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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

440 listings found

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Millville, NJ

Fair PriceModerate · 25
$5,995107,135 mi

Market: $2,950 – $8,425

Comparison: 25 similar vehicles

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

Millville, NJ

2002 GMC Sonoma SL

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

2002 GMC Sonoma SL

Millville, NJ

UnscoredInsufficient · 0
$5,999172,508 mi

Millville, NJ

2013 Mazda MAZDA3 i Touring

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

2013 Mazda MAZDA3 i Touring

Millville, NJ

UnscoredInsufficient · 3
$6,495131,094 mi

Comparison: 3 similar vehicles

Millville, NJ

2005 Dodge Dakota ST

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

2005 Dodge Dakota ST

Millville, NJ

UnscoredInsufficient · 3
$6,995148,511 mi

Comparison: 3 similar vehicles

Millville, NJ

2013 Honda Civic EX

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

2013 Honda Civic EX

Millville, NJ

UnscoredInsufficient · 3
$6,999167,541 mi

Comparison: 3 similar vehicles

Millville, NJ

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Millville, NJ

Fair PriceRobust · 57
$7,99583,907 mi

Market: $2,495 – $8,999

Comparison: 57 similar vehicles

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

Millville, NJ

2015 Nissan Frontier SV

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

2015 Nissan Frontier SV

Millville, NJ

Unscored
$8,600209,000 mi

Comparison: 18 similar vehicles

Millville, NJ

2013 Honda Civic LX

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

2013 Honda Civic LX

Millville, NJ

Unscored
$8,995136,571 mi

Comparison: 11 similar vehicles

Millville, NJ

2007 Ford Explorer Sport Trac Limited

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

2007 Ford Explorer Sport Trac Limited

Millville, NJ

Unscored
$8,995102,951 mi

Comparison: 5 similar vehicles

Millville, NJ

2015 Volkswagen Eos Komfort Edition

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

2015 Volkswagen Eos Komfort Edition

Millville, NJ

UnscoredInsufficient · 0
$8,999103,460 mi

Millville, NJ

2008 Honda Ridgeline RTL

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

2008 Honda Ridgeline RTL

Millville, NJ

Unscored
$9,999131,253 mi

Comparison: 9 similar vehicles

Millville, NJ

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Millville, NJ

Fair PriceLimited · 10
$10,190118,075 mi

Market: $6,500 – $13,695

Comparison: 10 similar vehicles

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

Millville, NJ

2015 RAM 1500 Pickup Express

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

2015 RAM 1500 Pickup Express

Millville, NJ

Unscored
$10,500183,000 mi

Comparison: 5 similar vehicles

Millville, NJ

2016 Audi A4 Premium Plus

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

2016 Audi A4 Premium Plus

Millville, NJ

Unscored
$10,995123,006 mi

Comparison: 5 similar vehicles

Millville, NJ

2013 Honda Civic LX

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

2013 Honda Civic LX

Millville, NJ

Unscored
$11,358128,322 mi

Comparison: 11 similar vehicles

Millville, NJ

2015 Chrysler 300 Limited

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

2015 Chrysler 300 Limited

Millville, NJ

Fair PriceLimited · 15
$11,400100,502 mi

Market: $6,999 – $14,990

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Millville, NJ

2016 Toyota Corolla L

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

2016 Toyota Corolla L

Millville, NJ

UnscoredInsufficient · 4
$11,590111,509 mi

Comparison: 4 similar vehicles

Millville, NJ

2008 Buick Lucerne CX

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

2008 Buick Lucerne CX

Millville, NJ

UnscoredInsufficient · 0
$11,99032,791 mi

Millville, NJ

2016 Acura TLX Base

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

2016 Acura TLX Base

Millville, NJ

Unscored
$12,690127,046 mi

Comparison: 39 similar vehicles

Millville, NJ

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Millville, NJ

Fair PriceLimited · 18
$12,99380,609 mi

Market: $8,900 – $17,395

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 149 days listed (based on current market benchmarks)

Millville, NJ

2015 Mercedes-Benz C-Class C300

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

2015 Mercedes-Benz C-Class C300

Millville, NJ

Unscored
$12,99398,891 mi

Comparison: 5 similar vehicles

Millville, NJ

2015 Acura TLX Base

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

2015 Acura TLX Base

Millville, NJ

UnscoredInsufficient · 3
$13,190115,218 mi

Comparison: 3 similar vehicles

Millville, NJ

2016 Ford Explorer Limited

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

2016 Ford Explorer Limited

Millville, NJ

Fair PriceRobust · 155
$13,593113,521 mi

Market: $3,200 – $31,000

Comparison: 155 similar vehicles

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

Millville, NJ

2018 Jeep Grand Cherokee Laredo E

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

2018 Jeep Grand Cherokee Laredo E

Millville, NJ

UnscoredInsufficient · 4
$13,987110,336 mi

Comparison: 4 similar vehicles

Millville, NJ

2016 Honda Accord Sport

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

2016 Honda Accord Sport

Millville, NJ

Unscored
$14,190125,976 mi

Comparison: 63 similar vehicles

Millville, NJ

2019 Honda Civic LX

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

2019 Honda Civic LX

Millville, NJ

UnscoredInsufficient · 3
$14,692121,113 mi

Comparison: 3 similar vehicles

Millville, NJ

2016 RAM 1500 Pickup Express

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

2016 RAM 1500 Pickup Express

Millville, NJ

UnscoredInsufficient · 3
$14,980138,868 mi

Comparison: 3 similar vehicles

Millville, NJ

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Millville, NJ

Fair PriceModerate · 21
$15,59084,151 mi

Market: $4,400 – $20,900

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Millville, NJ

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Millville, NJ

Fair PriceRobust · 115
$15,658102,311 mi

Market: $4,800 – $20,999

Comparison: 115 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Millville, NJ

2022 Kia Sportage LX

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

2022 Kia Sportage LX

Millville, NJ

UnscoredInsufficient · 4
$15,68065,589 mi

Comparison: 4 similar vehicles

Millville, NJ

2018 Honda Accord LX

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

2018 Honda Accord LX

Millville, NJ

Unscored
$15,690107,310 mi

Comparison: 7 similar vehicles

Millville, NJ

2017 Acura TLX Base

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

2017 Acura TLX Base

Millville, NJ

Fair PriceLimited · 18
$15,690102,397 mi

Market: $10,199 – $18,753

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Millville, NJ

2017 Honda CR-V EX-L

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

2017 Honda CR-V EX-L

Millville, NJ

Unscored
$15,851124,778 mi

Comparison: 15 similar vehicles

Millville, NJ

2015 Honda CR-V EX

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

2015 Honda CR-V EX

Millville, NJ

Unscored
$15,888111,064 mi

Comparison: 7 similar vehicles

Millville, NJ

2017 Dodge Charger SXT

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

2017 Dodge Charger SXT

Millville, NJ

Fair PriceLimited · 18
$15,98294,678 mi

Market: $8,495 – $20,998

Comparison: 18 similar vehicles

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

Millville, NJ

2008 Toyota FJ Cruiser Base

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

2008 Toyota FJ Cruiser Base

Millville, NJ

Unscored
$15,995152,536 mi

Comparison: 30 similar vehicles

Millville, NJ

2016 Ford Explorer Sport

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

2016 Ford Explorer Sport

Millville, NJ

UnscoredInsufficient · 3
$16,11984,049 mi

Comparison: 3 similar vehicles

Millville, NJ

2017 Land Rover Range Rover Sport HSE

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

2017 Land Rover Range Rover Sport HSE

Millville, NJ

UnscoredInsufficient · 3
$16,59079,701 mi

Comparison: 3 similar vehicles

Millville, NJ

2019 Ford Edge Titanium

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

2019 Ford Edge Titanium

Millville, NJ

Unscored
$16,68989,764 mi

Comparison: 7 similar vehicles

Millville, NJ

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Millville, NJ

Fair PriceModerate · 21
$16,99067,789 mi

Market: $4,400 – $18,295

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Millville, NJ

2016 Honda Pilot EX-L

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

2016 Honda Pilot EX-L

Millville, NJ

OverpricedLimited · 10
$17,090111,686 mi

Market: $10,994 – $16,989

Comparison: 10 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Millville, NJ

2017 Honda Pilot EX-L

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

2017 Honda Pilot EX-L

Millville, NJ

Unscored
$17,690105,461 mi

Comparison: 6 similar vehicles

Millville, NJ

2020 Nissan Titan S

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

2020 Nissan Titan S

Millville, NJ

UnscoredInsufficient · 0
$17,691127,141 mi

Millville, NJ

2016 Chevrolet Silverado 1500 LT Z71

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

2016 Chevrolet Silverado 1500 LT Z71

Millville, NJ

Fair PriceModerate · 24
$17,890118,461 mi

Market: $8,298 – $20,994

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Millville, NJ

2024 Mitsubishi Mirage SE

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

2024 Mitsubishi Mirage SE

Millville, NJ

UnscoredInsufficient · 0
$17,9122,902 mi

Millville, NJ

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Millville, NJ

UnscoredInsufficient · 0
$17,99039,372 mi

Millville, NJ

2016 Toyota Highlander XLE

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

2016 Toyota Highlander XLE

Millville, NJ

Fair PriceLimited · 13
$18,590119,967 mi

Market: $14,995 – $20,595

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Millville, NJ

2020 Ford Escape Titanium

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

2020 Ford Escape Titanium

Millville, NJ

Fair PriceRobust · 73
$18,66879,477 mi

Market: $9,550 – $22,995

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Millville, NJ

2017 GMC Yukon XL SLE

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

2017 GMC Yukon XL SLE

Millville, NJ

UnscoredInsufficient · 0
$18,690123,920 mi

Millville, NJ

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Millville, NJ

Fair PriceModerate · 31
$18,99334,909 mi

Market: $16,440 – $20,995

Comparison: 31 similar vehicles

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

Millville, NJ

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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