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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 6, 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

720 listings found

2007 Cadillac DTS Luxury I

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

2007 Cadillac DTS Luxury I

Bowmansville, NY

UnscoredInsufficient · 0
$3,500114,260 mi

Bowmansville, NY

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Bowmansville, NY

UnscoredInsufficient · 3
$4,00092,361 mi

Comparison: 3 similar vehicles

Bowmansville, NY

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Bowmansville, NY

Unscored
$4,000170,489 mi

Comparison: 11 similar vehicles

Bowmansville, NY

2008 Dodge Nitro SLT

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

2008 Dodge Nitro SLT

Bowmansville, NY

UnscoredInsufficient · 0
$4,000149,163 mi

Bowmansville, NY

2007 Mercedes-Benz C-Class C280 Luxury

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

2007 Mercedes-Benz C-Class C280 Luxury

Bowmansville, NY

UnscoredInsufficient · 0
$4,000120,875 mi

Bowmansville, NY

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Bowmansville, NY

Unscored
$4,500179,916 mi

Comparison: 66 similar vehicles

Bowmansville, NY

2015 Chevrolet Cruze 2LT

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

2015 Chevrolet Cruze 2LT

Bowmansville, NY

Unscored
$4,500160,026 mi

Comparison: 9 similar vehicles

Bowmansville, NY

2014 Chevrolet Silverado 1500 Work Truck 1WT

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

2014 Chevrolet Silverado 1500 Work Truck 1WT

Bowmansville, NY

Unscored
$4,500157,370 mi

Comparison: 5 similar vehicles

Bowmansville, NY

2011 Buick Enclave CXL-1

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

2011 Buick Enclave CXL-1

Bowmansville, NY

Unscored
$4,500187,800 mi

Comparison: 6 similar vehicles

Bowmansville, NY

2007 Mercedes-Benz C-Class C230 Sport

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

2007 Mercedes-Benz C-Class C230 Sport

Bowmansville, NY

UnscoredInsufficient · 0
$4,500135,634 mi

Bowmansville, NY

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Bowmansville, NY

Unscored
$5,000188,314 mi

Comparison: 9 similar vehicles

Bowmansville, NY

2007 Ford F-150 XLT

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

2007 Ford F-150 XLT

Bowmansville, NY

Unscored
$5,000122,132 mi

Comparison: 7 similar vehicles

Bowmansville, NY

2007 Toyota Sienna LE

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

2007 Toyota Sienna LE

Bowmansville, NY

UnscoredInsufficient · 0
$5,499131,959 mi

Bowmansville, NY

2005 Lexus RX 330

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

2005 Lexus RX 330

Bowmansville, NY

UnscoredInsufficient · 0
$6,000171,137 mi

Bowmansville, NY

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

Bowmansville, NY

Unscored
$6,49990,275 mi

Comparison: 6 similar vehicles

Bowmansville, NY

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Bowmansville, NY

UnscoredInsufficient · 4
$6,500111,668 mi

Comparison: 4 similar vehicles

Bowmansville, NY

2017 Nissan Sentra SR Turbo

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

2017 Nissan Sentra SR Turbo

Bowmansville, NY

Unscored
$6,500163,871 mi

Comparison: 5 similar vehicles

Bowmansville, NY

2016 Ford Escape SE

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

2016 Ford Escape SE

Bowmansville, NY

UnscoredInsufficient · 4
$6,500116,262 mi

Comparison: 4 similar vehicles

Bowmansville, NY

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Bowmansville, NY

Unscored
$6,500148,217 mi

Comparison: 51 similar vehicles

Bowmansville, NY

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

Bowmansville, NY

Unscored
$6,500199,195 mi

Comparison: 37 similar vehicles

Bowmansville, NY

2012 Ford Taurus SEL

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

2012 Ford Taurus SEL

Bowmansville, NY

UnscoredInsufficient · 3
$6,800114,130 mi

Comparison: 3 similar vehicles

Bowmansville, NY

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Bowmansville, NY

Unscored
$7,200143,724 mi

Comparison: 6 similar vehicles

Bowmansville, NY

2006 Lexus RX 400h

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

2006 Lexus RX 400h

Bowmansville, NY

UnscoredInsufficient · 4
$7,200136,329 mi

Comparison: 4 similar vehicles

Bowmansville, NY

2019 Ford Escape SE

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

2019 Ford Escape SE

Bowmansville, NY

Unscored
$8,500136,880 mi

Comparison: 44 similar vehicles

Bowmansville, NY

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Bowmansville, NY

UnscoredInsufficient · 0
$8,50051,988 mi

Bowmansville, NY

2013 Toyota RAV4 LE

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

2013 Toyota RAV4 LE

Bowmansville, NY

Unscored
$8,999174,025 mi

Comparison: 28 similar vehicles

Bowmansville, NY

2013 Toyota Sienna XLE

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

2013 Toyota Sienna XLE

Bowmansville, NY

UnscoredInsufficient · 4
$10,499161,428 mi

Comparison: 4 similar vehicles

Bowmansville, NY

2001 BMW 3 Series Base

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

2001 BMW 3 Series Base

Bowmansville, NY

UnscoredInsufficient · 0
$10,49975,955 mi

Bowmansville, NY

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Bowmansville, NY

Unscored
$10,50063,339 mi

Comparison: 6 similar vehicles

Bowmansville, NY

2014 Subaru Legacy 2.5i

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

2014 Subaru Legacy 2.5i

Bowmansville, NY

Unscored
$10,99076,754 mi

Comparison: 5 similar vehicles

Bowmansville, NY

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Bowmansville, NY

UnscoredInsufficient · 0
$10,99052,591 mi

Bowmansville, NY

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

Bowmansville, NY

Unscored
$12,500127,869 mi

Comparison: 28 similar vehicles

Bowmansville, NY

2014 Chevrolet Silverado 3500HD LT

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

2014 Chevrolet Silverado 3500HD LT

Bowmansville, NY

UnscoredInsufficient · 3
$12,500240,000 mi

Comparison: 3 similar vehicles

Bowmansville, NY

2020 Hyundai Veloster Base

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

2020 Hyundai Veloster Base

Bowmansville, NY

UnscoredInsufficient · 0
$12,98181,217 mi

Bowmansville, NY

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Bowmansville, NY

Fair PriceModerate · 33
$12,98787,033 mi

Market: $3,485 – $13,695

Comparison: 33 similar vehicles

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

Bowmansville, NY

2014 Ford Edge Sport

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

2014 Ford Edge Sport

Bowmansville, NY

UnscoredInsufficient · 3
$12,98971,605 mi

Comparison: 3 similar vehicles

Bowmansville, NY

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Bowmansville, NY

Fair PriceLimited · 18
$12,99077,702 mi

Market: $11,725 – $13,990

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Bowmansville, NY

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Bowmansville, NY

Unscored
$12,99071,678 mi

Comparison: 5 similar vehicles

Bowmansville, NY

2015 Buick Encore Convenience

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

2015 Buick Encore Convenience

Bowmansville, NY

UnscoredInsufficient · 0
$12,99047,538 mi

Bowmansville, NY

2001 Ford Mustang GT

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

2001 Ford Mustang GT

Bowmansville, NY

UnscoredInsufficient · 0
$12,99952,546 mi

Bowmansville, NY

2015 Mercedes-Benz E-Class E350 Luxury

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

2015 Mercedes-Benz E-Class E350 Luxury

Bowmansville, NY

UnscoredInsufficient · 0
$13,50093,215 mi

Bowmansville, NY

2013 Mercedes-Benz GL-Class GL550

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

2013 Mercedes-Benz GL-Class GL550

Bowmansville, NY

UnscoredInsufficient · 0
$13,500124,097 mi

Bowmansville, NY

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Bowmansville, NY

UnscoredInsufficient · 4
$13,90074,021 mi

Comparison: 4 similar vehicles

Bowmansville, NY

2019 Nissan Rogue Sport S

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

2019 Nissan Rogue Sport S

Bowmansville, NY

Fair PriceModerate · 31
$13,97272,618 mi

Market: $9,655 – $19,488

Comparison: 31 similar vehicles

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

Bowmansville, NY

2015 Mazda MAZDA3 i Sport

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

2015 Mazda MAZDA3 i Sport

Bowmansville, NY

UnscoredInsufficient · 4
$13,97373,068 mi

Comparison: 4 similar vehicles

Bowmansville, NY

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Bowmansville, NY

Fair PriceModerate · 33
$13,98888,286 mi

Market: $9,995 – $14,790

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Bowmansville, NY

2019 Ford Ecosport SE

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

2019 Ford Ecosport SE

Bowmansville, NY

Unscored
$14,46060,982 mi

Comparison: 6 similar vehicles

Bowmansville, NY

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Bowmansville, NY

Unscored
$14,500153,185 mi

Comparison: 12 similar vehicles

Bowmansville, NY

2017 Honda Accord EX

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

2017 Honda Accord EX

Bowmansville, NY

UnscoredInsufficient · 4
$14,811134,812 mi

Comparison: 4 similar vehicles

Bowmansville, NY

2016 Subaru Impreza Sport Premium

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

2016 Subaru Impreza Sport Premium

Bowmansville, NY

UnscoredInsufficient · 0
$14,98585,036 mi

Bowmansville, NY

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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