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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

22,301 listings found

No Photo

2006 Toyota Highlander Limited Hybrid

Danville, VA

UnscoredInsufficient · 4
$2,495403,511 mi

Comparison: 4 similar vehicles

Danville, VA

1997 GMC Jimmy SL

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

1997 GMC Jimmy SL

Graham, NC

UnscoredInsufficient · 0
$2,500280,521 mi

Graham, NC

No Photo

2008 Mazda CX-9 Grand Touring

Henderson, NC

UnscoredInsufficient · 0
$2,995284,912 mi

Henderson, 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

2013 Honda Pilot EX-L

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

2013 Honda Pilot EX-L

Raleigh, NC

UnscoredLimited · 19
$3,498291,016 mi

Comparison: 19 similar vehicles

Raleigh, NC

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Durham, NC

UnscoredLimited · 15
$3,499160,311 mi

Comparison: 15 similar vehicles

Durham, NC

2001 Ford Expedition Base

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

2001 Ford Expedition Base

Raleigh, NC

UnscoredInsufficient · 0
$3,499196,905 mi

Raleigh, NC

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Durham, NC

UnscoredLimited · 19
$3,700160,900 mi

Comparison: 19 similar vehicles

Durham, NC

2010 Ford Expedition XLT

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

2010 Ford Expedition XLT

Raleigh, NC

Salvage title
$3,799232,711 mi

Raleigh, 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

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Raleigh, NC

UnscoredModerate · 24
$3,895211,040 mi

Comparison: 24 similar vehicles

Raleigh, NC

1999 Cadillac Escalade Base

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

1999 Cadillac Escalade Base

Greensboro, NC

UnscoredInsufficient · 0
$3,990175,737 mi

Greensboro, NC

2005 Toyota Sequoia Limited

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

2005 Toyota Sequoia Limited

Raleigh, NC

UnscoredInsufficient · 0
$3,995362,061 mi

Raleigh, NC

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Greensboro, NC

UnscoredLimited · 17
$3,999146,399 mi

Comparison: 17 similar vehicles

Greensboro, NC

2016 FIAT 500X Pop

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

2016 FIAT 500X Pop

Burlington, NC

UnscoredInsufficient · 0
$3,999129,714 mi

Burlington, NC

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Graham, NC

UnscoredLimited · 16
$3,999215,252 mi

Comparison: 16 similar vehicles

Graham, NC

2009 Hyundai Santa Fe SE

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

2009 Hyundai Santa Fe SE

Burlington, NC

UnscoredInsufficient · 3
$3,999177,268 mi

Comparison: 3 similar vehicles

Burlington, NC

2006 Mazda Tribute s

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

2006 Mazda Tribute s

Raleigh, NC

UnscoredInsufficient · 0
$3,999149,917 mi

Raleigh, NC

2003 Ford Escape XLT Sport

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

2003 Ford Escape XLT Sport

Reidsville, NC

Salvage title
$4,000176,028 mi

Reidsville, NC

2005 Buick Rendezvous CX

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

2005 Buick Rendezvous CX

Raleigh, NC

UnscoredInsufficient · 0
$4,249164,751 mi

Raleigh, NC

2013 Honda CR-V EX

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

2013 Honda CR-V EX

Raleigh, NC

UnscoredLimited · 19
$4,299251,625 mi

Comparison: 19 similar vehicles

Raleigh, NC

2008 Nissan Rogue SL

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

2008 Nissan Rogue SL

Durham, NC

UnscoredInsufficient · 0
$4,329165,493 mi

Durham, NC

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Apex, NC

UnscoredLimited · 15
$4,378226,411 mi

Comparison: 15 similar vehicles

Apex, NC

2012 Audi Q7 Premium

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

2012 Audi Q7 Premium

Durham, NC

UnscoredInsufficient · 0
$4,379156,958 mi

Durham, NC

2013 Subaru Forester X

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

2013 Subaru Forester X

Raleigh, NC

UnscoredLimited · 11
$4,444162,000 mi

Comparison: 11 similar vehicles

Raleigh, NC

2007 Subaru Forester 2.5 X

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

2007 Subaru Forester 2.5 X

Raleigh, NC

UnscoredInsufficient · 0
$4,444142,432 mi

Raleigh, NC

1998 Toyota Rav4 Base

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

1998 Toyota Rav4 Base

Raleigh, NC

UnscoredInsufficient · 0
$4,444185,081 mi

Raleigh, NC

2011 Nissan JUKE SL

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

2011 Nissan JUKE SL

Graham, NC

UnscoredInsufficient · 0
$4,495223,120 mi

Graham, NC

No Photo

2007 GMC Envoy SLT

Danville, VA

UnscoredInsufficient · 0
$4,495248,118 mi

Danville, VA

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Raleigh, NC

UnscoredModerate · 34
$4,498185,011 mi

Comparison: 34 similar vehicles

Raleigh, NC

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Raleigh, NC

UnscoredModerate · 33
$4,499204,143 mi

Comparison: 33 similar vehicles

Raleigh, NC

2005 Nissan Pathfinder SE

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

2005 Nissan Pathfinder SE

Raleigh, NC

UnscoredInsufficient · 3
$4,499182,045 mi

Comparison: 3 similar vehicles

Raleigh, 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

2013 GMC Yukon Denali

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

2013 GMC Yukon Denali

Greensboro, NC

UnscoredLimited · 10
$4,500146,031 mi

Comparison: 10 similar vehicles

Greensboro, NC

2008 Mercedes-Benz GL-Class GL450

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

2008 Mercedes-Benz GL-Class GL450

Durham, NC

UnscoredInsufficient · 0
$4,500160,305 mi

Durham, NC

2007 Hyundai Tucson GLS

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

2007 Hyundai Tucson GLS

Efland, NC

UnscoredInsufficient · 0
$4,500135,010 mi

Efland, 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

2019 Kia Sorento LX

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

2019 Kia Sorento LX

Burlington, NC

UnscoredLimited · 9
$4,600183,311 mi

Comparison: 9 similar vehicles

Burlington, NC

2016 Buick Encore Base

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

2016 Buick Encore Base

Burlington, NC

UnscoredRobust · 63
$4,600124,255 mi

Comparison: 63 similar vehicles

Burlington, NC

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

Eden, NC

UnscoredInsufficient · 0
$4,600141,950 mi

Eden, NC

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Martinsville, VA

UnscoredLimited · 11
$4,600166,744 mi

Comparison: 11 similar vehicles

Martinsville, VA

2007 Honda CR-V LX

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

2007 Honda CR-V LX

Martinsville, VA

UnscoredModerate · 32
$4,600243,090 mi

Comparison: 32 similar vehicles

Martinsville, VA

2008 Mercury Mariner V6

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

2008 Mercury Mariner V6

Durham, NC

UnscoredInsufficient · 0
$4,638153,552 mi

Durham, NC

2000 Ford Explorer Sport

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

2000 Ford Explorer Sport

Raleigh, NC

UnscoredInsufficient · 0
$4,650180,326 mi

Raleigh, NC

1999 Jeep Grand Cherokee LAREDO

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

1999 Jeep Grand Cherokee LAREDO

Raleigh, NC

UnscoredLimited · 7
$4,650162,176 mi

Comparison: 7 similar vehicles

Raleigh, NC

2014 Nissan Murano S

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

2014 Nissan Murano S

Danville, VA

UnscoredLimited · 8
$4,695178,737 mi

Comparison: 8 similar vehicles

Danville, VA

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Raleigh, NC

UnscoredModerate · 20
$4,799198,306 mi

Comparison: 20 similar vehicles

Raleigh, NC

2004 BMW X5 3.0i

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

2004 BMW X5 3.0i

Raleigh, NC

UnscoredInsufficient · 0
$4,799187,941 mi

Raleigh, NC

2006 Subaru Forester X

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

2006 Subaru Forester X

Durham, NC

UnscoredLimited · 5
$4,800135,500 mi

Comparison: 5 similar vehicles

Durham, NC

2005 Jeep Liberty Sport

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

2005 Jeep Liberty Sport

Durham, NC

UnscoredInsufficient · 0
$4,800159,800 mi

Durham, 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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