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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

8,390 listings found

2005 Subaru Outback R L.L. Bean

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

2005 Subaru Outback R L.L. Bean

Henderson, NC

UnscoredInsufficient · 0
$2,000240,056 mi

Henderson, 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

2004 Cadillac SRX Base

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

2004 Cadillac SRX Base

Tarboro, NC

UnscoredInsufficient · 0
$2,500162,899 mi

Tarboro, 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

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

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Henderson, NC

UnscoredInsufficient · 3
$3,200270,802 mi

Comparison: 3 similar vehicles

Henderson, NC

1997 Mercury Cougar

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

1997 Mercury Cougar

Emporia, VA

UnscoredInsufficient · 0
$3,20051,516 mi

Emporia, VA

2007 Buick Lucerne CXL

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

2007 Buick Lucerne CXL

Ahoskie, NC

UnscoredModerate · 25
$3,394221,628 mi

Comparison: 25 similar vehicles

Ahoskie, NC

2010 Toyota Prius IV

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

2010 Toyota Prius IV

Oxford, NC

UnscoredLimited · 9
$3,499224,000 mi

Comparison: 9 similar vehicles

Oxford, 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

2004 GMC Yukon SLE

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

2004 GMC Yukon SLE

Tarboro, NC

UnscoredInsufficient · 0
$3,500284,136 mi

Tarboro, NC

2005 Honda Civic LX

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

2005 Honda Civic LX

Emporia, VA

UnscoredLimited · 5
$3,600312,294 mi

Comparison: 5 similar vehicles

Emporia, VA

2017 Kia Sedona L

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

2017 Kia Sedona L

Henderson, NC

UnscoredInsufficient · 0
$3,800273,659 mi

Henderson, NC

2003 Ford F-150 XL

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

2003 Ford F-150 XL

Zebulon, NC

UnscoredInsufficient · 3
$3,800Mileage not verified

Comparison: 3 similar vehicles

Zebulon, NC

2002 Toyota Rav4 Base

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

2002 Toyota Rav4 Base

Henderson, NC

UnscoredInsufficient · 0
$3,800202,562 mi

Henderson, NC

2004 Chevrolet Impala Base

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

2004 Chevrolet Impala Base

Emporia, VA

UnscoredLimited · 17
$3,844131,390 mi

Comparison: 17 similar vehicles

Emporia, VA

2010 Chevrolet Impala Police Sedan

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

2010 Chevrolet Impala Police Sedan

Emporia, VA

UnscoredInsufficient · 0
$3,900151,133 mi

Emporia, VA

2007 Honda Civic LX

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

2007 Honda Civic LX

Emporia, VA

UnscoredModerate · 31
$3,900227,555 mi

Comparison: 31 similar vehicles

Emporia, VA

2002 Oldsmobile Intrigue GL

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

2002 Oldsmobile Intrigue GL

Elm City, NC

UnscoredInsufficient · 0
$3,900150,910 mi

Elm City, NC

2006 Acura TL Base

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

2006 Acura TL Base

Tarboro, NC

UnscoredLimited · 7
$3,995201,667 mi

Comparison: 7 similar vehicles

Tarboro, NC

2015 Chevrolet Express Cargo Work Van

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

2015 Chevrolet Express Cargo Work Van

Roanoke Rapids, NC

UnscoredModerate · 39
$3,999432,372 mi

Comparison: 39 similar vehicles

Roanoke Rapids, NC

2013 Chevrolet Malibu 1SA

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

2013 Chevrolet Malibu 1SA

Henderson, NC

UnscoredInsufficient · 4
$3,999158,520 mi

Comparison: 4 similar vehicles

Henderson, NC

2005 Honda Accord EX

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

2005 Honda Accord EX

Rocky Mount, NC

UnscoredLimited · 12
$3,999190,700 mi

Comparison: 12 similar vehicles

Rocky Mount, NC

2013 Chevrolet Sonic LTZ

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

2013 Chevrolet Sonic LTZ

Henderson, NC

UnscoredInsufficient · 4
$4,000121,305 mi

Comparison: 4 similar vehicles

Henderson, NC

2013 Kia Optima EX

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

2013 Kia Optima EX

Rocky Mount, NC

UnscoredLimited · 7
$4,000111,878 mi

Comparison: 7 similar vehicles

Rocky Mount, NC

2011 Chevrolet Impala 1FL

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

2011 Chevrolet Impala 1FL

Henderson, NC

UnscoredInsufficient · 4
$4,000115,613 mi

Comparison: 4 similar vehicles

Henderson, NC

2011 Lincoln Town Car Executive

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

2011 Lincoln Town Car Executive

Burkeville, VA

UnscoredInsufficient · 0
$4,000309,523 mi

Burkeville, VA

2015 Nissan Altima S

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

2015 Nissan Altima S

Rocky Mount, NC

UnscoredInsufficient · 3
$4,200205,428 mi

Comparison: 3 similar vehicles

Rocky Mount, NC

2009 Scion xD Base

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

2009 Scion xD Base

Emporia, VA

UnscoredLimited · 5
$4,300189,777 mi

Comparison: 5 similar vehicles

Emporia, VA

2008 Honda Civic EX

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

2008 Honda Civic EX

Emporia, VA

UnscoredLimited · 13
$4,300216,730 mi

Comparison: 13 similar vehicles

Emporia, VA

2004 Chevrolet Silverado 1500 Z71

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

2004 Chevrolet Silverado 1500 Z71

Ahoskie, NC

UnscoredInsufficient · 3
$4,394283,136 mi

Comparison: 3 similar vehicles

Ahoskie, NC

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Ahoskie, NC

UnscoredInsufficient · 4
$4,394246,337 mi

Comparison: 4 similar vehicles

Ahoskie, NC

2015 Ford Focus SE

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

2015 Ford Focus SE

Keysville, VA

UnscoredModerate · 39
$4,400163,025 mi

Comparison: 39 similar vehicles

Keysville, VA

2012 Volkswagen Jetta S

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

2012 Volkswagen Jetta S

Rocky Mount, NC

UnscoredLimited · 8
$4,498165,075 mi

Comparison: 8 similar vehicles

Rocky Mount, NC

2015 Dodge Journey CrossRoad

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

2015 Dodge Journey CrossRoad

Henderson, NC

UnscoredLimited · 9
$4,500153,791 mi

Comparison: 9 similar vehicles

Henderson, NC

2008 Nissan Xterra SE

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

2008 Nissan Xterra SE

Emporia, VA

UnscoredInsufficient · 0
$4,500147,700 mi

Emporia, VA

2006 Jeep Grand Cherokee Laredo

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

2006 Jeep Grand Cherokee Laredo

Zebulon, NC

UnscoredLimited · 10
$4,500283,173 mi

Comparison: 10 similar vehicles

Zebulon, NC

2015 Ford Escape SE

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

2015 Ford Escape SE

Henderson, NC

UnscoredLimited · 11
$4,599195,938 mi

Comparison: 11 similar vehicles

Henderson, NC

2013 Volvo XC90 3.2

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

2013 Volvo XC90 3.2

Rocky Mount, NC

UnscoredLimited · 5
$4,700173,380 mi

Comparison: 5 similar vehicles

Rocky Mount, NC

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Henderson, NC

UnscoredRobust · 143
$4,800187,740 mi

Comparison: 143 similar vehicles

Henderson, NC

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Emporia, VA

UnscoredModerate · 33
$4,800182,458 mi

Comparison: 33 similar vehicles

Emporia, VA

2008 Honda Odyssey EX-L

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

2008 Honda Odyssey EX-L

Emporia, VA

UnscoredModerate · 21
$4,800234,394 mi

Comparison: 21 similar vehicles

Emporia, VA

2006 Kia Optima EX

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

2006 Kia Optima EX

Henderson, NC

UnscoredInsufficient · 0
$4,800119,053 mi

Henderson, NC

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Zebulon, NC

UnscoredModerate · 23
$4,900179,464 mi

Comparison: 23 similar vehicles

Zebulon, NC

2012 GMC Terrain SLE-1

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

2012 GMC Terrain SLE-1

Elm City, NC

UnscoredInsufficient · 3
$4,900187,449 mi

Comparison: 3 similar vehicles

Elm City, NC

2008 Honda Accord LX

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

2008 Honda Accord LX

Franklinton, NC

UnscoredLimited · 6
$4,900Mileage not verified

Comparison: 6 similar vehicles

Franklinton, NC

2007 Pontiac Grand Prix GP

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

2007 Pontiac Grand Prix GP

Emporia, VA

UnscoredInsufficient · 0
$4,900136,184 mi

Emporia, VA

2000 Jeep Grand Cherokee LAREDO

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

2000 Jeep Grand Cherokee LAREDO

Lawrenceville, VA

UnscoredInsufficient · 0
$4,900210,352 mi

Lawrenceville, VA

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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