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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

416 listings found

2004 Honda Civic VP

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

2004 Honda Civic VP

Mount Airy, NC

UnscoredInsufficient · 0
$2,800203,478 mi

Mount Airy, NC

2008 Honda Civic LX

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

2008 Honda Civic LX

Martinsville, VA

UnscoredModerate · 24
$3,900221,230 mi

Comparison: 24 similar vehicles

Martinsville, VA

2000 Honda Accord LX

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

2000 Honda Accord LX

East Bend, NC

UnscoredInsufficient · 0
$3,995188,000 mi

East Bend, 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

Martinsville, VA

UnscoredInsufficient · 3
$4,400188,842 mi

Comparison: 3 similar vehicles

Martinsville, VA

2007 Chevrolet Cobalt LT

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

2007 Chevrolet Cobalt LT

Willis, VA

UnscoredInsufficient · 0
$4,495105,770 mi

Willis, VA

2010 Honda Civic EX

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

2010 Honda Civic EX

Greensboro, NC

UnscoredModerate · 42
$4,500190,019 mi

Comparison: 42 similar vehicles

Greensboro, NC

2007 Honda Accord EX

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

2007 Honda Accord EX

Dublin, VA

UnscoredLimited · 10
$4,599232,314 mi

Comparison: 10 similar vehicles

Dublin, VA

2008 Scion tC Spec Package

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

2008 Scion tC Spec Package

Willis, VA

UnscoredInsufficient · 0
$5,495106,184 mi

Willis, VA

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

Lexington, NC

UnscoredLimited · 6
$5,500188,110 mi

Comparison: 6 similar vehicles

Lexington, NC

2013 MINI Cooper S

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

2013 MINI Cooper S

Winston-Salem, NC

Fair PriceModerate · 37
$5,999106,763 mi

Market: $4,700 – $14,990

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Winston-Salem, NC

2010 Nissan Altima S

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

2010 Nissan Altima S

Kernersville, NC

Fair PriceModerate · 21
$5,999101,000 mi

Market: $3,700 – $9,200

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 892 days listed (based on current market benchmarks)

Kernersville, NC

2007 Toyota Camry Solara SE

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

2007 Toyota Camry Solara SE

Greensboro, NC

UnscoredInsufficient · 0
$6,20095,053 mi

Greensboro, NC

2006 Toyota Camry Solara SLE

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

2006 Toyota Camry Solara SLE

Greensboro, NC

UnscoredInsufficient · 3
$6,50085,599 mi

Comparison: 3 similar vehicles

Greensboro, NC

2009 Ford Focus SES

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

2009 Ford Focus SES

High Point, NC

UnscoredLimited · 5
$6,798131,216 mi

Comparison: 5 similar vehicles

High Point, NC

2012 Cadillac CTS Coupe Performance Collection

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

2012 Cadillac CTS Coupe Performance Collection

Madison, NC

UnscoredInsufficient · 0
$6,900179,853 mi

Madison, NC

2012 Honda Civic LX

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

2012 Honda Civic LX

Greensboro, NC

UnscoredLimited · 15
$6,900181,671 mi

Comparison: 15 similar vehicles

Greensboro, NC

2010 Mercedes-Benz E-Class E350

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

2010 Mercedes-Benz E-Class E350

Mocksville, NC

UnscoredLimited · 5
$6,995153,860 mi

Comparison: 5 similar vehicles

Mocksville, NC

2006 Ford Mustang Standard

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

2006 Ford Mustang Standard

Winston-Salem, NC

UnscoredInsufficient · 3
$6,999148,583 mi

Comparison: 3 similar vehicles

Winston-Salem, 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

2015 Honda Civic EX

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

2015 Honda Civic EX

East Bend, NC

Fair PriceRobust · 78
$7,45099,750 mi

Market: $7,100 – $15,998

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

East Bend, NC

2014 Chevrolet Camaro 2LT

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

2014 Chevrolet Camaro 2LT

Winston-Salem, NC

UnscoredLimited · 9
$7,499178,119 mi

Comparison: 9 similar vehicles

Winston-Salem, NC

2014 Honda Accord EX-L

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

2014 Honda Accord EX-L

Greensboro, NC

UnscoredModerate · 26
$7,500186,121 mi

Comparison: 26 similar vehicles

Greensboro, NC

2004 INFINITI G35 Sport Coupe Base

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

2004 INFINITI G35 Sport Coupe Base

Lexington, NC

UnscoredModerate · 44
$7,500126,542 mi

Comparison: 44 similar vehicles

Lexington, NC

2004 INFINITI G35 Sport Coupe Base

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

2004 INFINITI G35 Sport Coupe Base

Winston-Salem, NC

UnscoredModerate · 46
$7,900181,535 mi

Comparison: 46 similar vehicles

Winston-Salem, NC

2014 Chevrolet Camaro 1LS

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

2014 Chevrolet Camaro 1LS

Mayodan, NC

UnscoredLimited · 6
$7,995177,000 mi

Comparison: 6 similar vehicles

Mayodan, NC

No Photo

2009 Chevrolet Cobalt LT

Floyd, VA

UnscoredInsufficient · 0
$7,995127,015 mi

Floyd, VA

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Winston-Salem, NC

UnscoredLimited · 8
$7,999139,997 mi

Comparison: 8 similar vehicles

Winston-Salem, NC

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Mayodan, NC

Fair PriceModerate · 26
$8,450119,000 mi

Market: $5,900 – $14,879

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Mayodan, NC

2013 Chevrolet Camaro 2LS

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

2013 Chevrolet Camaro 2LS

Mount Airy, NC

UnscoredInsufficient · 3
$8,700165,573 mi

Comparison: 3 similar vehicles

Mount Airy, NC

2010 Chevrolet Camaro 1LT

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

2010 Chevrolet Camaro 1LT

Winston-Salem, NC

UnscoredLimited · 6
$8,700132,595 mi

Comparison: 6 similar vehicles

Winston-Salem, NC

2008 Honda Civic EX

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

2008 Honda Civic EX

Wilkesboro, NC

Fair PriceLimited · 13
$8,921113,102 mi

Market: $4,695 – $15,094

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Wilkesboro, NC

2010 Honda Accord EX-L

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

2010 Honda Accord EX-L

Jefferson, NC

UnscoredModerate · 24
$8,995152,137 mi

Comparison: 24 similar vehicles

Jefferson, NC

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

Kernersville, NC

UnscoredLimited · 5
$8,999172,638 mi

Comparison: 5 similar vehicles

Kernersville, NC

2015 Scion tC Base

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

2015 Scion tC Base

Mocksville, NC

UnscoredLimited · 7
$8,999112,291 mi

Comparison: 7 similar vehicles

Mocksville, NC

2012 Cadillac CTS Coupe Performance Collection

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

2012 Cadillac CTS Coupe Performance Collection

Winston-Salem, NC

UnscoredInsufficient · 0
$8,999180,603 mi

Winston-Salem, NC

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Kernersville, NC

UnscoredLimited · 6
$9,499175,464 mi

Comparison: 6 similar vehicles

Kernersville, NC

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Lexington, NC

UnscoredLimited · 13
$9,500168,590 mi

Comparison: 13 similar vehicles

Lexington, NC

2011 INFINITI G Coupe 37x

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

2011 INFINITI G Coupe 37x

Greensboro, NC

UnscoredInsufficient · 4
$9,500104,374 mi

Comparison: 4 similar vehicles

Greensboro, NC

1997 Chevrolet Corvette Base

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

1997 Chevrolet Corvette Base

Thomasville, NC

UnscoredInsufficient · 0
$9,500134,100 mi

Thomasville, NC

2013 Ford Mustang V6 Premium

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

2013 Ford Mustang V6 Premium

Advance, NC

UnscoredLimited · 6
$9,700104,951 mi

Comparison: 6 similar vehicles

Advance, NC

2015 BMW 4 Series 435i

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

2015 BMW 4 Series 435i

Mayodan, NC

UnscoredRobust · 57
$9,995167,000 mi

Comparison: 57 similar vehicles

Mayodan, NC

2014 Honda Accord LX-S

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

2014 Honda Accord LX-S

Bassett, VA

UnscoredInsufficient · 4
$9,995138,997 mi

Comparison: 4 similar vehicles

Bassett, VA

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

Mocksville, NC

UnscoredInsufficient · 3
$9,999143,441 mi

Comparison: 3 similar vehicles

Mocksville, NC

2012 Honda Civic EX

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

2012 Honda Civic EX

King, NC

UnscoredLimited · 8
$10,488150,919 mi

Comparison: 8 similar vehicles

King, NC

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Winston-Salem, NC

Fair PriceLimited · 12
$10,59099,239 mi

Market: $9,500 – $14,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Winston-Salem, NC

2014 Honda Accord EX-L

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

2014 Honda Accord EX-L

Greensboro, NC

UnscoredModerate · 25
$10,789152,344 mi

Comparison: 25 similar vehicles

Greensboro, NC

No Photo

2014 Dodge Challenger R/T Classic

Winston-Salem, NC

UnscoredInsufficient · 3
$10,900131,508 mi

Comparison: 3 similar vehicles

Winston-Salem, 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

Winston-Salem, NC

UnscoredModerate · 32
$10,900177,300 mi

Comparison: 32 similar vehicles

Winston-Salem, NC

2017 Honda Civic LX

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

2017 Honda Civic LX

Greensboro, NC

UnscoredRobust · 150
$10,999127,972 mi

Comparison: 150 similar vehicles

Greensboro, NC

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Martinsville, VA

Fair PriceModerate · 25
$11,000108,912 mi

Market: $6,495 – $14,995

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Martinsville, 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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