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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 21, 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

178 listings found

2004 Honda Accord EX

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

2004 Honda Accord EX

Kenansville, NC

UnscoredModerate · 49
$4,100192,087 mi

Comparison: 49 similar vehicles

Kenansville, NC

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

Kenansville, NC

UnscoredInsufficient · 3
$4,900181,180 mi

Comparison: 3 similar vehicles

Kenansville, NC

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Wilmington, NC

UnscoredLimited · 10
$6,970126,120 mi

Comparison: 10 similar vehicles

Wilmington, NC

2005 INFINITI G35 Coupe Base

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

2005 INFINITI G35 Coupe Base

Wilmington, NC

UnscoredInsufficient · 0
$6,995160,283 mi

Wilmington, NC

2012 Mercedes-Benz E-Class E350

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

2012 Mercedes-Benz E-Class E350

Kenansville, NC

UnscoredLimited · 7
$7,500167,048 mi

Comparison: 7 similar vehicles

Kenansville, NC

2008 BMW 3 Series 335i

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

2008 BMW 3 Series 335i

Piney Green, NC

UnscoredInsufficient · 0
$7,500228,626 mi

Piney Green, NC

2003 Toyota Celica GT

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

2003 Toyota Celica GT

Newport, NC

UnscoredInsufficient · 0
$8,495188,622 mi

Newport, NC

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

Wilmington, NC

Fair PriceLimited · 13
$8,830112,731 mi

Market: $5,498 – $16,070

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Wilmington, NC

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Wilmington, NC

Fair PriceLimited · 10
$9,479116,899 mi

Market: $6,970 – $13,998

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Wilmington, NC

2014 Scion FR-S Monogram

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

2014 Scion FR-S Monogram

Sneads Ferry, NC

UnscoredInsufficient · 0
$10,998124,431 mi

Sneads Ferry, NC

2006 Nissan 350Z Base

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

2006 Nissan 350Z Base

Sneads Ferry, NC

UnscoredInsufficient · 0
$10,998113,185 mi

Sneads Ferry, NC

2009 Nissan 370Z Touring

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

2009 Nissan 370Z Touring

Wilmington, NC

UnscoredInsufficient · 3
$10,999164,146 mi

Comparison: 3 similar vehicles

Wilmington, NC

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

Jacksonville, NC

UnscoredLimited · 7
$10,999117,388 mi

Comparison: 7 similar vehicles

Jacksonville, NC

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Wilmington, NC

UnscoredLimited · 7
$11,58082,038 mi

Comparison: 7 similar vehicles

Wilmington, NC

2012 Dodge Challenger R/T

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

2012 Dodge Challenger R/T

Jacksonville, NC

UnscoredInsufficient · 0
$12,590119,755 mi

Jacksonville, NC

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Wilmington, NC

UnscoredLimited · 8
$12,950126,860 mi

Comparison: 8 similar vehicles

Wilmington, NC

2011 Chevrolet Camaro 1LT

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

2011 Chevrolet Camaro 1LT

Jacksonville, NC

UnscoredLimited · 9
$12,99099,428 mi

Comparison: 9 similar vehicles

Jacksonville, NC

2003 Nissan 350Z Touring

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

2003 Nissan 350Z Touring

Wilmington, NC

UnscoredInsufficient · 0
$12,990128,984 mi

Wilmington, NC

2015 Ford Mustang V6

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

2015 Ford Mustang V6

Wilmington, NC

UnscoredLimited · 5
$13,274113,080 mi

Comparison: 5 similar vehicles

Wilmington, 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

Jacksonville, NC

UnscoredLimited · 8
$13,500115,317 mi

Comparison: 8 similar vehicles

Jacksonville, NC

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Jacksonville, NC

Fair PriceModerate · 43
$13,99577,944 mi

Market: $6,991 – $18,990

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Jacksonville, NC

2020 BMW 2 Series 230i

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

2020 BMW 2 Series 230i

Wilmington, NC

UnscoredLimited · 5
$14,380104,833 mi

Comparison: 5 similar vehicles

Wilmington, NC

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Jacksonville, NC

UnscoredRobust · 64
$14,900138,469 mi

Comparison: 64 similar vehicles

Jacksonville, NC

2016 Ford Mustang EcoBoost Premium

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

2016 Ford Mustang EcoBoost Premium

Jacksonville, NC

Fair PriceModerate · 27
$14,995110,180 mi

Market: $9,995 – $18,590

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Jacksonville, NC

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Jacksonville, NC

Fair PriceModerate · 22
$14,995103,658 mi

Market: $7,823 – $16,995

Comparison: 22 similar vehicles

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

Jacksonville, NC

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Wilmington, NC

Fair PriceLimited · 11
$16,79889,868 mi

Market: $11,995 – $20,171

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Wilmington, 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

Wilmington, NC

UnscoredLimited · 9
$17,54979,137 mi

Comparison: 9 similar vehicles

Wilmington, NC

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Jacksonville, NC

UnscoredLimited · 7
$17,99074,628 mi

Comparison: 7 similar vehicles

Jacksonville, NC

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

Wilmington, NC

Fair PriceLimited · 13
$17,998114,664 mi

Market: $13,499 – $19,999

Comparison: 13 similar vehicles

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

Wilmington, NC

2014 Chevrolet Camaro 2SS

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

2014 Chevrolet Camaro 2SS

Swansboro, NC

UnscoredLimited · 5
$18,580Mileage not verified

Comparison: 5 similar vehicles

Swansboro, NC

2015 Honda Civic Si

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

2015 Honda Civic Si

Wilmington, NC

UnscoredInsufficient · 0
$18,998124,013 mi

Wilmington, NC

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Jacksonville, NC

Fair PriceModerate · 38
$19,89098,178 mi

Market: $18,497 – $27,170

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Jacksonville, NC

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Jacksonville, NC

Fair PriceRobust · 52
$19,90087,575 mi

Market: $9,799 – $20,787

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Jacksonville, NC

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Jacksonville, NC

UnscoredInsufficient · 0
$19,99010,037 mi

Jacksonville, NC

2002 Chevrolet Corvette Z06

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

2002 Chevrolet Corvette Z06

Sneads Ferry, NC

UnscoredInsufficient · 0
$19,99880,317 mi

Sneads Ferry, NC

2022 Chevrolet Camaro 1LT

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

2022 Chevrolet Camaro 1LT

Burgaw, NC

UnscoredLimited · 6
$20,70065,613 mi

Comparison: 6 similar vehicles

Burgaw, NC

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Wilmington, NC

Great DealLimited · 10
$21,75061,784 mi

Market: $24,116 – $28,682

Comparison: 10 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 59 days listed (based on current market benchmarks)

Wilmington, NC

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Jacksonville, NC

UnscoredInsufficient · 0
$21,88933,925 mi

Jacksonville, NC

2019 Dodge Challenger R/T Plus

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

2019 Dodge Challenger R/T Plus

Jacksonville, NC

UnscoredInsufficient · 0
$22,59085,818 mi

Jacksonville, NC

2011 Chevrolet Camaro 1SS

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

2011 Chevrolet Camaro 1SS

Wilmington, NC

UnscoredInsufficient · 0
$23,22336,312 mi

Wilmington, NC

2020 BMW 2 Series 230i

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

2020 BMW 2 Series 230i

Jacksonville, NC

UnscoredInsufficient · 0
$23,34649,372 mi

Jacksonville, NC

2018 Dodge Challenger GT

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

2018 Dodge Challenger GT

Wilmington, NC

UnscoredInsufficient · 0
$23,39571,549 mi

Wilmington, NC

2017 Jaguar F-TYPE Premium

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

2017 Jaguar F-TYPE Premium

Wilmington, NC

UnscoredInsufficient · 0
$23,79483,083 mi

Wilmington, NC

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Wilmington, NC

Fair PriceLimited · 10
$24,20050,069 mi

Market: $22,894 – $27,998

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Wilmington, NC

2022 Dodge Challenger R/T

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

2022 Dodge Challenger R/T

Wilmington, NC

UnscoredInsufficient · 3
$24,50089,515 mi

Comparison: 3 similar vehicles

Wilmington, NC

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Jacksonville, NC

UnscoredInsufficient · 0
$24,50026,609 mi

Jacksonville, NC

2016 Lexus RC 200t

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

2016 Lexus RC 200t

Jacksonville, NC

UnscoredInsufficient · 0
$25,99047,320 mi

Jacksonville, NC

2008 Ford Mustang Shelby GT500

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

2008 Ford Mustang Shelby GT500

Jacksonville, NC

UnscoredInsufficient · 0
$25,99983,478 mi

Jacksonville, NC

2021 Dodge Challenger GT

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

2021 Dodge Challenger GT

Jacksonville, NC

UnscoredInsufficient · 0
$26,00028,632 mi

Jacksonville, NC

2003 Chevrolet Corvette Z06

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

2003 Chevrolet Corvette Z06

Jacksonville, NC

UnscoredInsufficient · 0
$26,39954,450 mi

Jacksonville, NC

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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