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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 · November 13, 2026

7.2M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

8,071 listings found

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Taylors, SC

Unscored
$2,250197,349 mi

Comparison: 12 similar vehicles

Taylors, SC

2013 GMC Terrain SLE-2

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

2013 GMC Terrain SLE-2

Marshall, NC

Unscored
$2,995232,767 mi

Comparison: 9 similar vehicles

Marshall, NC

2007 Kia Sportage LX

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

2007 Kia Sportage LX

Morganton, NC

UnscoredInsufficient · 0
$2,995173,769 mi

Morganton, NC

2009 GMC Yukon Denali

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

2009 GMC Yukon Denali

Afton, TN

UnscoredInsufficient · 0
$3,140310,000 mi

Afton, TN

2005 Ford Explorer XLT

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

2005 Ford Explorer XLT

Erwin, TN

UnscoredInsufficient · 4
$3,495211,205 mi

Comparison: 4 similar vehicles

Erwin, TN

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Morganton, NC

Unscored
$3,650189,970 mi

Comparison: 14 similar vehicles

Morganton, NC

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Marion, NC

Unscored
$3,790216,075 mi

Comparison: 5 similar vehicles

Marion, NC

2008 INFINITI EX 35 Journey

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

2008 INFINITI EX 35 Journey

Forest City, NC

Unscored
$3,925218,937 mi

Comparison: 20 similar vehicles

Forest City, NC

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Erwin, TN

Unscored
$3,988275,994 mi

Comparison: 18 similar vehicles

Erwin, TN

2005 Hyundai Santa Fe GLS

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

2005 Hyundai Santa Fe GLS

Erwin, TN

UnscoredInsufficient · 0
$3,988163,675 mi

Erwin, TN

2011 Subaru Forester X

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

2011 Subaru Forester X

Asheville, NC

Unscored
$3,995316,927 mi

Comparison: 22 similar vehicles

Asheville, NC

2007 Jeep Compass Limited

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

2007 Jeep Compass Limited

Forest City, NC

UnscoredInsufficient · 0
$3,995180,914 mi

Forest City, NC

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Morganton, NC

Unscored
$3,995201,662 mi

Comparison: 5 similar vehicles

Morganton, NC

2003 Isuzu Rodeo S

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

2003 Isuzu Rodeo S

Marion, NC

UnscoredInsufficient · 0
$3,995220,078 mi

Marion, NC

2002 Chevrolet TrailBlazer LTZ

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

2002 Chevrolet TrailBlazer LTZ

Marion, NC

UnscoredInsufficient · 0
$3,995234,467 mi

Marion, NC

2001 Chevrolet Tracker LT

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

2001 Chevrolet Tracker LT

Asheville, NC

UnscoredInsufficient · 0
$3,995170,343 mi

Asheville, NC

1998 Subaru Forester PA

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

1998 Subaru Forester PA

Asheville, NC

UnscoredInsufficient · 0
$3,995209,403 mi

Asheville, NC

2005 Honda Pilot EX

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

2005 Honda Pilot EX

Mosheim, TN

Unscored
$4,000301,335 mi

Comparison: 5 similar vehicles

Mosheim, TN

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Forest City, NC

UnscoredInsufficient · 3
$4,070164,631 mi

Comparison: 3 similar vehicles

Forest City, NC

2001 Nissan Xterra XE

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

2001 Nissan Xterra XE

Erwin, TN

UnscoredInsufficient · 0
$4,475141,708 mi

Erwin, TN

2001 Chevrolet Tahoe Base

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

2001 Chevrolet Tahoe Base

Marion, NC

UnscoredInsufficient · 4
$4,495252,902 mi

Comparison: 4 similar vehicles

Marion, NC

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Johnson City, TN

Unscored
$4,500209,477 mi

Comparison: 5 similar vehicles

Johnson City, TN

2008 Jeep Commander Sport

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

2008 Jeep Commander Sport

Forest City, NC

UnscoredInsufficient · 0
$4,508178,859 mi

Forest City, NC

2009 Subaru Forester 2.5X

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

2009 Subaru Forester 2.5X

Forest City, NC

Unscored
$4,575190,416 mi

Comparison: 8 similar vehicles

Forest City, NC

No Photo

2011 Chevrolet Equinox 1LT

Mosheim, TN

Unscored
$4,695219,000 mi

Comparison: 13 similar vehicles

Mosheim, TN

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Morganton, NC

Unscored
$4,850191,593 mi

Comparison: 35 similar vehicles

Morganton, NC

2016 Subaru Forester i Premium

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

2016 Subaru Forester i Premium

Mars Hill, NC

UnscoredInsufficient · 4
$4,995223,543 mi

Comparison: 4 similar vehicles

Mars Hill, NC

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Marshall, NC

UnscoredInsufficient · 4
$4,995186,289 mi

Comparison: 4 similar vehicles

Marshall, NC

2010 Acura RDX Base

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

2010 Acura RDX Base

Morganton, NC

UnscoredInsufficient · 0
$4,995209,460 mi

Morganton, NC

2008 Acura MDX Base

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

2008 Acura MDX Base

Asheville, NC

Unscored
$4,995228,765 mi

Comparison: 7 similar vehicles

Asheville, NC

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

Marion, NC

Unscored
$4,995221,764 mi

Comparison: 6 similar vehicles

Marion, NC

2005 Jeep Liberty Sport

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

2005 Jeep Liberty Sport

Asheville, NC

UnscoredInsufficient · 3
$4,995198,646 mi

Comparison: 3 similar vehicles

Asheville, NC

2005 Honda CR-V LX

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

2005 Honda CR-V LX

Hendersonville, NC

Unscored
$4,995210,000 mi

Comparison: 5 similar vehicles

Hendersonville, NC

2004 Jeep Liberty Sport

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

2004 Jeep Liberty Sport

Marion, NC

Unscored
$4,995216,127 mi

Comparison: 7 similar vehicles

Marion, NC

2002 GMC Yukon XL Base

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

2002 GMC Yukon XL Base

Newport, TN

UnscoredInsufficient · 0
$4,995286,862 mi

Newport, TN

2008 Chevrolet Suburban LT

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

2008 Chevrolet Suburban LT

Weaverville, NC

Unscored
$4,999274,096 mi

Comparison: 6 similar vehicles

Weaverville, NC

2007 Lexus RX 350

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

2007 Lexus RX 350

Asheville, NC

Unscored
$5,248229,335 mi

Comparison: 23 similar vehicles

Asheville, NC

2014 Subaru Forester i

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

2014 Subaru Forester i

Burnsville, NC

Unscored
$5,300170,641 mi

Comparison: 8 similar vehicles

Burnsville, NC

2010 Ford Edge SEL

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

2010 Ford Edge SEL

Jonesborough, TN

UnscoredInsufficient · 3
$5,300171,870 mi

Comparison: 3 similar vehicles

Jonesborough, TN

2010 Land Rover Range Rover Sport HSE

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

2010 Land Rover Range Rover Sport HSE

Newland, NC

UnscoredInsufficient · 0
$5,450224,854 mi

Newland, NC

2003 Chevrolet Tahoe LS

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

2003 Chevrolet Tahoe LS

Asheville, NC

Salvage title
$5,490332,552 mi

Asheville, NC

2002 Ford Explorer Eddie Bauer

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

2002 Ford Explorer Eddie Bauer

Asheville, NC

UnscoredInsufficient · 0
$5,490254,841 mi

Asheville, NC

2001 Toyota Rav4 Base

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

2001 Toyota Rav4 Base

Asheville, NC

Unscored
$5,490425,643 mi

Comparison: 5 similar vehicles

Asheville, NC

2006 Cadillac Escalade ESV Base

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

2006 Cadillac Escalade ESV Base

Marion, NC

UnscoredInsufficient · 0
$5,495242,433 mi

Marion, NC

2011 Honda CR-V LX

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

2011 Honda CR-V LX

Newport, TN

Unscored
$5,498192,736 mi

Comparison: 52 similar vehicles

Newport, TN

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Rutherfordton, NC

Unscored
$5,500167,847 mi

Comparison: 37 similar vehicles

Rutherfordton, NC

2009 Nissan Pathfinder LE

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

2009 Nissan Pathfinder LE

Candler, NC

UnscoredInsufficient · 0
$5,500192,868 mi

Candler, NC

2003 INFINITI FX45 Base

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

2003 INFINITI FX45 Base

Marion, NC

UnscoredInsufficient · 0
$5,500Mileage not verified

Marion, NC

2013 Ford Escape SE

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

2013 Ford Escape SE

Jonesborough, TN

Unscored
$5,600151,827 mi

Comparison: 54 similar vehicles

Jonesborough, TN

2014 Subaru Forester i Limited

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

2014 Subaru Forester i Limited

Morganton, NC

Unscored
$5,850232,369 mi

Comparison: 19 similar vehicles

Morganton, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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