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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

219 listings found

2004 BMW 3 Series 325

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

2004 BMW 3 Series 325

Danville, VA

UnscoredInsufficient · 3
$4,495132,002 mi

Comparison: 3 similar vehicles

Danville, 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

UnscoredLimited · 15
$4,599169,660 mi

Comparison: 15 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

2005 Honda Accord EX

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

2005 Honda Accord EX

Burlington, NC

UnscoredLimited · 15
$5,500194,972 mi

Comparison: 15 similar vehicles

Burlington, NC

No Photo

2013 Honda Civic LX

Danville, VA

UnscoredLimited · 11
$5,995199,398 mi

Comparison: 11 similar vehicles

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

UnscoredModerate · 41
$5,999180,000 mi

Comparison: 41 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

Fair PriceRobust · 52
$6,991119,748 mi

Market: $6,997 – $18,990

Comparison: 52 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 207 days listed (based on current market benchmarks)

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

2014 Chevrolet Camaro 1LS

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

2014 Chevrolet Camaro 1LS

Burlington, NC

UnscoredInsufficient · 4
$6,999125,581 mi

Comparison: 4 similar vehicles

Burlington, NC

2012 Honda Civic EX

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

2012 Honda Civic EX

Eden, NC

UnscoredLimited · 8
$7,300152,095 mi

Comparison: 8 similar vehicles

Eden, 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 · 3
$7,990170,000 mi

Comparison: 3 similar vehicles

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
$7,994118,798 mi

Durham, NC

2010 Honda Accord LX-S

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

2010 Honda Accord LX-S

Lynchburg, VA

UnscoredInsufficient · 0
$7,99560,123 mi

Lynchburg, VA

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 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

UnscoredModerate · 26
$8,990142,227 mi

Comparison: 26 similar vehicles

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

Burlington, NC

UnscoredLimited · 5
$8,995129,107 mi

Comparison: 5 similar vehicles

Burlington, NC

2011 Hyundai Genesis Coupe Base

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

2011 Hyundai Genesis Coupe Base

Creedmoor, NC

UnscoredInsufficient · 0
$9,500137,267 mi

Creedmoor, NC

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Burlington, NC

UnscoredLimited · 10
$9,799188,619 mi

Comparison: 10 similar vehicles

Burlington, 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

UnscoredInsufficient · 4
$9,799101,777 mi

Comparison: 4 similar vehicles

Henderson, 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

Durham, NC

UnscoredLimited · 6
$9,950140,209 mi

Comparison: 6 similar vehicles

Durham, 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

Lynchburg, VA

UnscoredInsufficient · 0
$9,97571,078 mi

Lynchburg, 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

2012 Honda Civic SI

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

2012 Honda Civic SI

Roxboro, NC

UnscoredModerate · 27
$10,000149,422 mi

Comparison: 27 similar vehicles

Roxboro, 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 · 3
$10,495117,697 mi

Comparison: 3 similar vehicles

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

UnscoredRobust · 64
$10,499170,000 mi

Comparison: 64 similar vehicles

Oxford, 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

UnscoredLimited · 14
$10,500168,000 mi

Comparison: 14 similar vehicles

Henderson, 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

UnscoredInsufficient · 4
$10,899100,650 mi

Comparison: 4 similar vehicles

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 EX-L

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

2015 Honda Accord EX-L

Franklinton, NC

UnscoredLimited · 7
$10,995115,108 mi

Comparison: 7 similar vehicles

Franklinton, NC

2013 Honda Accord LX-S

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

2013 Honda Accord LX-S

Franklinton, NC

Fair PriceLimited · 10
$10,995104,869 mi

Market: $7,995 – $12,000

Comparison: 10 similar vehicles

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

Franklinton, NC

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Lynchburg, VA

UnscoredLimited · 9
$10,995119,837 mi

Comparison: 9 similar vehicles

Lynchburg, VA

No Photo

2015 Chevrolet Camaro 1LT

Lynchburg, VA

Fair PriceRobust · 76
$11,99598,123 mi

Market: $6,700 – $18,495

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Lynchburg, VA

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Burlington, NC

UnscoredLimited · 12
$11,995130,478 mi

Comparison: 12 similar vehicles

Burlington, NC

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Lynchburg, VA

Fair PriceRobust · 53
$11,99584,143 mi

Market: $6,991 – $18,990

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 305 days listed (based on current market benchmarks)

Lynchburg, VA

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

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

Fair PriceModerate · 20
$12,45098,918 mi

Market: $7,995 – $15,990

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

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

Great DealLimited · 11
$12,97196,847 mi

Market: $15,890 – $16,789

Comparison: 11 similar vehicles

Competitively priced ~18% below the typical range compared to similar vehicles · 45 days listed (based on current market benchmarks)

Roxboro, NC

2020 Honda Civic EX

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

2020 Honda Civic EX

Lynchburg, VA

UnscoredInsufficient · 4
$12,99584,123 mi

Comparison: 4 similar vehicles

Lynchburg, VA

2011 Chevrolet Camaro 2LS

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

2011 Chevrolet Camaro 2LS

Lynchburg, VA

UnscoredInsufficient · 0
$12,995132,161 mi

Lynchburg, 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

Fair PriceRobust · 93
$13,000103,534 mi

Market: $13,498 – $24,995

Comparison: 93 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 7 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

UnscoredModerate · 30
$13,000154,256 mi

Comparison: 30 similar vehicles

Durham, NC

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Farmville, VA

Fair PriceModerate · 43
$14,299107,179 mi

Market: $9,499 – $22,995

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Farmville, VA

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Durham, NC

UnscoredLimited · 10
$14,500133,760 mi

Comparison: 10 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

UnscoredLimited · 6
$14,676116,465 mi

Comparison: 6 similar vehicles

Farmville, VA

2010 Chevrolet Camaro 1LT

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

2010 Chevrolet Camaro 1LT

Danville, VA

UnscoredInsufficient · 0
$14,96058,337 mi

Danville, VA

No Photo

2017 Ford Mustang EcoBoost Premium

Lynchburg, VA

Fair PriceModerate · 27
$14,995113,883 mi

Market: $8,849 – $19,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Lynchburg, VA

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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