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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 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

9,277 listings found

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Norton, VA

UnscoredInsufficient · 3
$2,500204,870 mi

Comparison: 3 similar vehicles

Norton, VA

2010 GMC Acadia SLT2

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

2010 GMC Acadia SLT2

Newport, TN

UnscoredLimited · 5
$2,599224,219 mi

Comparison: 5 similar vehicles

Newport, TN

2002 Subaru Forester S

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

2002 Subaru Forester S

Kingsport, TN

UnscoredInsufficient · 0
$2,890298,555 mi

Kingsport, TN

2007 Jeep Compass Sport

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

2007 Jeep Compass Sport

Kingsport, TN

UnscoredInsufficient · 3
$2,999Mileage not verified

Comparison: 3 similar vehicles

Kingsport, TN

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 · 4
$3,140310,000 mi

Comparison: 4 similar vehicles

Afton, TN

2001 Nissan Pathfinder LE

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

2001 Nissan Pathfinder LE

Bristol, TN

UnscoredInsufficient · 0
$3,197310,847 mi

Bristol, TN

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Morristown, TN

UnscoredLimited · 15
$3,200149,019 mi

Comparison: 15 similar vehicles

Morristown, 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 · 3
$3,495211,205 mi

Comparison: 3 similar vehicles

Erwin, TN

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

UnscoredLimited · 5
$3,500182,000 mi

Comparison: 5 similar vehicles

Pigeon Forge, TN

2007 Mercedes-Benz GL-Class GL450

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

2007 Mercedes-Benz GL-Class GL450

Bristol, TN

UnscoredLimited · 8
$3,799174,207 mi

Comparison: 8 similar vehicles

Bristol, TN

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

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Bristol, TN

UnscoredLimited · 16
$3,945174,134 mi

Comparison: 16 similar vehicles

Bristol, TN

2000 Mercedes-Benz M-Class ML 320

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

2000 Mercedes-Benz M-Class ML 320

Johnson City, TN

UnscoredInsufficient · 0
$3,950175,000 mi

Johnson City, TN

2003 Toyota Highlander Limited

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

2003 Toyota Highlander Limited

Bristol, TN

UnscoredInsufficient · 4
$3,978252,625 mi

Comparison: 4 similar vehicles

Bristol, TN

2011 Kia Sorento EX

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

2011 Kia Sorento EX

Johnson City, TN

UnscoredLimited · 8
$3,988196,208 mi

Comparison: 8 similar vehicles

Johnson City, TN

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

UnscoredLimited · 13
$3,988275,994 mi

Comparison: 13 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 · 3
$3,988163,675 mi

Comparison: 3 similar vehicles

Erwin, TN

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Morristown, TN

UnscoredLimited · 8
$3,995182,020 mi

Comparison: 8 similar vehicles

Morristown, TN

2010 Mercury Mariner Base

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

2010 Mercury Mariner Base

Morristown, TN

UnscoredInsufficient · 4
$3,995178,680 mi

Comparison: 4 similar vehicles

Morristown, TN

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

Elizabethton, TN

UnscoredLimited · 6
$3,995265,777 mi

Comparison: 6 similar vehicles

Elizabethton, TN

2003 Cadillac Escalade Base

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

2003 Cadillac Escalade Base

Elizabethton, TN

UnscoredLimited · 5
$3,995391,360 mi

Comparison: 5 similar vehicles

Elizabethton, TN

2002 GMC Envoy SLT

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

2002 GMC Envoy SLT

Kingsport, TN

UnscoredInsufficient · 0
$3,995185,243 mi

Kingsport, TN

1998 Chevrolet Blazer Base

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

1998 Chevrolet Blazer Base

Morristown, TN

UnscoredInsufficient · 0
$3,995Mileage not verified

Morristown, TN

No Photo

2013 Honda Pilot Touring

Weaverville, NC

UnscoredLimited · 15
$3,999230,562 mi

Comparison: 15 similar vehicles

Weaverville, NC

2010 Ford Edge Limited

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

2010 Ford Edge Limited

Kingsport, TN

UnscoredModerate · 25
$3,999174,820 mi

Comparison: 25 similar vehicles

Kingsport, TN

No Photo

2008 Acura MDX Technology & Entertainment Package

Weaverville, NC

UnscoredInsufficient · 3
$3,999252,546 mi

Comparison: 3 similar vehicles

Weaverville, NC

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Morristown, TN

UnscoredLimited · 11
$3,999192,986 mi

Comparison: 11 similar vehicles

Morristown, TN

2004 Toyota RAV4 Base

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

2004 Toyota RAV4 Base

Kingsport, TN

UnscoredInsufficient · 0
$3,999283,231 mi

Kingsport, 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

UnscoredLimited · 6
$4,000301,335 mi

Comparison: 6 similar vehicles

Mosheim, TN

2011 Ford Expedition Limited

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

2011 Ford Expedition Limited

Bristol, TN

UnscoredInsufficient · 4
$4,199294,236 mi

Comparison: 4 similar vehicles

Bristol, TN

2007 Jeep Compass Limited

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

2007 Jeep Compass Limited

Morristown, TN

UnscoredInsufficient · 0
$4,295Mileage not verified

Morristown, TN

2002 Saturn VUE Base

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

2002 Saturn VUE Base

Morristown, TN

UnscoredInsufficient · 0
$4,295Mileage not verified

Morristown, TN

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

Bristol, TN

UnscoredLimited · 8
$4,297314,619 mi

Comparison: 8 similar vehicles

Bristol, TN

2012 Subaru Forester X

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

2012 Subaru Forester X

Bristol, TN

UnscoredLimited · 10
$4,400213,889 mi

Comparison: 10 similar vehicles

Bristol, TN

2010 GMC Acadia SL

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

2010 GMC Acadia SL

Bristol, TN

UnscoredInsufficient · 4
$4,400235,582 mi

Comparison: 4 similar vehicles

Bristol, TN

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

2006 Honda CR-V EX

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

2006 Honda CR-V EX

Elizabethton, TN

UnscoredModerate · 31
$4,495220,482 mi

Comparison: 31 similar vehicles

Elizabethton, TN

2010 Subaru Forester X

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

2010 Subaru Forester X

Norton, VA

UnscoredLimited · 14
$4,500235,589 mi

Comparison: 14 similar vehicles

Norton, VA

2005 Kia Sorento LX

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

2005 Kia Sorento LX

Morristown, TN

UnscoredInsufficient · 0
$4,695227,226 mi

Morristown, TN

2010 Lincoln MKX Base

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

2010 Lincoln MKX Base

Sevierville, TN

UnscoredInsufficient · 0
$4,725228,209 mi

Sevierville, TN

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Morristown, TN

UnscoredLimited · 7
$4,795185,357 mi

Comparison: 7 similar vehicles

Morristown, TN

2013 Kia Sportage LX

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

2013 Kia Sportage LX

Bristol, TN

UnscoredInsufficient · 3
$4,797229,453 mi

Comparison: 3 similar vehicles

Bristol, TN

2001 Dodge Durango SPORT

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

2001 Dodge Durango SPORT

Johnson City, TN

UnscoredInsufficient · 0
$4,797166,268 mi

Johnson City, TN

2008 Subaru Forester 2.5 X

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

2008 Subaru Forester 2.5 X

Johnson City, TN

UnscoredInsufficient · 0
$4,799226,723 mi

Johnson City, TN

2008 Toyota Highlander Limited

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

2008 Toyota Highlander Limited

Piney Flats, TN

UnscoredInsufficient · 3
$4,800258,562 mi

Comparison: 3 similar vehicles

Piney Flats, TN

2006 Ford Explorer Eddie Bauer

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

2006 Ford Explorer Eddie Bauer

Burnsville, NC

UnscoredLimited · 6
$4,800168,268 mi

Comparison: 6 similar vehicles

Burnsville, NC

2011 Nissan JUKE SL

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

2011 Nissan JUKE SL

Bristol, TN

UnscoredLimited · 8
$4,849135,507 mi

Comparison: 8 similar vehicles

Bristol, TN

2011 Chevrolet Equinox LS

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

2011 Chevrolet Equinox LS

Kingsport, TN

UnscoredLimited · 8
$4,859187,901 mi

Comparison: 8 similar vehicles

Kingsport, TN

2014 Ford Escape SE

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

2014 Ford Escape SE

Blountville, TN

UnscoredInsufficient · 3
$4,900133,146 mi

Comparison: 3 similar vehicles

Blountville, TN

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Kingsport, TN

UnscoredRobust · 57
$4,950208,212 mi

Comparison: 57 similar vehicles

Kingsport, TN

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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