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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 20, 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

17,032 listings found

2000 Mercedes-Benz M-Class ML430

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

2000 Mercedes-Benz M-Class ML430

Marion, NC

UnscoredInsufficient · 0
$2,094202,384 mi

Marion, NC

No Photo

2004 Lexus RX 330

Asheville, NC

UnscoredModerate · 26
$2,298Mileage not verified

Comparison: 26 similar vehicles

Asheville, NC

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 · 3
$2,300271,725 mi

Comparison: 3 similar vehicles

Hendersonville, NC

2006 Ford Escape XLT

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

2006 Ford Escape XLT

Greenville, SC

UnscoredInsufficient · 0
$2,988333,780 mi

Greenville, SC

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 · 3
$2,995173,769 mi

Comparison: 3 similar vehicles

Morganton, NC

2011 Subaru Forester X Premium Package

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

2011 Subaru Forester X Premium Package

Taylors, SC

UnscoredLimited · 11
$3,150213,781 mi

Comparison: 11 similar vehicles

Taylors, SC

2009 Ford Edge Limited

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

2009 Ford Edge Limited

Gaffney, SC

UnscoredInsufficient · 0
$3,200177,765 mi

Gaffney, SC

2003 Ford Escape XLT Popular

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

2003 Ford Escape XLT Popular

Piedmont, SC

UnscoredInsufficient · 0
$3,322171,000 mi

Piedmont, SC

2010 Jeep Grand Cherokee Laredo

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

2010 Jeep Grand Cherokee Laredo

Gaffney, SC

UnscoredLimited · 12
$3,500171,125 mi

Comparison: 12 similar vehicles

Gaffney, SC

2004 Ford Escape XLS

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

2004 Ford Escape XLS

Gaffney, SC

UnscoredInsufficient · 0
$3,500237,000 mi

Gaffney, SC

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

Gaffney, SC

UnscoredInsufficient · 0
$3,500206,809 mi

Gaffney, SC

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

UnscoredLimited · 13
$3,650189,970 mi

Comparison: 13 similar vehicles

Morganton, NC

2004 Nissan Xterra XE

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

2004 Nissan Xterra XE

Marion, NC

UnscoredInsufficient · 0
$3,750171,095 mi

Marion, 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

UnscoredLimited · 5
$3,790216,075 mi

Comparison: 5 similar vehicles

Marion, NC

2009 Ford Flex SEL

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

2009 Ford Flex SEL

Greenville, SC

UnscoredLimited · 8
$3,835234,838 mi

Comparison: 8 similar vehicles

Greenville, SC

2009 GMC Acadia SLE

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

2009 GMC Acadia SLE

Taylors, SC

UnscoredLimited · 6
$3,850163,156 mi

Comparison: 6 similar vehicles

Taylors, SC

2007 Jeep Commander Sport

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

2007 Jeep Commander Sport

Piedmont, SC

UnscoredInsufficient · 4
$3,918240,780 mi

Comparison: 4 similar vehicles

Piedmont, SC

No Photo

2007 Jeep Liberty Sport

Piedmont, SC

UnscoredLimited · 10
$3,921230,666 mi

Comparison: 10 similar vehicles

Piedmont, SC

2004 Ford Explorer XLT

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

2004 Ford Explorer XLT

Piedmont, SC

UnscoredLimited · 7
$3,921247,098 mi

Comparison: 7 similar vehicles

Piedmont, SC

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

UnscoredLimited · 10
$3,925218,937 mi

Comparison: 10 similar vehicles

Forest City, NC

2005 Honda CR-V EX

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

2005 Honda CR-V EX

Piedmont, SC

UnscoredInsufficient · 3
$3,932246,050 mi

Comparison: 3 similar vehicles

Piedmont, SC

2002 Acura MDX Touring Package

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

2002 Acura MDX Touring Package

Piedmont, SC

UnscoredInsufficient · 4
$3,971351,750 mi

Comparison: 4 similar vehicles

Piedmont, SC

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Greenville, SC

Salvage title
$3,977226,541 mi

Greenville, SC

2007 Honda Pilot LX

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

2007 Honda Pilot LX

Greenville, SC

UnscoredLimited · 5
$3,977247,065 mi

Comparison: 5 similar vehicles

Greenville, SC

2007 Mitsubishi Outlander ES

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

2007 Mitsubishi Outlander ES

Greenville, SC

UnscoredInsufficient · 0
$3,988201,180 mi

Greenville, SC

2008 GMC Acadia SLT1

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

2008 GMC Acadia SLT1

Marion, NC

UnscoredLimited · 5
$3,995212,933 mi

Comparison: 5 similar vehicles

Marion, NC

2007 Ford Escape XLT

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

2007 Ford Escape XLT

Taylors, SC

UnscoredInsufficient · 4
$3,995122,500 mi

Comparison: 4 similar vehicles

Taylors, SC

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 · 3
$3,995180,914 mi

Comparison: 3 similar vehicles

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

UnscoredInsufficient · 4
$3,995201,662 mi

Comparison: 4 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

No Photo

2013 Honda Pilot Touring

Weaverville, NC

UnscoredLimited · 15
$3,999230,562 mi

Comparison: 15 similar vehicles

Weaverville, NC

2008 Dodge Nitro SXT

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

2008 Dodge Nitro SXT

Greenville, SC

UnscoredInsufficient · 0
$3,999138,208 mi

Greenville, SC

No Photo

2008 Acura MDX Technology & Entertainment Package

Weaverville, NC

UnscoredInsufficient · 3
$3,999252,546 mi

Comparison: 3 similar vehicles

Weaverville, NC

1999 Chevrolet Suburban Base

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

1999 Chevrolet Suburban Base

Piedmont, SC

UnscoredInsufficient · 3
$3,999298,591 mi

Comparison: 3 similar vehicles

Piedmont, SC

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

UnscoredLimited · 14
$4,325164,631 mi

Comparison: 14 similar vehicles

Forest City, NC

2007 Ford Expedition Eddie Bauer

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

2007 Ford Expedition Eddie Bauer

Greenville, SC

UnscoredInsufficient · 4
$4,488348,649 mi

Comparison: 4 similar vehicles

Greenville, SC

2007 Nissan Xterra X

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

2007 Nissan Xterra X

Greer, SC

UnscoredInsufficient · 0
$4,499217,976 mi

Greer, SC

2013 Volkswagen Tiguan SEL

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

2013 Volkswagen Tiguan SEL

Gaffney, SC

UnscoredInsufficient · 0
$4,500183,590 mi

Gaffney, SC

2012 Jeep Compass Latitude

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

2012 Jeep Compass Latitude

Gaffney, SC

UnscoredInsufficient · 4
$4,500174,250 mi

Comparison: 4 similar vehicles

Gaffney, SC

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Waynesville, NC

UnscoredModerate · 40
$4,500147,313 mi

Comparison: 40 similar vehicles

Waynesville, NC

2009 Dodge Nitro SE

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

2009 Dodge Nitro SE

Gaffney, SC

UnscoredInsufficient · 0
$4,500117,750 mi

Gaffney, SC

2003 Honda Element EX

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

2003 Honda Element EX

Piedmont, SC

UnscoredLimited · 16
$4,531260,944 mi

Comparison: 16 similar vehicles

Piedmont, SC

2008 Saturn VUE XE

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

2008 Saturn VUE XE

Piedmont, SC

UnscoredLimited · 10
$4,571189,547 mi

Comparison: 10 similar vehicles

Piedmont, SC

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

UnscoredLimited · 13
$4,575190,416 mi

Comparison: 13 similar vehicles

Forest City, NC

2004 Honda Pilot EX

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

2004 Honda Pilot EX

Greenville, SC

UnscoredModerate · 28
$4,725289,473 mi

Comparison: 28 similar vehicles

Greenville, SC

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

2013 Subaru XV Crosstrek Premium

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

2013 Subaru XV Crosstrek Premium

Greenville, SC

UnscoredLimited · 17
$4,835211,338 mi

Comparison: 17 similar vehicles

Greenville, SC

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

UnscoredModerate · 22
$4,850191,593 mi

Comparison: 22 similar vehicles

Morganton, NC

No Photo

2010 Ford Edge Limited

Greer, SC

UnscoredInsufficient · 3
$4,850191,933 mi

Comparison: 3 similar vehicles

Greer, SC

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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