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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

749 listings found

2007 Mitsubishi Eclipse GS

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

2007 Mitsubishi Eclipse GS

Garner, NC

UnscoredInsufficient · 0
$2,200162,009 mi

Garner, NC

2006 Saturn ION 3

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

2006 Saturn ION 3

Fayetteville, NC

UnscoredInsufficient · 0
$2,285148,809 mi

Fayetteville, NC

2003 Chevrolet Cavalier Base

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

2003 Chevrolet Cavalier Base

Roseboro, NC

UnscoredInsufficient · 0
$2,650230,350 mi

Roseboro, NC

2001 Acura CL Base

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

2001 Acura CL Base

Fayetteville, NC

UnscoredInsufficient · 0
$3,388130,346 mi

Fayetteville, NC

2000 Toyota Celica GT

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

2000 Toyota Celica GT

Raleigh, NC

UnscoredInsufficient · 0
$3,950195,149 mi

Raleigh, NC

2001 Toyota Camry Solara SE

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

2001 Toyota Camry Solara SE

Raleigh, NC

UnscoredInsufficient · 0
$3,995308,335 mi

Raleigh, NC

2007 Honda Civic LX

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

2007 Honda Civic LX

Clayton, NC

UnscoredLimited · 19
$4,000229,000 mi

Comparison: 19 similar vehicles

Clayton, NC

2011 Honda Civic LX

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

2011 Honda Civic LX

Lillington, NC

UnscoredLimited · 17
$4,100184,082 mi

Comparison: 17 similar vehicles

Lillington, NC

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

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

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

2006 Mercedes-Benz CLK-Class CLK350

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

2006 Mercedes-Benz CLK-Class CLK350

Raleigh, NC

UnscoredLimited · 5
$4,950114,922 mi

Comparison: 5 similar vehicles

Raleigh, NC

2001 Honda Civic DX

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

2001 Honda Civic DX

Garner, NC

UnscoredInsufficient · 0
$4,995168,541 mi

Garner, NC

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Raleigh, NC

UnscoredLimited · 14
$4,999184,000 mi

Comparison: 14 similar vehicles

Raleigh, NC

2007 BMW 3 Series 328i

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

2007 BMW 3 Series 328i

Raleigh, NC

UnscoredLimited · 9
$4,999198,970 mi

Comparison: 9 similar vehicles

Raleigh, NC

2000 Ford Mustang Base

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

2000 Ford Mustang Base

Raleigh, NC

UnscoredInsufficient · 0
$5,249133,987 mi

Raleigh, NC

2012 MINI Cooper S

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

2012 MINI Cooper S

Raleigh, NC

UnscoredInsufficient · 4
$5,495136,599 mi

Comparison: 4 similar vehicles

Raleigh, 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

Raleigh, NC

UnscoredInsufficient · 4
$5,498217,058 mi

Comparison: 4 similar vehicles

Raleigh, NC

2013 Honda Civic LX

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

2013 Honda Civic LX

Raleigh, NC

UnscoredModerate · 30
$5,498191,412 mi

Comparison: 30 similar vehicles

Raleigh, NC

2009 Nissan Altima S

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

2009 Nissan Altima S

Selma, NC

UnscoredInsufficient · 4
$5,499102,993 mi

Comparison: 4 similar vehicles

Selma, NC

2008 Honda Civic LX

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

2008 Honda Civic LX

Clayton, NC

UnscoredModerate · 20
$5,499140,145 mi

Comparison: 20 similar vehicles

Clayton, NC

2006 Toyota Camry Solara SE

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

2006 Toyota Camry Solara SE

Wendell, NC

UnscoredLimited · 13
$5,499206,494 mi

Comparison: 13 similar vehicles

Wendell, NC

2012 Hyundai Genesis Coupe Base

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

2012 Hyundai Genesis Coupe Base

Fuquay-Varina, NC

UnscoredInsufficient · 0
$5,500184,734 mi

Fuquay-Varina, 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

Garner, NC

UnscoredLimited · 7
$5,900215,378 mi

Comparison: 7 similar vehicles

Garner, NC

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Garner, NC

UnscoredInsufficient · 4
$5,900163,057 mi

Comparison: 4 similar vehicles

Garner, NC

2011 Hyundai Genesis Coupe Track

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

2011 Hyundai Genesis Coupe Track

Kenly, NC

UnscoredInsufficient · 0
$5,995160,510 mi

Kenly, NC

2011 Mercedes-Benz E-Class E350

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

2011 Mercedes-Benz E-Class E350

Garner, NC

UnscoredModerate · 26
$5,997120,881 mi

Comparison: 26 similar vehicles

Garner, NC

2008 Honda Accord EX

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

2008 Honda Accord EX

Garner, NC

UnscoredLimited · 15
$5,997209,743 mi

Comparison: 15 similar vehicles

Garner, NC

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Raleigh, NC

UnscoredLimited · 14
$5,999199,750 mi

Comparison: 14 similar vehicles

Raleigh, NC

2012 Honda Civic EX

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

2012 Honda Civic EX

Sanford, NC

UnscoredInsufficient · 4
$6,299201,149 mi

Comparison: 4 similar vehicles

Sanford, NC

2012 Nissan Altima SR

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

2012 Nissan Altima SR

Selma, NC

UnscoredLimited · 6
$6,499116,127 mi

Comparison: 6 similar vehicles

Selma, 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

Raleigh, NC

UnscoredInsufficient · 0
$6,499161,614 mi

Raleigh, NC

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

Raleigh, NC

UnscoredInsufficient · 4
$6,499161,571 mi

Comparison: 4 similar vehicles

Raleigh, NC

2002 Pontiac Firebird Base

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

2002 Pontiac Firebird Base

Raleigh, NC

UnscoredInsufficient · 0
$6,499192,184 mi

Raleigh, NC

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Garner, NC

UnscoredInsufficient · 3
$6,500161,057 mi

Comparison: 3 similar vehicles

Garner, NC

2013 Hyundai Elantra Coupe SE

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

2013 Hyundai Elantra Coupe SE

Raleigh, NC

UnscoredInsufficient · 0
$6,950119,639 mi

Raleigh, 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

Raleigh, NC

Great DealLimited · 19
$6,950106,640 mi

Market: $11,500 – $11,678

Comparison: 19 similar vehicles

Competitively priced ~40% below the typical range compared to similar vehicles · 29 days listed (based on current market benchmarks)

Raleigh, NC

2013 Cadillac CTS Coupe Performance Collection

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

2013 Cadillac CTS Coupe Performance Collection

Fuquay-Varina, NC

UnscoredInsufficient · 0
$6,995153,000 mi

Fuquay-Varina, 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

Raleigh, NC

UnscoredInsufficient · 3
$6,997194,798 mi

Comparison: 3 similar vehicles

Raleigh, NC

2010 Honda Accord EX

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

2010 Honda Accord EX

Garner, NC

UnscoredLimited · 6
$6,997163,022 mi

Comparison: 6 similar vehicles

Garner, NC

2008 BMW 3 Series 328xi

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

2008 BMW 3 Series 328xi

Clayton, NC

UnscoredInsufficient · 0
$6,999124,845 mi

Clayton, NC

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Goldsboro, NC

UnscoredInsufficient · 4
$6,999121,914 mi

Comparison: 4 similar vehicles

Goldsboro, NC

2010 Ford Mustang V6 Premium

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

2010 Ford Mustang V6 Premium

Clayton, NC

UnscoredInsufficient · 4
$7,398134,385 mi

Comparison: 4 similar vehicles

Clayton, NC

2007 Mercedes-Benz CLK-Class CLK350

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

2007 Mercedes-Benz CLK-Class CLK350

Clayton, NC

UnscoredInsufficient · 3
$7,498104,567 mi

Comparison: 3 similar vehicles

Clayton, NC

2006 Ford Mustang Standard

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

2006 Ford Mustang Standard

Clayton, NC

UnscoredLimited · 6
$7,498134,260 mi

Comparison: 6 similar vehicles

Clayton, 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

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

Raleigh, NC

UnscoredLimited · 9
$7,950130,375 mi

Comparison: 9 similar vehicles

Raleigh, NC

2011 Dodge Challenger SE

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

2011 Dodge Challenger SE

Raleigh, NC

UnscoredLimited · 7
$7,950129,567 mi

Comparison: 7 similar vehicles

Raleigh, NC

2015 Scion tC Base

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

2015 Scion tC Base

Fuquay-Varina, NC

UnscoredLimited · 7
$7,988134,958 mi

Comparison: 7 similar vehicles

Fuquay-Varina, NC

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Raleigh, NC

UnscoredLimited · 5
$7,995131,932 mi

Comparison: 5 similar vehicles

Raleigh, NC

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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