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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 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

7,476 listings found

2005 Mazda MAZDA3 SP Special Edition

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

2005 Mazda MAZDA3 SP Special Edition

Wendell, NC

UnscoredInsufficient · 0
$2,000224,473 mi

Wendell, NC

2014 Mitsubishi Lancer ES

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

2014 Mitsubishi Lancer ES

Garner, NC

Salvage title
$2,200171,678 mi

Garner, NC

2005 Ford Taurus SE

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

2005 Ford Taurus SE

Ayden, NC

UnscoredInsufficient · 3
$2,250224,215 mi

Comparison: 3 similar vehicles

Ayden, NC

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Bethel, NC

UnscoredLimited · 5
$2,295295,291 mi

Comparison: 5 similar vehicles

Bethel, NC

2005 Acura RL Base

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

2005 Acura RL Base

Bethel, NC

UnscoredInsufficient · 3
$2,295283,574 mi

Comparison: 3 similar vehicles

Bethel, NC

2005 Mazda MAZDA3 I

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

2005 Mazda MAZDA3 I

Bethel, NC

UnscoredInsufficient · 0
$2,495203,153 mi

Bethel, NC

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Henderson, NC

UnscoredLimited · 15
$2,500336,067 mi

Comparison: 15 similar vehicles

Henderson, NC

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Wendell, NC

UnscoredLimited · 9
$2,500228,888 mi

Comparison: 9 similar vehicles

Wendell, NC

2003 Lexus ES 300

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

2003 Lexus ES 300

Bethel, NC

UnscoredInsufficient · 0
$2,599310,393 mi

Bethel, NC

2014 Kia Forte EX

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

2014 Kia Forte EX

Garner, NC

UnscoredLimited · 8
$2,800180,004 mi

Comparison: 8 similar vehicles

Garner, NC

2010 Chrysler Sebring Limited

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

2010 Chrysler Sebring Limited

Garner, NC

UnscoredInsufficient · 0
$2,900167,274 mi

Garner, NC

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Mount Olive, NC

UnscoredModerate · 35
$2,975272,341 mi

Comparison: 35 similar vehicles

Mount Olive, NC

No Photo

2007 Hyundai Sonata SE

Rocky Mount, NC

UnscoredInsufficient · 0
$2,989206,618 mi

Rocky Mount, NC

No Photo

1999 Mercury Grand Marquis LS

Rocky Mount, NC

UnscoredInsufficient · 0
$2,989234,270 mi

Rocky Mount, NC

2012 Kia Rio LX

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

2012 Kia Rio LX

Raleigh, NC

UnscoredInsufficient · 0
$2,995175,535 mi

Raleigh, NC

2011 Ford Focus SE

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

2011 Ford Focus SE

Bethel, NC

UnscoredInsufficient · 0
$2,995205,568 mi

Bethel, NC

2009 Honda Civic LX

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

2009 Honda Civic LX

Zebulon, NC

Salvage title
$2,995165,748 mi

Zebulon, NC

2007 Nissan Sentra 2.0

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

2007 Nissan Sentra 2.0

Wilson, NC

UnscoredInsufficient · 0
$2,995156,552 mi

Wilson, NC

2008 Volvo S60 2.5T

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

2008 Volvo S60 2.5T

Raleigh, NC

UnscoredInsufficient · 0
$2,998137,257 mi

Raleigh, NC

2004 Mitsubishi Lancer ES

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

2004 Mitsubishi Lancer ES

Warrenton, NC

UnscoredInsufficient · 0
$2,999168,451 mi

Warrenton, NC

2013 Dodge Charger SE

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

2013 Dodge Charger SE

Bethel, NC

UnscoredLimited · 9
$3,200308,752 mi

Comparison: 9 similar vehicles

Bethel, NC

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Angier, NC

UnscoredModerate · 30
$3,200207,952 mi

Comparison: 30 similar vehicles

Angier, NC

2011 Lincoln MKZ Base

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

2011 Lincoln MKZ Base

Bethel, NC

UnscoredLimited · 6
$3,295148,669 mi

Comparison: 6 similar vehicles

Bethel, NC

2012 Chevrolet Cruze ECO

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

2012 Chevrolet Cruze ECO

Raleigh, NC

UnscoredInsufficient · 3
$3,450134,076 mi

Comparison: 3 similar vehicles

Raleigh, NC

2007 Kia Spectra EX

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

2007 Kia Spectra EX

Raleigh, NC

UnscoredInsufficient · 0
$3,450119,137 mi

Raleigh, NC

1998 Lexus ES 300

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

1998 Lexus ES 300

Raleigh, NC

UnscoredInsufficient · 0
$3,488287,413 mi

Raleigh, NC

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Bethel, NC

UnscoredModerate · 23
$3,495216,047 mi

Comparison: 23 similar vehicles

Bethel, NC

2011 Hyundai Accent GLS

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

2011 Hyundai Accent GLS

Zebulon, NC

UnscoredInsufficient · 4
$3,495137,458 mi

Comparison: 4 similar vehicles

Zebulon, NC

2008 Nissan Altima S

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

2008 Nissan Altima S

Raleigh, NC

UnscoredInsufficient · 3
$3,495177,151 mi

Comparison: 3 similar vehicles

Raleigh, NC

2007 Toyota Camry Hybrid

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

2007 Toyota Camry Hybrid

Zebulon, NC

UnscoredModerate · 27
$3,495175,886 mi

Comparison: 27 similar vehicles

Zebulon, NC

2005 Ford Focus ZX4 SE

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

2005 Ford Focus ZX4 SE

Raleigh, NC

UnscoredInsufficient · 0
$3,495136,455 mi

Raleigh, NC

2003 Toyota Avalon XL

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

2003 Toyota Avalon XL

Zebulon, NC

UnscoredLimited · 9
$3,495178,562 mi

Comparison: 9 similar vehicles

Zebulon, NC

2010 Volkswagen Jetta SE

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

2010 Volkswagen Jetta SE

Smithfield, NC

UnscoredInsufficient · 0
$3,499Mileage not verified

Smithfield, NC

2014 Mercedes-Benz CLA-Class CLA250

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

2014 Mercedes-Benz CLA-Class CLA250

Raleigh, NC

UnscoredInsufficient · 3
$3,500166,310 mi

Comparison: 3 similar vehicles

Raleigh, NC

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Dunn, NC

UnscoredModerate · 23
$3,500159,488 mi

Comparison: 23 similar vehicles

Dunn, NC

No Photo

2008 Pontiac G6 1SV

Newton Grove, NC

UnscoredInsufficient · 0
$3,500191,611 mi

Newton Grove, NC

2008 Hyundai Elantra GLS

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

2008 Hyundai Elantra GLS

Henderson, NC

UnscoredLimited · 6
$3,500212,923 mi

Comparison: 6 similar vehicles

Henderson, NC

2006 Chevrolet Impala SS

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

2006 Chevrolet Impala SS

Tarboro, NC

UnscoredInsufficient · 0
$3,500199,042 mi

Tarboro, NC

2000 Nissan Altima GLE

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

2000 Nissan Altima GLE

Raleigh, NC

UnscoredInsufficient · 0
$3,500103,886 mi

Raleigh, NC

2009 Suzuki SX4 Sport

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

2009 Suzuki SX4 Sport

Ayden, NC

UnscoredInsufficient · 0
$3,650186,011 mi

Ayden, NC

2007 Saturn ION 2

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

2007 Saturn ION 2

Raleigh, NC

UnscoredInsufficient · 0
$3,650132,300 mi

Raleigh, NC

2012 Nissan Sentra SR

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

2012 Nissan Sentra SR

Greenville, NC

UnscoredLimited · 8
$3,700139,930 mi

Comparison: 8 similar vehicles

Greenville, NC

2010 Nissan Sentra S

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

2010 Nissan Sentra S

Smithfield, NC

UnscoredInsufficient · 4
$3,700162,331 mi

Comparison: 4 similar vehicles

Smithfield, NC

2002 Saturn S-Series SL1

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

2002 Saturn S-Series SL1

Raleigh, NC

UnscoredInsufficient · 0
$3,749177,545 mi

Raleigh, NC

2012 Nissan Altima S

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

2012 Nissan Altima S

Angier, NC

UnscoredModerate · 41
$3,750146,192 mi

Comparison: 41 similar vehicles

Angier, NC

2002 Honda Accord LX

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

2002 Honda Accord LX

Raleigh, NC

UnscoredInsufficient · 0
$3,799145,227 mi

Raleigh, NC

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Clayton, NC

UnscoredLimited · 11
$3,800157,146 mi

Comparison: 11 similar vehicles

Clayton, NC

2011 Chevrolet Cruze LTZ

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

2011 Chevrolet Cruze LTZ

Princeton, NC

UnscoredInsufficient · 3
$3,800189,481 mi

Comparison: 3 similar vehicles

Princeton, NC

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

Clayton, NC

UnscoredLimited · 14
$3,900169,360 mi

Comparison: 14 similar vehicles

Clayton, NC

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

Clayton, NC

UnscoredLimited · 14
$3,900170,860 mi

Comparison: 14 similar vehicles

Clayton, 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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