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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

516 listings found

2001 Acura CL Type S

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

2001 Acura CL Type S

Coshocton, OH

UnscoredInsufficient · 0
$2,990289,875 mi

Coshocton, OH

2009 Nissan Altima SE

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

2009 Nissan Altima SE

Mansfield, OH

UnscoredInsufficient · 3
$2,995168,878 mi

Comparison: 3 similar vehicles

Mansfield, OH

2005 Chevrolet Cobalt LS

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

2005 Chevrolet Cobalt LS

Columbus, OH

UnscoredInsufficient · 4
$3,500152,040 mi

Comparison: 4 similar vehicles

Columbus, OH

2012 Honda Civic SI

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

2012 Honda Civic SI

Canal Winchester, OH

Unscored
$4,495249,750 mi

Comparison: 17 similar vehicles

Canal Winchester, OH

2007 Honda Civic LX

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

2007 Honda Civic LX

Columbus, OH

Unscored
$4,800125,691 mi

Comparison: 16 similar vehicles

Columbus, OH

2009 BMW 3 Series 328xi

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

2009 BMW 3 Series 328xi

Columbus, OH

Unscored
$4,970168,793 mi

Comparison: 6 similar vehicles

Columbus, OH

2008 Honda Civic LX

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

2008 Honda Civic LX

Columbus, OH

UnscoredInsufficient · 4
$4,995204,405 mi

Comparison: 4 similar vehicles

Columbus, OH

2007 Honda Accord EX

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

2007 Honda Accord EX

Canal Fulton, OH

Unscored
$4,995185,553 mi

Comparison: 9 similar vehicles

Canal Fulton, OH

2001 Cadillac Eldorado ETC

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

2001 Cadillac Eldorado ETC

Newark, OH

UnscoredInsufficient · 0
$4,99582,277 mi

Newark, OH

2009 Mitsubishi Eclipse GS

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

2009 Mitsubishi Eclipse GS

New Philadelphia, OH

UnscoredInsufficient · 0
$5,950167,487 mi

New Philadelphia, OH

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Coshocton, OH

Unscored
$5,990162,811 mi

Comparison: 27 similar vehicles

Coshocton, OH

2002 Chrysler Sebring LXI

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

2002 Chrysler Sebring LXI

Coshocton, OH

UnscoredInsufficient · 3
$5,99065,308 mi

Comparison: 3 similar vehicles

Coshocton, OH

2012 Honda Civic LX

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

2012 Honda Civic LX

Canal Winchester, OH

Unscored
$5,995158,500 mi

Comparison: 22 similar vehicles

Canal Winchester, OH

2010 Audi A5 Premium Plus

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

2010 Audi A5 Premium Plus

Etna, OH

UnscoredInsufficient · 0
$5,995113,000 mi

Etna, OH

2013 Honda Civic EX-L

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

2013 Honda Civic EX-L

Newark, OH

Unscored
$5,999182,956 mi

Comparison: 6 similar vehicles

Newark, OH

2007 Mitsubishi Eclipse GS

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

2007 Mitsubishi Eclipse GS

New Philadelphia, OH

UnscoredInsufficient · 0
$6,348179,122 mi

New Philadelphia, OH

2012 Honda Civic LX

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

2012 Honda Civic LX

Marion, OH

Unscored
$6,465182,349 mi

Comparison: 7 similar vehicles

Marion, OH

2002 Ford Mustang GT Deluxe

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

2002 Ford Mustang GT Deluxe

Hebron, OH

UnscoredInsufficient · 0
$6,495Mileage not verified

Hebron, OH

2011 Nissan Altima S

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

2011 Nissan Altima S

Zanesville, OH

Fair PriceLimited · 18
$6,99090,715 mi

Market: $2,500 – $9,999

Comparison: 18 similar vehicles

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

Zanesville, OH

2013 Cadillac CTS Coupe Premium Collection

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

2013 Cadillac CTS Coupe Premium Collection

Newark, OH

UnscoredInsufficient · 0
$6,995169,435 mi

Newark, OH

2013 Honda Civic EX-L

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

2013 Honda Civic EX-L

Pataskala, OH

Unscored
$6,995183,290 mi

Comparison: 7 similar vehicles

Pataskala, OH

2011 Honda Civic LX

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

2011 Honda Civic LX

Newark, OH

Fair PriceLimited · 19
$7,293119,722 mi

Market: $2,900 – $12,279

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Newark, OH

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

Reynoldsburg, OH

UnscoredInsufficient · 4
$7,500164,238 mi

Comparison: 4 similar vehicles

Reynoldsburg, OH

2012 Mitsubishi Eclipse GS

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

2012 Mitsubishi Eclipse GS

Mount Vernon, OH

UnscoredInsufficient · 0
$7,500120,207 mi

Mount Vernon, OH

2012 Audi A5 Premium

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

2012 Audi A5 Premium

Newark, OH

Unscored
$7,500116,470 mi

Comparison: 9 similar vehicles

Newark, OH

2011 Audi A5 Premium

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

2011 Audi A5 Premium

Columbus, OH

UnscoredInsufficient · 0
$7,945123,158 mi

Columbus, OH

2010 Honda Civic LX

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

2010 Honda Civic LX

Columbus, OH

Unscored
$7,948140,289 mi

Comparison: 5 similar vehicles

Columbus, OH

2013 Cadillac CTS Coupe Performance Collection

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

2013 Cadillac CTS Coupe Performance Collection

Newark, OH

Unscored
$7,995142,558 mi

Comparison: 5 similar vehicles

Newark, OH

2007 Nissan 350Z Touring

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

2007 Nissan 350Z Touring

Reynoldsburg, OH

Salvage title
$7,99567,482 mi

Reynoldsburg, OH

2010 Honda Civic LX

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

2010 Honda Civic LX

Mount Vernon, OH

Unscored
$7,998128,117 mi

Comparison: 5 similar vehicles

Mount Vernon, OH

2009 Dodge Challenger R/T

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

2009 Dodge Challenger R/T

Columbus, OH

Fair PriceLimited · 10
$7,99994,679 mi

Market: $5,995 – $18,800

Comparison: 10 similar vehicles

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

Columbus, OH

2014 Honda Accord LX-S

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

2014 Honda Accord LX-S

Mount Vernon, OH

UnscoredInsufficient · 0
$8,498133,663 mi

Mount Vernon, OH

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Reynoldsburg, OH

Fair PriceLimited · 11
$8,500100,384 mi

Market: $8,900 – $19,007

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 28 days listed (based on current market benchmarks)

Reynoldsburg, OH

2014 Honda Accord EX

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

2014 Honda Accord EX

Cambridge, OH

Unscored
$8,595154,576 mi

Comparison: 39 similar vehicles

Cambridge, OH

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Pataskala, OH

Salvage title
$8,88861,359 mi

Pataskala, OH

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Columbus, OH

UnscoredInsufficient · 3
$8,99568,311 mi

Comparison: 3 similar vehicles

Columbus, OH

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

Newark, OH

Fair PriceLimited · 10
$9,397104,655 mi

Market: $5,998 – $12,850

Comparison: 10 similar vehicles

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

Newark, OH

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Delaware, OH

UnscoredInsufficient · 4
$9,40099,959 mi

Comparison: 4 similar vehicles

Delaware, OH

2016 Honda Civic LX-P

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

2016 Honda Civic LX-P

Columbus, OH

Unscored
$9,450140,243 mi

Comparison: 5 similar vehicles

Columbus, OH

2015 Honda Civic Si

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

2015 Honda Civic Si

Columbus, OH

Salvage title
$9,450155,139 mi

Columbus, OH

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Reynoldsburg, OH

Unscored
$9,500144,663 mi

Comparison: 21 similar vehicles

Reynoldsburg, OH

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Columbus, OH

Fair PriceModerate · 34
$9,80499,864 mi

Market: $5,800 – $15,590

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 436 days listed (based on current market benchmarks)

Columbus, OH

2015 Honda Civic EX

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

2015 Honda Civic EX

Ashland, OH

Fair PriceRobust · 61
$9,975119,415 mi

Market: $5,900 – $16,790

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 267 days listed (based on current market benchmarks)

Ashland, OH

2017 Ford Mustang EcoBoost

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

2017 Ford Mustang EcoBoost

Newark, OH

Unscored
$9,995147,852 mi

Comparison: 25 similar vehicles

Newark, OH

2015 Kia Forte Koup EX

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

2015 Kia Forte Koup EX

Zanesville, OH

UnscoredInsufficient · 3
$9,99587,858 mi

Comparison: 3 similar vehicles

Zanesville, OH

1997 Ford Mustang Base

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

1997 Ford Mustang Base

Reynoldsburg, OH

UnscoredInsufficient · 3
$9,99594,000 mi

Comparison: 3 similar vehicles

Reynoldsburg, OH

2018 Ford Mustang EcoBoost Premium

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

2018 Ford Mustang EcoBoost Premium

Brice, OH

Unscored
$9,999167,725 mi

Comparison: 24 similar vehicles

Brice, OH

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Powell, OH

Unscored
$9,99980,847 mi

Comparison: 7 similar vehicles

Powell, OH

2010 Honda Civic SI

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

2010 Honda Civic SI

Zanesville, OH

UnscoredInsufficient · 0
$10,000189,896 mi

Zanesville, OH

2017 Honda Accord EX-L

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

2017 Honda Accord EX-L

Columbus, OH

UnscoredInsufficient · 3
$10,443168,897 mi

Comparison: 3 similar vehicles

Columbus, OH

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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