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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 10, 2026

7.3M+

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

15,179 listings found

2012 Volvo XC90 3.2

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

2012 Volvo XC90 3.2

Hendersonville, NC

UnscoredInsufficient · 0
$2,300271,725 mi

Hendersonville, NC

2014 Ford Focus SE

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

2014 Ford Focus SE

Canton, NC

Unscored
$2,800133,269 mi

Comparison: 85 similar vehicles

Canton, NC

2007 Toyota Avalon Limited

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

2007 Toyota Avalon Limited

Gatlinburg, TN

UnscoredInsufficient · 0
$2,995227,000 mi

Gatlinburg, TN

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Gatlinburg, TN

Unscored
$2,995253,000 mi

Comparison: 15 similar vehicles

Gatlinburg, TN

2003 Buick Regal LS

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

2003 Buick Regal LS

Greeneville, TN

UnscoredInsufficient · 0
$2,995165,740 mi

Greeneville, TN

2013 Honda Civic EX

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

2013 Honda Civic EX

Landrum, SC

Unscored
$3,000250,621 mi

Comparison: 51 similar vehicles

Landrum, SC

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

2007 Dodge Grand Caravan SXT

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

2007 Dodge Grand Caravan SXT

Sevierville, TN

UnscoredInsufficient · 0
$3,149199,418 mi

Sevierville, TN

2007 Ford Focus ZX3 SE

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

2007 Ford Focus ZX3 SE

Greer, SC

UnscoredInsufficient · 0
$3,499126,500 mi

Greer, SC

No Photo

2006 Ford F-150 STX

Canton, NC

Unscored
$3,500221,802 mi

Comparison: 5 similar vehicles

Canton, NC

2004 Acura MDX Touring Package

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

2004 Acura MDX Touring Package

Pigeon Forge, TN

UnscoredInsufficient · 0
$3,500182,000 mi

Pigeon Forge, TN

2002 Ford Focus LX

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

2002 Ford Focus LX

Fairview, NC

UnscoredInsufficient · 0
$3,500100,514 mi

Fairview, 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

UnscoredInsufficient · 4
$3,790216,075 mi

Comparison: 4 similar vehicles

Marion, NC

1999 Mercedes-Benz M-Class ML320

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

1999 Mercedes-Benz M-Class ML320

Pigeon Forge, TN

UnscoredInsufficient · 0
$3,900172,000 mi

Pigeon Forge, TN

2007 Chevrolet Silverado 1500 Work Truck

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

2007 Chevrolet Silverado 1500 Work Truck

White Pine, TN

Unscored
$3,990272,135 mi

Comparison: 5 similar vehicles

White Pine, TN

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Asheville, NC

Unscored
$3,995221,173 mi

Comparison: 79 similar vehicles

Asheville, NC

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: 12 similar vehicles

Asheville, NC

2009 Subaru Forester 2.5X Premium Package

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

2009 Subaru Forester 2.5X Premium Package

Franklin, NC

UnscoredInsufficient · 3
$3,995242,330 mi

Comparison: 3 similar vehicles

Franklin, NC

2008 Pontiac G6

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

2008 Pontiac G6

Marion, NC

UnscoredInsufficient · 0
$3,995230,843 mi

Marion, NC

2007 Honda Accord 3.0 SE

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

2007 Honda Accord 3.0 SE

Sevierville, TN

UnscoredInsufficient · 0
$3,995248,897 mi

Sevierville, TN

2005 Lexus RX 330

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

2005 Lexus RX 330

Sevierville, TN

Unscored
$3,995304,000 mi

Comparison: 24 similar vehicles

Sevierville, TN

2004 Nissan Frontier XE

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

2004 Nissan Frontier XE

Sevierville, TN

Unscored
$3,995201,113 mi

Comparison: 15 similar vehicles

Sevierville, TN

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

1994 Chevrolet Blazer

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

1994 Chevrolet Blazer

Gatlinburg, TN

UnscoredInsufficient · 0
$3,995242,000 mi

Gatlinburg, TN

2014 Chevrolet Malibu 1LS

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

2014 Chevrolet Malibu 1LS

Sevierville, TN

Unscored
$3,999219,479 mi

Comparison: 16 similar vehicles

Sevierville, TN

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

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Marion, NC

Unscored
$4,294268,000 mi

Comparison: 21 similar vehicles

Marion, NC

2006 Toyota Corolla S

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

2006 Toyota Corolla S

Asheville, NC

UnscoredInsufficient · 0
$4,490235,258 mi

Asheville, NC

2014 Ford Focus SE

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

2014 Ford Focus SE

Marion, NC

Unscored
$4,495181,183 mi

Comparison: 89 similar vehicles

Marion, NC

2010 Hyundai Elantra Blue

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

2010 Hyundai Elantra Blue

Marion, NC

UnscoredInsufficient · 0
$4,495182,340 mi

Marion, NC

2008 Chrysler Town & Country LX

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

2008 Chrysler Town & Country LX

Greeneville, TN

UnscoredInsufficient · 3
$4,495124,200 mi

Comparison: 3 similar vehicles

Greeneville, TN

2006 Honda CR-V LX

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

2006 Honda CR-V LX

Franklin, NC

Unscored
$4,495179,127 mi

Comparison: 7 similar vehicles

Franklin, NC

2005 Subaru Outback I

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

2005 Subaru Outback I

Marion, NC

UnscoredInsufficient · 4
$4,495225,723 mi

Comparison: 4 similar vehicles

Marion, NC

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

Unscored
$4,495252,902 mi

Comparison: 5 similar vehicles

Marion, NC

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Taylors, SC

Unscored
$4,500158,447 mi

Comparison: 19 similar vehicles

Taylors, SC

2015 Ford Focus SE

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

2015 Ford Focus SE

Pigeon Forge, TN

Unscored
$4,500199,000 mi

Comparison: 9 similar vehicles

Pigeon Forge, TN

2015 Ford Focus SE

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

2015 Ford Focus SE

Pigeon Forge, TN

Unscored
$4,50086,000 mi

Comparison: 9 similar vehicles

Pigeon Forge, TN

2011 Nissan Altima S

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

2011 Nissan Altima S

Pigeon Forge, TN

Fair PriceModerate · 29
$4,500117,000 mi

Market: $2,400 – $7,995

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 389 days listed (based on current market benchmarks)

Pigeon Forge, TN

2005 Chrysler Town & Country LX

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

2005 Chrysler Town & Country LX

Fairview, NC

UnscoredInsufficient · 0
$4,500145,020 mi

Fairview, NC

2003 Acura TL Type-S

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

2003 Acura TL Type-S

Pigeon Forge, TN

UnscoredInsufficient · 0
$4,500182,000 mi

Pigeon Forge, TN

2009 Audi A4 Premium

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

2009 Audi A4 Premium

Marion, NC

Unscored
$4,550188,820 mi

Comparison: 9 similar vehicles

Marion, NC

2006 Acura RSX Base

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

2006 Acura RSX Base

Mosheim, TN

UnscoredInsufficient · 0
$4,595227,448 mi

Mosheim, TN

No Photo

2011 Chevrolet Equinox 1LT

Mosheim, TN

Unscored
$4,695219,000 mi

Comparison: 14 similar vehicles

Mosheim, TN

2011 Kia Forte EX

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

2011 Kia Forte EX

Canton, NC

UnscoredInsufficient · 4
$4,800159,748 mi

Comparison: 4 similar vehicles

Canton, NC

2012 Ford Transit Connect XLT Premium

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

2012 Ford Transit Connect XLT Premium

Asheville, NC

UnscoredInsufficient · 0
$4,950211,133 mi

Asheville, NC

2008 Subaru Outback I Limited

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

2008 Subaru Outback I Limited

Candler, NC

UnscoredInsufficient · 4
$4,950233,073 mi

Comparison: 4 similar vehicles

Candler, NC

2010 Nissan Altima S

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

2010 Nissan Altima S

Hendersonville, NC

UnscoredInsufficient · 3
$4,990183,809 mi

Comparison: 3 similar vehicles

Hendersonville, 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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