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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 8, 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

228 listings found

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Blairs, VA

UnscoredInsufficient · 3
$3,000142,730 mi

Comparison: 3 similar vehicles

Blairs, VA

2004 Honda Accord EX

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

2004 Honda Accord EX

Durham, NC

Unscored
$3,000218,000 mi

Comparison: 13 similar vehicles

Durham, NC

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

Blairs, VA

UnscoredInsufficient · 0
$3,500212,198 mi

Blairs, VA

2007 Honda Accord 3.0 EX

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

2007 Honda Accord 3.0 EX

Durham, NC

Unscored
$4,599169,660 mi

Comparison: 10 similar vehicles

Durham, NC

2005 Mercedes-Benz CLK-Class CLK320

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

2005 Mercedes-Benz CLK-Class CLK320

Henderson, NC

UnscoredInsufficient · 0
$5,495196,300 mi

Henderson, NC

2015 Kia Forte Koup SX

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

2015 Kia Forte Koup SX

Danville, VA

UnscoredInsufficient · 0
$5,995142,900 mi

Danville, VA

2010 Honda Civic EX

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

2010 Honda Civic EX

Oxford, NC

UnscoredInsufficient · 4
$5,999180,000 mi

Comparison: 4 similar vehicles

Oxford, NC

2004 Chevrolet Cavalier Base

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

2004 Chevrolet Cavalier Base

Danville, VA

Salvage title
$6,295102,409 mi

Danville, VA

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Farmville, VA

Unscored
$6,991119,748 mi

Comparison: 45 similar vehicles

Farmville, VA

1999 Cadillac Eldorado Base

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

1999 Cadillac Eldorado Base

Durham, NC

UnscoredInsufficient · 0
$6,995144,143 mi

Durham, NC

2012 Chevrolet Camaro 2LT

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

2012 Chevrolet Camaro 2LT

Durham, NC

Salvage title
$7,900145,142 mi

Durham, NC

2008 Ford Mustang Deluxe

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

2008 Ford Mustang Deluxe

Durham, NC

UnscoredInsufficient · 0
$7,990170,000 mi

Durham, NC

2000 Cadillac Eldorado TOURING COUPE

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

2000 Cadillac Eldorado TOURING COUPE

Durham, NC

UnscoredInsufficient · 0
$7,995118,798 mi

Durham, NC

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Roanoke Rapids, NC

Unscored
$8,495144,215 mi

Comparison: 11 similar vehicles

Roanoke Rapids, NC

2015 Honda Accord EX

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

2015 Honda Accord EX

Durham, NC

Salvage title
$8,50099,733 mi

Durham, NC

2013 Chevrolet Camaro 2LS

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

2013 Chevrolet Camaro 2LS

Durham, NC

Unscored
$8,900165,036 mi

Comparison: 8 similar vehicles

Durham, NC

2013 Dodge Challenger R/T

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

2013 Dodge Challenger R/T

Durham, NC

Unscored
$8,990142,227 mi

Comparison: 7 similar vehicles

Durham, NC

2014 Honda Accord EX

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

2014 Honda Accord EX

Roanoke Rapids, NC

Unscored
$8,995160,180 mi

Comparison: 25 similar vehicles

Roanoke Rapids, NC

2011 BMW 3 Series 335i

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

2011 BMW 3 Series 335i

Louisburg, NC

Unscored
$9,00089,533 mi

Comparison: 5 similar vehicles

Louisburg, NC

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Youngsville, NC

Unscored
$9,498131,361 mi

Comparison: 14 similar vehicles

Youngsville, NC

2012 Honda Civic EX

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

2012 Honda Civic EX

Durham, NC

UnscoredInsufficient · 4
$9,49994,414 mi

Comparison: 4 similar vehicles

Durham, NC

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Henderson, NC

Unscored
$9,500168,000 mi

Comparison: 13 similar vehicles

Henderson, NC

2013 Honda Accord EX

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

2013 Honda Accord EX

Henderson, NC

Fair PriceLimited · 17
$9,799101,777 mi

Market: $6,065 – $15,990

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Henderson, NC

2004 Mazda RX-8 - MT

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

2004 Mazda RX-8 - MT

South Boston, VA

UnscoredInsufficient · 0
$9,97571,103 mi

South Boston, VA

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

South Boston, VA

Unscored
$9,995173,101 mi

Comparison: 13 similar vehicles

South Boston, VA

2011 INFINITI G Coupe 37 Journey

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

2011 INFINITI G Coupe 37 Journey

Oxford, NC

UnscoredInsufficient · 0
$9,999Mileage not verified

Oxford, NC

2016 Honda Accord LX-S

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

2016 Honda Accord LX-S

Franklinton, NC

UnscoredInsufficient · 0
$10,495117,697 mi

Franklinton, NC

2013 Honda Accord EX-L

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

2013 Honda Accord EX-L

Oxford, NC

Unscored
$10,499170,000 mi

Comparison: 66 similar vehicles

Oxford, NC

2010 Chevrolet Camaro 1LT

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

2010 Chevrolet Camaro 1LT

Wake Forest, NC

Unscored
$10,499105,650 mi

Comparison: 6 similar vehicles

Wake Forest, NC

2012 BMW 3 Series 328i

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

2012 BMW 3 Series 328i

Creedmoor, NC

UnscoredInsufficient · 4
$10,50096,334 mi

Comparison: 4 similar vehicles

Creedmoor, NC

2015 Audi TT Base

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

2015 Audi TT Base

Durham, NC

UnscoredInsufficient · 0
$10,78892,757 mi

Durham, NC

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Henderson, NC

Fair PriceRobust · 56
$10,899100,650 mi

Market: $7,695 – $19,996

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 212 days listed (based on current market benchmarks)

Henderson, NC

2014 Hyundai Elantra Coupe Base

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

2014 Hyundai Elantra Coupe Base

Roxboro, NC

UnscoredInsufficient · 3
$10,950102,474 mi

Comparison: 3 similar vehicles

Roxboro, NC

2012 INFINITI G Coupe 37x

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

2012 INFINITI G Coupe 37x

Roxboro, NC

UnscoredInsufficient · 0
$10,950163,459 mi

Roxboro, NC

2015 Honda Accord LX-S

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

2015 Honda Accord LX-S

Franklinton, NC

Unscored
$11,49589,655 mi

Comparison: 6 similar vehicles

Franklinton, NC

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Henderson, NC

UnscoredInsufficient · 3
$11,99570,145 mi

Comparison: 3 similar vehicles

Henderson, NC

2014 Ford Mustang V6 Premium

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

2014 Ford Mustang V6 Premium

Durham, NC

Unscored
$11,999124,362 mi

Comparison: 14 similar vehicles

Durham, NC

2003 Nissan 350Z Enthusiast

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

2003 Nissan 350Z Enthusiast

Durham, NC

UnscoredInsufficient · 0
$12,17889,655 mi

Durham, NC

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Durham, NC

UnscoredInsufficient · 3
$12,45098,918 mi

Comparison: 3 similar vehicles

Durham, NC

2006 Ford Mustang GT Deluxe

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

2006 Ford Mustang GT Deluxe

Roxboro, NC

Unscored
$12,97196,847 mi

Comparison: 11 similar vehicles

Roxboro, NC

2014 Mercedes-Benz E-Class E350

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

2014 Mercedes-Benz E-Class E350

Durham, NC

Fair PriceLimited · 13
$12,98882,177 mi

Market: $8,999 – $17,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Durham, NC

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

Danville, VA

Unscored
$12,995152,674 mi

Comparison: 58 similar vehicles

Danville, VA

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Blairs, VA

Great DealModerate · 37
$13,000103,534 mi

Market: $13,901 – $24,995

Comparison: 37 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 23 days listed (based on current market benchmarks)

Blairs, VA

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Durham, NC

Unscored
$13,000154,256 mi

Comparison: 23 similar vehicles

Durham, NC

2013 Scion FR-S 10 Series

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

2013 Scion FR-S 10 Series

Durham, NC

UnscoredInsufficient · 3
$13,49981,914 mi

Comparison: 3 similar vehicles

Durham, NC

2011 Honda Accord LX-S

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

2011 Honda Accord LX-S

Youngsville, NC

UnscoredInsufficient · 0
$13,49996,000 mi

Youngsville, NC

2012 Ford Mustang GT Premium

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

2012 Ford Mustang GT Premium

Durham, NC

Unscored
$14,500161,064 mi

Comparison: 16 similar vehicles

Durham, NC

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

Farmville, VA

Unscored
$14,676116,465 mi

Comparison: 5 similar vehicles

Farmville, VA

2021 Ford Mustang EcoBoost Premium

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

2021 Ford Mustang EcoBoost Premium

Durham, NC

Salvage title
$14,80035,650 mi

Durham, NC

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Danville, VA

OverpricedLimited · 17
$14,99596,338 mi

Market: $6,495 – $13,995

Comparison: 17 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Danville, VA

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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