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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

16,513 listings found

2002 Chevrolet TrailBlazer LS

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

2002 Chevrolet TrailBlazer LS

Virginia Beach, VA

UnscoredInsufficient · 3
$1,991240,555 mi

Comparison: 3 similar vehicles

Virginia Beach, VA

No Photo

2003 Ford Expedition XLT Value

Portsmouth, VA

UnscoredInsufficient · 0
$2,499248,768 mi

Portsmouth, VA

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Chesapeake, VA

UnscoredLimited · 10
$2,800250,009 mi

Comparison: 10 similar vehicles

Chesapeake, VA

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Chesapeake, VA

UnscoredLimited · 6
$2,800223,307 mi

Comparison: 6 similar vehicles

Chesapeake, VA

2005 Dodge Durango SLT

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

2005 Dodge Durango SLT

Newport News, VA

UnscoredInsufficient · 0
$2,995245,975 mi

Newport News, VA

2005 Subaru Forester XS

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

2005 Subaru Forester XS

Chesapeake, VA

UnscoredInsufficient · 0
$2,995153,521 mi

Chesapeake, VA

2010 Subaru Forester X

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

2010 Subaru Forester X

Portsmouth, VA

UnscoredModerate · 26
$2,999155,000 mi

Comparison: 26 similar vehicles

Portsmouth, VA

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Newport News, VA

UnscoredLimited · 5
$2,999140,956 mi

Comparison: 5 similar vehicles

Newport News, VA

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Portsmouth, VA

UnscoredLimited · 5
$2,999152,000 mi

Comparison: 5 similar vehicles

Portsmouth, VA

2009 Jeep Grand Cherokee Limited

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

2009 Jeep Grand Cherokee Limited

Norfolk, VA

UnscoredInsufficient · 0
$3,000193,151 mi

Norfolk, VA

2007 Hyundai Santa Fe Limited

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

2007 Hyundai Santa Fe Limited

Chesapeake, VA

UnscoredInsufficient · 3
$3,000188,210 mi

Comparison: 3 similar vehicles

Chesapeake, VA

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Newport News, VA

UnscoredLimited · 5
$3,099268,521 mi

Comparison: 5 similar vehicles

Newport News, VA

2012 Volvo XC60 3.2 Premier

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

2012 Volvo XC60 3.2 Premier

Chesapeake, VA

UnscoredInsufficient · 0
$3,200188,440 mi

Chesapeake, VA

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Virginia Beach, VA

UnscoredModerate · 31
$3,295166,234 mi

Comparison: 31 similar vehicles

Virginia Beach, VA

2006 Volkswagen Touareg 3.2

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

2006 Volkswagen Touareg 3.2

Newport News, VA

UnscoredInsufficient · 0
$3,299160,151 mi

Newport News, VA

1997 Jeep Grand Cherokee LAREDO

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

1997 Jeep Grand Cherokee LAREDO

Norfolk, VA

UnscoredInsufficient · 0
$3,350239,375 mi

Norfolk, VA

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Norfolk, VA

UnscoredLimited · 18
$3,400184,149 mi

Comparison: 18 similar vehicles

Norfolk, VA

2010 Acura MDX Technology & Entertainment Package

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

2010 Acura MDX Technology & Entertainment Package

Chesapeake, VA

UnscoredInsufficient · 3
$3,400213,412 mi

Comparison: 3 similar vehicles

Chesapeake, VA

2008 Honda Pilot EX

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

2008 Honda Pilot EX

Chesapeake, VA

UnscoredInsufficient · 4
$3,400212,019 mi

Comparison: 4 similar vehicles

Chesapeake, VA

2003 Honda Element EX

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

2003 Honda Element EX

Chesapeake, VA

UnscoredLimited · 5
$3,400223,510 mi

Comparison: 5 similar vehicles

Chesapeake, VA

2015 GMC Acadia SLE2

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

2015 GMC Acadia SLE2

Chesapeake, VA

UnscoredInsufficient · 4
$3,427196,367 mi

Comparison: 4 similar vehicles

Chesapeake, VA

2004 Jeep Grand Cherokee Laredo

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

2004 Jeep Grand Cherokee Laredo

Virginia Beach, VA

UnscoredLimited · 6
$3,475218,788 mi

Comparison: 6 similar vehicles

Virginia Beach, VA

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Norfolk, VA

UnscoredRobust · 53
$3,499163,000 mi

Comparison: 53 similar vehicles

Norfolk, VA

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Portsmouth, VA

UnscoredLimited · 15
$3,499158,280 mi

Comparison: 15 similar vehicles

Portsmouth, VA

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Portsmouth, VA

UnscoredLimited · 9
$3,499186,584 mi

Comparison: 9 similar vehicles

Portsmouth, VA

2008 Nissan Rogue SL

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

2008 Nissan Rogue SL

Virginia Beach, VA

UnscoredInsufficient · 0
$3,499133,753 mi

Virginia Beach, VA

2005 Ford Explorer Limited

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

2005 Ford Explorer Limited

Portsmouth, VA

UnscoredInsufficient · 0
$3,499150,000 mi

Portsmouth, VA

2014 Nissan Murano S

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

2014 Nissan Murano S

Norfolk, VA

UnscoredLimited · 9
$3,500142,459 mi

Comparison: 9 similar vehicles

Norfolk, VA

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Norfolk, VA

UnscoredInsufficient · 3
$3,500212,240 mi

Comparison: 3 similar vehicles

Norfolk, VA

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Chesapeake, VA

UnscoredInsufficient · 3
$3,500172,815 mi

Comparison: 3 similar vehicles

Chesapeake, VA

2010 Ford Edge Limited

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

2010 Ford Edge Limited

Chesapeake, VA

UnscoredLimited · 6
$3,500188,955 mi

Comparison: 6 similar vehicles

Chesapeake, VA

2009 Saturn VUE Hybrid

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

2009 Saturn VUE Hybrid

Chesapeake, VA

UnscoredInsufficient · 0
$3,50099,702 mi

Chesapeake, VA

2009 Hyundai Santa Fe GLS

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

2009 Hyundai Santa Fe GLS

Chesapeake, VA

UnscoredInsufficient · 0
$3,500184,987 mi

Chesapeake, VA

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Chesapeake, VA

UnscoredInsufficient · 3
$3,500206,462 mi

Comparison: 3 similar vehicles

Chesapeake, VA

2008 Hummer H3

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

2008 Hummer H3

Norfolk, VA

UnscoredInsufficient · 4
$3,500149,899 mi

Comparison: 4 similar vehicles

Norfolk, VA

2007 Mercury Mountaineer Premier

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

2007 Mercury Mountaineer Premier

Chesapeake, VA

UnscoredInsufficient · 0
$3,500182,707 mi

Chesapeake, VA

2000 Chevrolet Tahoe Base

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

2000 Chevrolet Tahoe Base

Chesapeake, VA

UnscoredLimited · 5
$3,500212,605 mi

Comparison: 5 similar vehicles

Chesapeake, VA

2013 Volkswagen Tiguan S

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

2013 Volkswagen Tiguan S

Chesapeake, VA

UnscoredLimited · 5
$3,599157,370 mi

Comparison: 5 similar vehicles

Chesapeake, VA

2005 Chevrolet Equinox LT

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

2005 Chevrolet Equinox LT

Portsmouth, VA

UnscoredInsufficient · 0
$3,599150,000 mi

Portsmouth, VA

2014 Nissan Xterra X

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

2014 Nissan Xterra X

Chesapeake, VA

UnscoredInsufficient · 0
$3,605234,662 mi

Chesapeake, VA

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Chesapeake, VA

UnscoredInsufficient · 4
$3,695227,401 mi

Comparison: 4 similar vehicles

Chesapeake, VA

2013 Volvo XC60 T6

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

2013 Volvo XC60 T6

Virginia Beach, VA

UnscoredLimited · 8
$3,795205,643 mi

Comparison: 8 similar vehicles

Virginia Beach, VA

2008 Acura RDX Base

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

2008 Acura RDX Base

Norfolk, VA

UnscoredInsufficient · 0
$3,799182,055 mi

Norfolk, VA

2008 Nissan Rogue S

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

2008 Nissan Rogue S

Norfolk, VA

UnscoredInsufficient · 0
$3,799131,079 mi

Norfolk, VA

2008 Ford Expedition XLT

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

2008 Ford Expedition XLT

Chesapeake, VA

UnscoredInsufficient · 0
$3,800206,139 mi

Chesapeake, VA

2010 Toyota RAV4 Base

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

2010 Toyota RAV4 Base

Chesapeake, VA

UnscoredModerate · 23
$3,805211,272 mi

Comparison: 23 similar vehicles

Chesapeake, VA

2008 Honda Pilot VALUE PACKAGE

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

2008 Honda Pilot VALUE PACKAGE

Norfolk, VA

UnscoredLimited · 9
$3,823270,132 mi

Comparison: 9 similar vehicles

Norfolk, VA

2011 Kia Sorento EX

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

2011 Kia Sorento EX

Chesapeake, VA

UnscoredLimited · 8
$3,867147,443 mi

Comparison: 8 similar vehicles

Chesapeake, VA

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Portsmouth, VA

UnscoredInsufficient · 4
$3,899154,000 mi

Comparison: 4 similar vehicles

Portsmouth, VA

2007 Kia Sorento EX

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

2007 Kia Sorento EX

Portsmouth, VA

UnscoredInsufficient · 0
$3,899123,000 mi

Portsmouth, 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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