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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

2,210 listings found

2004 Toyota Avalon XL

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

2004 Toyota Avalon XL

Cockeysville, MD

Salvage title
$2,000180,986 mi

Cockeysville, MD

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Cockeysville, MD

Unscored
$2,250187,998 mi

Comparison: 45 similar vehicles

Cockeysville, MD

2005 Ford Explorer Eddie Bauer

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

2005 Ford Explorer Eddie Bauer

Cockeysville, MD

UnscoredInsufficient · 0
$2,500169,493 mi

Cockeysville, MD

2013 Ford Focus SE

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

2013 Ford Focus SE

Cockeysville, MD

Unscored
$3,000132,614 mi

Comparison: 8 similar vehicles

Cockeysville, MD

2006 Dodge Dakota ST

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

2006 Dodge Dakota ST

Cockeysville, MD

UnscoredInsufficient · 3
$3,000156,760 mi

Comparison: 3 similar vehicles

Cockeysville, MD

2005 Honda Pilot EX

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

2005 Honda Pilot EX

Cockeysville, MD

Unscored
$3,000187,685 mi

Comparison: 12 similar vehicles

Cockeysville, MD

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Cockeysville, MD

Unscored
$3,500181,912 mi

Comparison: 9 similar vehicles

Cockeysville, MD

2002 Ford F-350 Super Duty XL

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

2002 Ford F-350 Super Duty XL

Cockeysville, MD

UnscoredInsufficient · 0
$4,299337,471 mi

Cockeysville, MD

2015 Ford Focus SE

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

2015 Ford Focus SE

Cockeysville, MD

Unscored
$5,000116,068 mi

Comparison: 6 similar vehicles

Cockeysville, MD

2012 Mercedes-Benz C-Class C300 Luxury

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

2012 Mercedes-Benz C-Class C300 Luxury

Cockeysville, MD

UnscoredInsufficient · 3
$5,000142,847 mi

Comparison: 3 similar vehicles

Cockeysville, MD

2009 Hyundai Accent GS

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

2009 Hyundai Accent GS

Cockeysville, MD

UnscoredInsufficient · 0
$5,89889,297 mi

Cockeysville, MD

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Cockeysville, MD

UnscoredInsufficient · 4
$5,995155,604 mi

Comparison: 4 similar vehicles

Cockeysville, MD

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Cockeysville, MD

Unscored
$5,995127,642 mi

Comparison: 53 similar vehicles

Cockeysville, MD

2019 Chevrolet Express Cargo Work Van

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

2019 Chevrolet Express Cargo Work Van

Cockeysville, MD

Unscored
$6,500187,005 mi

Comparison: 11 similar vehicles

Cockeysville, MD

2014 BMW X5 xDrive35i

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

2014 BMW X5 xDrive35i

Cockeysville, MD

Unscored
$6,500122,806 mi

Comparison: 45 similar vehicles

Cockeysville, MD

2009 Nissan Sentra

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

2009 Nissan Sentra

Cockeysville, MD

UnscoredInsufficient · 0
$6,50080,386 mi

Cockeysville, MD

2008 Nissan Versa S

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

2008 Nissan Versa S

Cockeysville, MD

Unscored
$6,599103,071 mi

Comparison: 6 similar vehicles

Cockeysville, MD

2013 Subaru Outback Limited

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

2013 Subaru Outback Limited

Cockeysville, MD

Unscored
$6,995154,755 mi

Comparison: 52 similar vehicles

Cockeysville, MD

2017 Ford Fusion Platinum

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

2017 Ford Fusion Platinum

Cockeysville, MD

Unscored
$7,488147,418 mi

Comparison: 5 similar vehicles

Cockeysville, MD

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Cockeysville, MD

Unscored
$7,794122,889 mi

Comparison: 9 similar vehicles

Cockeysville, MD

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Cockeysville, MD

UnscoredInsufficient · 4
$7,995121,751 mi

Comparison: 4 similar vehicles

Cockeysville, MD

2012 Volkswagen Jetta TDI

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

2012 Volkswagen Jetta TDI

Cockeysville, MD

UnscoredInsufficient · 0
$7,99585,297 mi

Cockeysville, MD

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Cockeysville, MD

UnscoredInsufficient · 4
$7,99594,540 mi

Comparison: 4 similar vehicles

Cockeysville, MD

2011 Honda CR-V EX-L

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

2011 Honda CR-V EX-L

Cockeysville, MD

Unscored
$7,995176,348 mi

Comparison: 71 similar vehicles

Cockeysville, MD

2009 Lincoln MKZ Base

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

2009 Lincoln MKZ Base

Cockeysville, MD

UnscoredInsufficient · 0
$7,99555,773 mi

Cockeysville, MD

2005 Toyota 4Runner Sport

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

2005 Toyota 4Runner Sport

Cockeysville, MD

Unscored
$7,995205,866 mi

Comparison: 9 similar vehicles

Cockeysville, MD

2012 RAM 1500 Pickup SLT

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

2012 RAM 1500 Pickup SLT

Cockeysville, MD

Unscored
$8,000135,499 mi

Comparison: 31 similar vehicles

Cockeysville, MD

2012 Kia Optima LX

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

2012 Kia Optima LX

Cockeysville, MD

Fair PriceLimited · 11
$8,099100,062 mi

Market: $3,999 – $8,842

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Cockeysville, MD

2016 MINI Cooper Base

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

2016 MINI Cooper Base

Cockeysville, MD

Fair PriceModerate · 20
$8,12388,824 mi

Market: $5,944 – $14,998

Comparison: 20 similar vehicles

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

Cockeysville, MD

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Cockeysville, MD

OverpricedModerate · 26
$8,399108,456 mi

Market: $3,999 – $7,995

Comparison: 26 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Cockeysville, MD

2013 Chrysler 200 Limited

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

2013 Chrysler 200 Limited

Cockeysville, MD

UnscoredInsufficient · 3
$8,68894,851 mi

Comparison: 3 similar vehicles

Cockeysville, MD

2014 Toyota Corolla S Plus

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

2014 Toyota Corolla S Plus

Cockeysville, MD

Unscored
$8,995146,420 mi

Comparison: 8 similar vehicles

Cockeysville, MD

2013 Hyundai Santa Fe Sport

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

2013 Hyundai Santa Fe Sport

Cockeysville, MD

Fair PriceModerate · 36
$8,99595,717 mi

Market: $2,700 – $9,995

Comparison: 36 similar vehicles

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

Cockeysville, MD

2012 INFINITI G Sedan 25x

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

2012 INFINITI G Sedan 25x

Cockeysville, MD

Unscored
$8,999145,711 mi

Comparison: 14 similar vehicles

Cockeysville, MD

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Cockeysville, MD

UnscoredInsufficient · 3
$9,19465,289 mi

Comparison: 3 similar vehicles

Cockeysville, MD

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Cockeysville, MD

Unscored
$9,286114,263 mi

Comparison: 7 similar vehicles

Cockeysville, MD

2015 Kia Soul +

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

2015 Kia Soul +

Cockeysville, MD

UnscoredInsufficient · 3
$9,48877,282 mi

Comparison: 3 similar vehicles

Cockeysville, MD

2012 Chevrolet Malibu 3LT

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

2012 Chevrolet Malibu 3LT

Cockeysville, MD

UnscoredInsufficient · 0
$9,500138,938 mi

Cockeysville, MD

2016 Nissan Murano S

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

2016 Nissan Murano S

Cockeysville, MD

Unscored
$9,669136,837 mi

Comparison: 10 similar vehicles

Cockeysville, MD

2013 Hyundai Sonata Limited

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

2013 Hyundai Sonata Limited

Cockeysville, MD

Fair PriceLimited · 10
$9,68894,123 mi

Market: $7,779 – $9,900

Comparison: 10 similar vehicles

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

Cockeysville, MD

2015 Kia Sportage LX

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

2015 Kia Sportage LX

Cockeysville, MD

Fair PriceModerate · 47
$9,77884,702 mi

Market: $3,200 – $11,124

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Cockeysville, MD

2014 Hyundai Santa Fe Sport

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

2014 Hyundai Santa Fe Sport

Cockeysville, MD

UnscoredInsufficient · 3
$9,794106,244 mi

Comparison: 3 similar vehicles

Cockeysville, MD

2003 Mercedes-Benz S-Class S500

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

2003 Mercedes-Benz S-Class S500

Cockeysville, MD

UnscoredInsufficient · 0
$9,90086,550 mi

Cockeysville, MD

2016 FIAT 500X Trekking

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

2016 FIAT 500X Trekking

Cockeysville, MD

UnscoredInsufficient · 3
$9,99585,539 mi

Comparison: 3 similar vehicles

Cockeysville, MD

2014 Volkswagen Tiguan S

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

2014 Volkswagen Tiguan S

Cockeysville, MD

UnscoredInsufficient · 3
$9,99591,847 mi

Comparison: 3 similar vehicles

Cockeysville, MD

2013 Ford Explorer Limited

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

2013 Ford Explorer Limited

Cockeysville, MD

Unscored
$9,995123,276 mi

Comparison: 26 similar vehicles

Cockeysville, MD

2014 Mazda MAZDA3 i Touring

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

2014 Mazda MAZDA3 i Touring

Cockeysville, MD

Unscored
$10,369118,897 mi

Comparison: 5 similar vehicles

Cockeysville, MD

2013 Kia Soul Base

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

2013 Kia Soul Base

Cockeysville, MD

Unscored
$10,50081,472 mi

Comparison: 6 similar vehicles

Cockeysville, MD

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Cockeysville, MD

Unscored
$10,694136,253 mi

Comparison: 23 similar vehicles

Cockeysville, MD

2013 Honda Fit Base

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

2013 Honda Fit Base

Cockeysville, MD

Fair PriceRobust · 71
$10,79977,703 mi

Market: $5,799 – $11,995

Comparison: 71 similar vehicles

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

Cockeysville, MD

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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