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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 9, 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

952 listings found

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Grove City, OH

Unscored
$2,800184,797 mi

Comparison: 29 similar vehicles

Grove City, OH

2008 Honda Civic EX

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

2008 Honda Civic EX

Grove City, OH

Unscored
$2,800185,813 mi

Comparison: 13 similar vehicles

Grove City, OH

2008 Honda Civic EX

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

2008 Honda Civic EX

Columbus, OH

Unscored
$2,800187,874 mi

Comparison: 13 similar vehicles

Columbus, OH

2004 Ford Mustang Standard

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

2004 Ford Mustang Standard

Columbus, OH

UnscoredInsufficient · 0
$2,975123,987 mi

Columbus, OH

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Galloway, OH

Unscored
$3,200185,542 mi

Comparison: 8 similar vehicles

Galloway, OH

2007 Chevrolet Cobalt LT

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

2007 Chevrolet Cobalt LT

Dayton, OH

Unscored
$3,495163,705 mi

Comparison: 9 similar vehicles

Dayton, 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

2005 Ford Mustang Deluxe

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

2005 Ford Mustang Deluxe

Columbus, OH

Unscored
$3,900163,000 mi

Comparison: 10 similar vehicles

Columbus, OH

2007 Scion tC Base

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

2007 Scion tC Base

Wilmington, OH

UnscoredInsufficient · 0
$4,150212,346 mi

Wilmington, OH

2001 Ford Mustang Standard

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

2001 Ford Mustang Standard

Columbus, OH

UnscoredInsufficient · 0
$4,439143,901 mi

Columbus, 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

UnscoredInsufficient · 3
$4,800125,691 mi

Comparison: 3 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
$4,934176,448 mi

Comparison: 4 similar vehicles

Columbus, OH

2002 Honda Accord EX Leather

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

2002 Honda Accord EX Leather

Columbus, OH

UnscoredInsufficient · 0
$4,934240,006 mi

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

UnscoredInsufficient · 4
$4,970168,793 mi

Comparison: 4 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

1999 Cadillac Eldorado Base

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

1999 Cadillac Eldorado Base

Piqua, OH

UnscoredInsufficient · 0
$5,00053,911 mi

Piqua, OH

2012 Kia Forte Koup EX

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

2012 Kia Forte Koup EX

London, OH

UnscoredInsufficient · 0
$5,500101,099 mi

London, OH

2007 Hyundai Tiburon GS

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

2007 Hyundai Tiburon GS

Lebanon, OH

UnscoredInsufficient · 0
$5,99891,719 mi

Lebanon, OH

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Columbus, OH

Unscored
$6,000103,943 mi

Comparison: 7 similar vehicles

Columbus, OH

2005 Scion tC Base

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

2005 Scion tC Base

Columbus, OH

UnscoredInsufficient · 3
$6,41466,844 mi

Comparison: 3 similar vehicles

Columbus, OH

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Brookville, OH

Unscored
$6,495113,341 mi

Comparison: 5 similar vehicles

Brookville, OH

2005 Honda Civic LX-SE

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

2005 Honda Civic LX-SE

London, OH

UnscoredInsufficient · 0
$6,90088,477 mi

London, OH

2014 BMW 4 Series 428i

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

2014 BMW 4 Series 428i

Columbus, OH

Unscored
$6,939152,321 mi

Comparison: 19 similar vehicles

Columbus, OH

2013 Kia Forte Koup EX

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

2013 Kia Forte Koup EX

Fairborn, OH

UnscoredInsufficient · 0
$6,995107,668 mi

Fairborn, OH

2008 BMW 1 Series 135i

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

2008 BMW 1 Series 135i

Sidney, OH

UnscoredInsufficient · 4
$7,27796,708 mi

Comparison: 4 similar vehicles

Sidney, OH

2013 BMW 1 Series 128i

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

2013 BMW 1 Series 128i

Moraine, OH

Unscored
$7,43288,994 mi

Comparison: 5 similar vehicles

Moraine, OH

No Photo

2013 Honda Civic SI

South Vienna, OH

UnscoredInsufficient · 0
$7,50054,000 mi

South Vienna, OH

2011 Honda Civic EX-L

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

2011 Honda Civic EX-L

Maineville, OH

UnscoredInsufficient · 0
$7,500130,639 mi

Maineville, 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 · 4
$7,945123,158 mi

Comparison: 4 similar vehicles

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

2015 Honda Civic LX

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

2015 Honda Civic LX

Middletown, OH

Fair PriceModerate · 45
$7,995117,156 mi

Market: $3,900 – $13,396

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Middletown, OH

2014 Subaru BRZ Limited

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

2014 Subaru BRZ Limited

Middletown, OH

UnscoredInsufficient · 0
$7,995152,450 mi

Middletown, OH

2012 Audi A5 Premium

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

2012 Audi A5 Premium

Beavercreek, OH

Fair PriceLimited · 11
$7,995109,153 mi

Market: $4,999 – $10,569

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 185 days listed (based on current market benchmarks)

Beavercreek, 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 · 11 days listed (based on current market benchmarks)

Columbus, OH

2012 Honda Civic LX

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

2012 Honda Civic LX

Dayton, OH

UnscoredInsufficient · 3
$8,795133,397 mi

Comparison: 3 similar vehicles

Dayton, OH

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Grove City, OH

UnscoredInsufficient · 3
$8,850126,642 mi

Comparison: 3 similar vehicles

Grove City, 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

Unscored
$8,99568,311 mi

Comparison: 7 similar vehicles

Columbus, OH

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Dayton, OH

Unscored
$8,995125,345 mi

Comparison: 6 similar vehicles

Dayton, OH

2012 Audi A5 Premium

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

2012 Audi A5 Premium

Dayton, OH

Salvage title
$8,995132,588 mi

Dayton, OH

2005 Chevrolet Monte Carlo LT

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

2005 Chevrolet Monte Carlo LT

Dayton, OH

UnscoredInsufficient · 0
$8,99572,213 mi

Dayton, OH

2002 Mercedes-Benz CL Class CL500

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

2002 Mercedes-Benz CL Class CL500

Dayton, OH

UnscoredInsufficient · 0
$8,99973,590 mi

Dayton, 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

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Moraine, OH

UnscoredInsufficient · 3
$9,432158,712 mi

Comparison: 3 similar vehicles

Moraine, OH

2012 Kia Forte Koup EX

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

2012 Kia Forte Koup EX

Columbus, OH

UnscoredInsufficient · 0
$9,43435,440 mi

Columbus, 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

UnscoredInsufficient · 4
$9,450140,243 mi

Comparison: 4 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

2003 Chevrolet Monte Carlo SS

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

2003 Chevrolet Monte Carlo SS

Dayton, OH

UnscoredInsufficient · 0
$9,75091,998 mi

Dayton, 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

Unscored
$9,80499,864 mi

Comparison: 6 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

Troy, OH

Unscored
$9,920165,000 mi

Comparison: 23 similar vehicles

Troy, OH

2017 Honda Civic LX

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

2017 Honda Civic LX

Hilliard, OH

Unscored
$9,995166,822 mi

Comparison: 15 similar vehicles

Hilliard, 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 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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