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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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

289 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

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Columbiana, OH

Fair PriceLimited · 17
$3,34891,376 mi

Market: $1,309 – $5,995

Comparison: 17 similar vehicles

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

Columbiana, 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

Alliance, OH

UnscoredModerate · 23
$4,500249,900 mi

Comparison: 23 similar vehicles

Alliance, OH

2011 Honda Civic LX

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

2011 Honda Civic LX

Alliance, OH

Fair PriceModerate · 26
$4,750100,921 mi

Market: $2,900 – $12,590

Comparison: 26 similar vehicles

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

Alliance, OH

2007 Honda Civic LX

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

2007 Honda Civic LX

Canton, OH

UnscoredLimited · 11
$4,995212,162 mi

Comparison: 11 similar vehicles

Canton, OH

2003 Honda Civic EX

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

2003 Honda Civic EX

Canton, OH

UnscoredInsufficient · 4
$4,995186,220 mi

Comparison: 4 similar vehicles

Canton, OH

2008 Honda Civic EX-L

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

2008 Honda Civic EX-L

North Canton, OH

UnscoredLimited · 7
$4,999184,000 mi

Comparison: 7 similar vehicles

North Canton, OH

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Canton, OH

UnscoredLimited · 7
$5,495152,227 mi

Comparison: 7 similar vehicles

Canton, 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

UnscoredModerate · 34
$5,990162,811 mi

Comparison: 34 similar vehicles

Coshocton, OH

2008 Mitsubishi Eclipse SE

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

2008 Mitsubishi Eclipse SE

Alliance, OH

UnscoredInsufficient · 0
$5,99091,078 mi

Alliance, 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 · 0
$5,99065,308 mi

Coshocton, OH

2010 Nissan Altima S

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

2010 Nissan Altima S

Wheeling, WV

UnscoredLimited · 9
$5,995150,947 mi

Comparison: 9 similar vehicles

Wheeling, WV

2008 Chevrolet Cobalt SS

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

2008 Chevrolet Cobalt SS

Bridgeport, OH

UnscoredInsufficient · 0
$5,995124,968 mi

Bridgeport, 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

2003 Ford Mustang Standard

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

2003 Ford Mustang Standard

Cadiz, OH

UnscoredInsufficient · 3
$6,800125,673 mi

Comparison: 3 similar vehicles

Cadiz, OH

No Photo

2012 Chevrolet Camaro 1LS

New Brighton, PA

UnscoredInsufficient · 4
$6,950132,948 mi

Comparison: 4 similar vehicles

New Brighton, PA

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
$7,298167,487 mi

New Philadelphia, OH

2013 Honda Civic LX

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

2013 Honda Civic LX

North Canton, OH

UnscoredInsufficient · 4
$7,999124,466 mi

Comparison: 4 similar vehicles

North Canton, OH

2013 Hyundai Elantra Coupe GS

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

2013 Hyundai Elantra Coupe GS

Moundsville, WV

UnscoredInsufficient · 0
$8,15095,263 mi

Moundsville, WV

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

UnscoredRobust · 56
$8,595154,576 mi

Comparison: 56 similar vehicles

Cambridge, OH

2006 Ford Mustang Standard

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

2006 Ford Mustang Standard

Martins Ferry, OH

UnscoredInsufficient · 0
$8,99098,926 mi

Martins Ferry, OH

2011 Hyundai Genesis Coupe Premium

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

2011 Hyundai Genesis Coupe Premium

North Canton, OH

UnscoredInsufficient · 0
$9,988100,561 mi

North Canton, OH

2012 Honda Civic EX-L

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

2012 Honda Civic EX-L

Canton, OH

Fair PriceModerate · 20
$9,99596,966 mi

Market: $3,200 – $13,035

Comparison: 20 similar vehicles

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

Canton, OH

2007 Ford Mustang Premium

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

2007 Ford Mustang Premium

Pittsburgh, PA

UnscoredInsufficient · 0
$10,43964,455 mi

Pittsburgh, PA

2013 Ford Mustang V6

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

2013 Ford Mustang V6

McKees Rocks, PA

UnscoredLimited · 5
$10,750110,629 mi

Comparison: 5 similar vehicles

McKees Rocks, PA

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Canton, OH

Fair PriceModerate · 23
$11,500101,518 mi

Market: $10,978 – $15,499

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Canton, OH

2014 Honda Accord EX-L

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

2014 Honda Accord EX-L

Dover, OH

UnscoredModerate · 38
$11,637143,081 mi

Comparison: 38 similar vehicles

Dover, OH

2014 Chevrolet Camaro 1LS

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

2014 Chevrolet Camaro 1LS

North Canton, OH

Fair PriceLimited · 12
$11,949107,727 mi

Market: $11,000 – $14,999

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

North Canton, OH

2012 Nissan 370Z Touring

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

2012 Nissan 370Z Touring

Canton, OH

UnscoredInsufficient · 0
$11,995190,999 mi

Canton, OH

2011 Cadillac CTS Premium Collection

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

2011 Cadillac CTS Premium Collection

New Philadelphia, OH

UnscoredLimited · 5
$12,29883,701 mi

Comparison: 5 similar vehicles

New Philadelphia, 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

Columbiana, OH

UnscoredInsufficient · 3
$13,38366,713 mi

Comparison: 3 similar vehicles

Columbiana, OH

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Carrollton, OH

Fair PriceModerate · 22
$13,89877,374 mi

Market: $6,800 – $17,648

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 195 days listed (based on current market benchmarks)

Carrollton, OH

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Waynesburg, OH

UnscoredLimited · 5
$13,900112,935 mi

Comparison: 5 similar vehicles

Waynesburg, OH

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Louisville, OH

Fair PriceModerate · 25
$13,90079,071 mi

Market: $11,943 – $20,275

Comparison: 25 similar vehicles

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

Louisville, OH

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Cambridge, OH

Fair PriceLimited · 13
$13,977115,782 mi

Market: $5,350 – $18,999

Comparison: 13 similar vehicles

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

Cambridge, OH

2010 Dodge Challenger R/T

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

2010 Dodge Challenger R/T

Cadiz, OH

Fair PriceModerate · 27
$13,99981,828 mi

Market: $13,500 – $19,419

Comparison: 27 similar vehicles

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

Cadiz, OH

2014 Honda Civic LX

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

2014 Honda Civic LX

Canton, OH

UnscoredInsufficient · 3
$14,39360,892 mi

Comparison: 3 similar vehicles

Canton, OH

2013 Scion FR-S Base

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

2013 Scion FR-S Base

Canonsburg, PA

UnscoredInsufficient · 0
$14,48575,519 mi

Canonsburg, PA

2015 Ford Mustang EcoBoost

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

2015 Ford Mustang EcoBoost

McKees Rocks, PA

UnscoredLimited · 6
$14,650104,802 mi

Comparison: 6 similar vehicles

McKees Rocks, PA

2017 Honda Civic Si

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

2017 Honda Civic Si

Dillonvale, OH

UnscoredLimited · 6
$14,900172,295 mi

Comparison: 6 similar vehicles

Dillonvale, OH

2006 Pontiac GTO Base

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

2006 Pontiac GTO Base

Cambridge, OH

UnscoredInsufficient · 0
$14,99588,794 mi

Cambridge, OH

2016 BMW 2 Series M235i

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

2016 BMW 2 Series M235i

North Canton, OH

UnscoredInsufficient · 0
$14,999121,828 mi

North Canton, OH

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Saint Clairsville, OH

Fair PriceLimited · 19
$15,81188,400 mi

Market: $11,943 – $15,933

Comparison: 19 similar vehicles

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

Saint Clairsville, OH

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Washington, PA

UnscoredInsufficient · 3
$16,99550,703 mi

Comparison: 3 similar vehicles

Washington, PA

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

Washington, PA

UnscoredInsufficient · 0
$16,99525,060 mi

Washington, PA

2002 Chevrolet Corvette Base

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

2002 Chevrolet Corvette Base

North Canton, OH

Fair PriceLimited · 11
$17,32395,129 mi

Market: $11,500 – $17,500

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

North Canton, OH

2010 Dodge Challenger R/T

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

2010 Dodge Challenger R/T

New Philadelphia, OH

Fair PriceRobust · 50
$17,54693,828 mi

Market: $10,292 – $19,419

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

New Philadelphia, OH

2016 Subaru BRZ Limited

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

2016 Subaru BRZ Limited

Columbiana, OH

UnscoredInsufficient · 0
$17,88363,278 mi

Columbiana, OH

2007 Ford Mustang GT Premium

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

2007 Ford Mustang GT Premium

Pittsburgh, PA

UnscoredInsufficient · 0
$17,99446,825 mi

Pittsburgh, PA

2014 Dodge Challenger R/T

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

2014 Dodge Challenger R/T

Alliance, OH

UnscoredInsufficient · 0
$18,00055,259 mi

Alliance, OH

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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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