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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 10, 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

35 listings found

2011 Dodge Grand Caravan Mainstreet

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

2011 Dodge Grand Caravan Mainstreet

Linden, PA

UnscoredInsufficient · 3
$4,995123,184 mi

Comparison: 3 similar vehicles

Linden, PA

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Linden, PA

Unscored
$5,495248,339 mi

Comparison: 81 similar vehicles

Linden, PA

2011 Chrysler Town & Country Limited

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

2011 Chrysler Town & Country Limited

Linden, PA

UnscoredInsufficient · 4
$5,49593,473 mi

Comparison: 4 similar vehicles

Linden, PA

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Linden, PA

Unscored
$5,995168,560 mi

Comparison: 119 similar vehicles

Linden, PA

2016 Dodge Journey R/T

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

2016 Dodge Journey R/T

Linden, PA

Unscored
$6,995154,751 mi

Comparison: 5 similar vehicles

Linden, PA

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Linden, PA

Unscored
$6,995134,988 mi

Comparison: 60 similar vehicles

Linden, PA

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Linden, PA

Unscored
$6,995123,898 mi

Comparison: 28 similar vehicles

Linden, PA

2013 Jeep Grand Cherokee Overland

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

2013 Jeep Grand Cherokee Overland

Linden, PA

Unscored
$7,495194,850 mi

Comparison: 9 similar vehicles

Linden, PA

2013 RAM Cargo Van Base

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

2013 RAM Cargo Van Base

Linden, PA

Unscored
$7,995116,943 mi

Comparison: 9 similar vehicles

Linden, PA

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

Linden, PA

Unscored
$9,900133,634 mi

Comparison: 103 similar vehicles

Linden, PA

2009 Chevrolet Avalanche LTZ

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

2009 Chevrolet Avalanche LTZ

Linden, PA

UnscoredInsufficient · 0
$9,995166,645 mi

Linden, PA

2015 Jeep Grand Cherokee Laredo E

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

2015 Jeep Grand Cherokee Laredo E

Linden, PA

Unscored
$10,500132,258 mi

Comparison: 73 similar vehicles

Linden, PA

2019 Chrysler Pacifica Touring Plus

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

2019 Chrysler Pacifica Touring Plus

Linden, PA

Fair PriceRobust · 63
$11,900115,604 mi

Market: $10,000 – $24,555

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Linden, PA

2018 Jeep Cherokee Limited

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

2018 Jeep Cherokee Limited

Linden, PA

Unscored
$12,900143,587 mi

Comparison: 83 similar vehicles

Linden, PA

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Linden, PA

Fair PriceRobust · 256
$12,995112,281 mi

Market: $5,999 – $17,895

Comparison: 256 similar vehicles

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

Linden, PA

2016 Lincoln MKX Select

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

2016 Lincoln MKX Select

Linden, PA

Fair PriceModerate · 35
$13,995110,863 mi

Market: $4,700 – $15,708

Comparison: 35 similar vehicles

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

Linden, PA

2018 Volkswagen Atlas S

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

2018 Volkswagen Atlas S

Linden, PA

Fair PriceLimited · 18
$14,99597,493 mi

Market: $8,500 – $15,998

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Linden, PA

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

Linden, PA

Fair PriceRobust · 144
$15,900113,847 mi

Market: $9,999 – $41,273

Comparison: 144 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Linden, PA

2012 Jeep Wrangler Unlimited Sahara

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

2012 Jeep Wrangler Unlimited Sahara

Linden, PA

Unscored
$15,995121,238 mi

Comparison: 62 similar vehicles

Linden, PA

2020 Land Rover Range Rover Evoque SE

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

2020 Land Rover Range Rover Evoque SE

Linden, PA

Fair PriceModerate · 26
$16,99598,183 mi

Market: $12,850 – $25,895

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Linden, PA

2014 Ford F-150 STX

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

2014 Ford F-150 STX

Linden, PA

Unscored
$16,995127,704 mi

Comparison: 8 similar vehicles

Linden, PA

2020 Land Rover Range Rover Evoque S

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

2020 Land Rover Range Rover Evoque S

Linden, PA

Fair PriceModerate · 25
$17,99576,077 mi

Market: $13,923 – $23,995

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Linden, PA

2018 BMW X3 xDrive30i

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

2018 BMW X3 xDrive30i

Linden, PA

Fair PriceRobust · 163
$18,99590,152 mi

Market: $8,200 – $20,998

Comparison: 163 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Linden, PA

2021 Subaru Impreza Premium

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

2021 Subaru Impreza Premium

Linden, PA

OverpricedModerate · 22
$19,50063,978 mi

Market: $12,495 – $18,995

Comparison: 22 similar vehicles

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

Linden, PA

2023 Hyundai Elantra SEL

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

2023 Hyundai Elantra SEL

Linden, PA

Unscored
$19,90024,508 mi

Comparison: 7 similar vehicles

Linden, PA

2021 RAM 2500 Pickup Tradesman

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

2021 RAM 2500 Pickup Tradesman

Linden, PA

UnscoredInsufficient · 3
$19,900166,872 mi

Comparison: 3 similar vehicles

Linden, PA

2023 Ford Bronco Sport Outer Banks

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

2023 Ford Bronco Sport Outer Banks

Linden, PA

Fair PriceRobust · 67
$21,99599,119 mi

Market: $18,998 – $27,145

Comparison: 67 similar vehicles

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

Linden, PA

2021 Hyundai Sonata N Line

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

2021 Hyundai Sonata N Line

Linden, PA

UnscoredInsufficient · 0
$22,99549,661 mi

Linden, PA

2020 Dodge Durango GT Plus

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

2020 Dodge Durango GT Plus

Linden, PA

Fair PriceRobust · 88
$22,99592,882 mi

Market: $10,500 – $27,999

Comparison: 88 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Linden, PA

2020 Dodge Durango GT Plus

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

2020 Dodge Durango GT Plus

Linden, PA

Fair PriceRobust · 88
$24,99577,013 mi

Market: $10,500 – $27,999

Comparison: 88 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Linden, PA

2016 Chevrolet Camaro 2SS

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

2016 Chevrolet Camaro 2SS

Linden, PA

Fair PriceLimited · 13
$25,99595,311 mi

Market: $22,995 – $33,670

Comparison: 13 similar vehicles

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

Linden, PA

2018 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2018 Chevrolet Silverado 3500 Chassis Cab Work Truck

Linden, PA

Unscored
$26,995116,365 mi

Comparison: 5 similar vehicles

Linden, PA

2021 Jeep Gladiator Mojave

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

2021 Jeep Gladiator Mojave

Linden, PA

Unscored
$33,99580,760 mi

Comparison: 8 similar vehicles

Linden, PA

2014 RAM 4500 Chassis Cab Tradesman

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

2014 RAM 4500 Chassis Cab Tradesman

Linden, PA

Unscored
$34,90090,000 mi

Comparison: 5 similar vehicles

Linden, PA

2022 Ford F-250 Super Duty XLT

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

2022 Ford F-250 Super Duty XLT

Linden, PA

Unscored
$37,995168,417 mi

Comparison: 10 similar vehicles

Linden, PA

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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