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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 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

222 listings found

2006 Honda Accord 3.0 EX

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

2006 Honda Accord 3.0 EX

Washington, NC

UnscoredLimited · 8
$2,995218,395 mi

Comparison: 8 similar vehicles

Washington, NC

2004 Chevrolet Cavalier LS

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

2004 Chevrolet Cavalier LS

Wilson, NC

UnscoredInsufficient · 0
$4,200175,113 mi

Wilson, NC

2006 Scion tC Base

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

2006 Scion tC Base

New Bern, NC

UnscoredInsufficient · 0
$4,595183,559 mi

New Bern, NC

2007 Chevrolet Monte Carlo SS

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

2007 Chevrolet Monte Carlo SS

New Bern, NC

UnscoredInsufficient · 0
$6,995222,341 mi

New Bern, NC

2007 Honda Accord EX

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

2007 Honda Accord EX

Greenville, NC

UnscoredLimited · 5
$7,49996,233 mi

Comparison: 5 similar vehicles

Greenville, NC

2014 Chevrolet Camaro 2LT

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

2014 Chevrolet Camaro 2LT

New Bern, NC

UnscoredInsufficient · 3
$7,995217,197 mi

Comparison: 3 similar vehicles

New Bern, NC

2008 Chrysler Crossfire Limited

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

2008 Chrysler Crossfire Limited

Rocky Mount, NC

UnscoredInsufficient · 3
$7,995131,373 mi

Comparison: 3 similar vehicles

Rocky Mount, NC

2008 INFINITI G 37 Journey

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

2008 INFINITI G 37 Journey

Rocky Mount, NC

UnscoredLimited · 5
$8,500192,205 mi

Comparison: 5 similar vehicles

Rocky Mount, 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

Wilson, NC

UnscoredModerate · 34
$8,899132,051 mi

Comparison: 34 similar vehicles

Wilson, NC

2016 Honda Civic EX

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

2016 Honda Civic EX

New Bern, NC

UnscoredLimited · 6
$8,995210,635 mi

Comparison: 6 similar vehicles

New Bern, NC

2015 Audi A5 Premium

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

2015 Audi A5 Premium

Greenville, NC

UnscoredInsufficient · 0
$8,995112,009 mi

Greenville, NC

2014 Honda Civic EX

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

2014 Honda Civic EX

New Bern, NC

UnscoredModerate · 45
$8,995171,528 mi

Comparison: 45 similar vehicles

New Bern, NC

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

New Bern, NC

UnscoredLimited · 5
$9,495210,377 mi

Comparison: 5 similar vehicles

New Bern, NC

2012 Honda Civic SI

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

2012 Honda Civic SI

Rocky Mount, NC

UnscoredLimited · 6
$9,991158,016 mi

Comparison: 6 similar vehicles

Rocky Mount, NC

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Greenville, NC

UnscoredInsufficient · 3
$9,995155,932 mi

Comparison: 3 similar vehicles

Greenville, NC

2013 Ford Mustang V6

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

2013 Ford Mustang V6

New Bern, NC

UnscoredInsufficient · 3
$9,995128,054 mi

Comparison: 3 similar vehicles

New Bern, NC

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Snow Hill, NC

UnscoredLimited · 15
$10,699145,992 mi

Comparison: 15 similar vehicles

Snow Hill, NC

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Washington, NC

UnscoredLimited · 13
$10,995121,238 mi

Comparison: 13 similar vehicles

Washington, NC

2010 Chevrolet Camaro 1LT

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

2010 Chevrolet Camaro 1LT

Washington, NC

UnscoredLimited · 5
$11,700138,324 mi

Comparison: 5 similar vehicles

Washington, NC

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Greenville, NC

UnscoredModerate · 45
$11,995130,839 mi

Comparison: 45 similar vehicles

Greenville, NC

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Wilson, NC

UnscoredLimited · 6
$12,399137,709 mi

Comparison: 6 similar vehicles

Wilson, NC

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Wilson, NC

UnscoredLimited · 9
$12,399138,191 mi

Comparison: 9 similar vehicles

Wilson, NC

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Rocky Mount, NC

UnscoredLimited · 19
$12,900134,324 mi

Comparison: 19 similar vehicles

Rocky Mount, NC

2015 Honda Accord EX

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

2015 Honda Accord EX

New Bern, NC

UnscoredRobust · 52
$12,995141,677 mi

Comparison: 52 similar vehicles

New Bern, NC

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Wilson, NC

OverpricedLimited · 12
$13,99874,771 mi

Market: $6,970 – $12,798

Comparison: 12 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Wilson, NC

2018 INFINITI Q60 Coupe LUXE

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

2018 INFINITI Q60 Coupe LUXE

Wilson, NC

UnscoredLimited · 8
$13,999141,718 mi

Comparison: 8 similar vehicles

Wilson, NC

2017 Honda Accord Touring

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

2017 Honda Accord Touring

Greenville, NC

Salvage title
$15,194145,899 mi

Greenville, NC

2012 Chevrolet Camaro 2LT

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

2012 Chevrolet Camaro 2LT

Wilson, NC

UnscoredInsufficient · 0
$15,19955,785 mi

Wilson, NC

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Farmville, NC

UnscoredLimited · 10
$15,90023,432 mi

Comparison: 10 similar vehicles

Farmville, NC

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Farmville, NC

Salvage title
$16,0004,691 mi

Farmville, NC

2015 Dodge Challenger R/T

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

2015 Dodge Challenger R/T

Wilson, NC

UnscoredInsufficient · 4
$16,298117,428 mi

Comparison: 4 similar vehicles

Wilson, NC

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Greenville, NC

UnscoredRobust · 74
$16,398124,000 mi

Comparison: 74 similar vehicles

Greenville, NC

2017 Subaru BRZ Limited

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

2017 Subaru BRZ Limited

Wilson, NC

UnscoredInsufficient · 3
$16,59996,847 mi

Comparison: 3 similar vehicles

Wilson, NC

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Tarboro, NC

Fair PriceRobust · 52
$16,79982,056 mi

Market: $9,499 – $22,995

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 236 days listed (based on current market benchmarks)

Tarboro, NC

2015 Dodge Challenger R/T

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

2015 Dodge Challenger R/T

Rocky Mount, NC

UnscoredModerate · 32
$16,900122,043 mi

Comparison: 32 similar vehicles

Rocky Mount, NC

2005 Mercedes-Benz CL-Class CL55

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

2005 Mercedes-Benz CL-Class CL55

Havelock, NC

UnscoredInsufficient · 0
$16,99578,221 mi

Havelock, NC

2005 Ford Mustang GT Premium

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

2005 Ford Mustang GT Premium

Kinston, NC

UnscoredInsufficient · 0
$16,99751,800 mi

Kinston, NC

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Wilson, NC

UnscoredLimited · 5
$16,999113,129 mi

Comparison: 5 similar vehicles

Wilson, NC

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Snow Hill, NC

UnscoredInsufficient · 0
$17,19940,469 mi

Snow Hill, NC

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

Winterville, NC

UnscoredLimited · 12
$17,591121,322 mi

Comparison: 12 similar vehicles

Winterville, NC

2017 Honda Accord EX-L V-6

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

2017 Honda Accord EX-L V-6

Rocky Mount, NC

Fair PriceRobust · 60
$17,622101,388 mi

Market: $11,496 – $21,794

Comparison: 60 similar vehicles

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

Rocky Mount, NC

2016 Chevrolet Camaro 1LT

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

2016 Chevrolet Camaro 1LT

Kinston, NC

OverpricedModerate · 22
$17,99065,784 mi

Market: $11,497 – $14,995

Comparison: 22 similar vehicles

Priced ~20% above the typical market range for similar vehicles (based on current market benchmarks)

Kinston, NC

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

Washington, NC

UnscoredLimited · 7
$19,20078,200 mi

Comparison: 7 similar vehicles

Washington, NC

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Washington, NC

Fair PriceModerate · 47
$19,39886,388 mi

Market: $9,799 – $22,495

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Washington, NC

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Greenville, NC

UnscoredInsufficient · 3
$19,49991,468 mi

Comparison: 3 similar vehicles

Greenville, NC

2021 Chevrolet Camaro 1LT

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

2021 Chevrolet Camaro 1LT

Snow Hill, NC

UnscoredInsufficient · 0
$19,69949,720 mi

Snow Hill, NC

2016 Dodge Challenger R/T

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

2016 Dodge Challenger R/T

Rocky Mount, NC

Fair PriceLimited · 14
$19,76791,309 mi

Market: $15,999 – $25,990

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Rocky Mount, NC

2018 Mercedes-Benz E-Class E400

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

2018 Mercedes-Benz E-Class E400

Wilson, NC

UnscoredLimited · 6
$19,89985,692 mi

Comparison: 6 similar vehicles

Wilson, NC

2007 Chevrolet Corvette Base

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

2007 Chevrolet Corvette Base

Greenville, NC

UnscoredModerate · 42
$20,199101,261 mi

Comparison: 42 similar vehicles

Greenville, NC

2016 Mercedes-Benz E-Class E400

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

2016 Mercedes-Benz E-Class E400

Greenville, NC

UnscoredInsufficient · 3
$20,39861,539 mi

Comparison: 3 similar vehicles

Greenville, 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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