568,326 mi

Market: $21,995 – $33,991

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Maplewood, NJ

2021 Porsche Macan Base

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

2021 Porsche Macan Base

Maplewood, NJ

Unscored
$27,99758,779 mi

Comparison: 5 similar vehicles

Maplewood, NJ

2024 Volkswagen Atlas Cross Sport SEL R-LINE

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

2024 Volkswagen Atlas Cross Sport SEL R-LINE

Maplewood, NJ

Unscored
$28,29751,399 mi

Comparison: 15 similar vehicles

Maplewood, NJ

2023 Audi Q5 Premium Plus

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

2023 Audi Q5 Premium Plus

Maplewood, NJ

Unscored
$28,29750,016 mi

Comparison: 9 similar vehicles

Maplewood, NJ

2023 Audi A5 Sportback Premium Plus

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

2023 Audi A5 Sportback Premium Plus

Maplewood, NJ

Unscored
$30,59713,123 mi

Comparison: 6 similar vehicles

Maplewood, NJ

2023 Audi Q8 Premium Plus

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

2023 Audi Q8 Premium Plus

Maplewood, NJ

Unscored
$32,19760,205 mi

Comparison: 6 similar vehicles

Maplewood, NJ

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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