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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

22,621 listings found

2011 GMC Terrain SLE-1

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

2011 GMC Terrain SLE-1

Grandview, MO

UnscoredLimited · 8
$1,799185,575 mi

Comparison: 8 similar vehicles

Grandview, MO

2013 Nissan JUKE S

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

2013 Nissan JUKE S

Northmoor, MO

UnscoredLimited · 6
$2,475168,115 mi

Comparison: 6 similar vehicles

Northmoor, MO

No Photo

2004 Toyota Highlander Base

Kansas City, MO

UnscoredInsufficient · 3
$2,500188,361 mi

Comparison: 3 similar vehicles

Kansas City, MO

2003 Jeep Liberty LIMITED

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

2003 Jeep Liberty LIMITED

Kansas City, MO

UnscoredInsufficient · 3
$2,500298,000 mi

Comparison: 3 similar vehicles

Kansas City, MO

No Photo

2002 Toyota Highlander Limited

Kansas City, MO

UnscoredInsufficient · 0
$2,500220,553 mi

Kansas City, MO

2004 Buick Rendezvous CX

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

2004 Buick Rendezvous CX

Kansas City, MO

UnscoredInsufficient · 0
$2,700227,886 mi

Kansas City, MO

2003 Chevrolet TrailBlazer LS

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

2003 Chevrolet TrailBlazer LS

Belton, MO

UnscoredInsufficient · 4
$2,794220,971 mi

Comparison: 4 similar vehicles

Belton, MO

2001 Toyota Sequoia Limited

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

2001 Toyota Sequoia Limited

Kansas City, MO

UnscoredInsufficient · 0
$2,900257,000 mi

Kansas City, MO

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Overland Park, KS

UnscoredLimited · 9
$2,950233,075 mi

Comparison: 9 similar vehicles

Overland Park, KS

1997 Ford Explorer XLT

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

1997 Ford Explorer XLT

Independence, MO

UnscoredInsufficient · 0
$2,995170,490 mi

Independence, MO

2001 Chevrolet Blazer LT

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

2001 Chevrolet Blazer LT

Shawnee, KS

UnscoredInsufficient · 0
$2,997180,058 mi

Shawnee, KS

2004 Hyundai Santa Fe GLS

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

2004 Hyundai Santa Fe GLS

Kansas City, MO

UnscoredInsufficient · 0
$2,999Mileage not verified

Kansas City, MO

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Kansas City, MO

UnscoredModerate · 23
$3,000208,000 mi

Comparison: 23 similar vehicles

Kansas City, MO

2007 Ford Edge SE

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

2007 Ford Edge SE

Kansas City, MO

UnscoredInsufficient · 3
$3,000185,159 mi

Comparison: 3 similar vehicles

Kansas City, MO

2005 Hyundai Santa Fe LX

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

2005 Hyundai Santa Fe LX

Kansas City, MO

UnscoredInsufficient · 0
$3,000179,710 mi

Kansas City, MO

2011 Nissan Murano SL

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

2011 Nissan Murano SL

Kansas City, MO

UnscoredInsufficient · 0
$3,200218,274 mi

Kansas City, MO

2006 Ford Escape Hybrid

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

2006 Ford Escape Hybrid

Olathe, KS

UnscoredInsufficient · 0
$3,250147,313 mi

Olathe, KS

2015 Kia Sorento Limited

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

2015 Kia Sorento Limited

Northmoor, MO

UnscoredInsufficient · 0
$3,450148,534 mi

Northmoor, MO

2013 Nissan Pathfinder SV

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

2013 Nissan Pathfinder SV

Kansas City, MO

UnscoredInsufficient · 0
$3,450242,514 mi

Kansas City, MO

2011 Jeep Patriot Latitude X

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

2011 Jeep Patriot Latitude X

Kansas City, KS

UnscoredInsufficient · 0
$3,450226,535 mi

Kansas City, KS

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Independence, MO

UnscoredLimited · 9
$3,495186,316 mi

Comparison: 9 similar vehicles

Independence, MO

2005 GMC Yukon SLE

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

2005 GMC Yukon SLE

Independence, MO

UnscoredInsufficient · 0
$3,497306,973 mi

Independence, MO

2011 Dodge Nitro Heat

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

2011 Dodge Nitro Heat

Independence, MO

UnscoredLimited · 5
$3,499148,643 mi

Comparison: 5 similar vehicles

Independence, MO

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Kansas City, MO

UnscoredLimited · 5
$3,500250,992 mi

Comparison: 5 similar vehicles

Kansas City, MO

2013 Chevrolet Captiva Sport LT

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

2013 Chevrolet Captiva Sport LT

Independence, MO

UnscoredInsufficient · 0
$3,500163,798 mi

Independence, MO

No Photo

2012 Ford Edge SE

Kansas City, MO

UnscoredLimited · 7
$3,500176,442 mi

Comparison: 7 similar vehicles

Kansas City, MO

No Photo

2012 GMC Terrain SLT-1

Kansas City, MO

UnscoredLimited · 8
$3,500199,702 mi

Comparison: 8 similar vehicles

Kansas City, MO

2010 Nissan Murano S

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

2010 Nissan Murano S

Kansas City, MO

UnscoredInsufficient · 0
$3,500154,000 mi

Kansas City, MO

2009 Saturn Outlook XR

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

2009 Saturn Outlook XR

Kansas City, MO

UnscoredInsufficient · 0
$3,500113,864 mi

Kansas City, MO

2009 Mitsubishi Outlander SE

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

2009 Mitsubishi Outlander SE

Kansas City, MO

UnscoredInsufficient · 0
$3,500189,131 mi

Kansas City, MO

2005 Nissan Murano SL

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

2005 Nissan Murano SL

Kansas City, MO

UnscoredInsufficient · 0
$3,500167,343 mi

Kansas City, MO

2004 Honda CR-V EX

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

2004 Honda CR-V EX

Kansas City, MO

UnscoredInsufficient · 3
$3,500300,000 mi

Comparison: 3 similar vehicles

Kansas City, MO

2003 Chevrolet TrailBlazer LTZ

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

2003 Chevrolet TrailBlazer LTZ

Independence, MO

UnscoredLimited · 5
$3,500201,500 mi

Comparison: 5 similar vehicles

Independence, MO

2003 Jeep Liberty LIMITED

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

2003 Jeep Liberty LIMITED

Independence, MO

UnscoredInsufficient · 3
$3,650179,212 mi

Comparison: 3 similar vehicles

Independence, MO

2001 Chevrolet Suburban Base

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

2001 Chevrolet Suburban Base

Raytown, MO

UnscoredInsufficient · 3
$3,700223,125 mi

Comparison: 3 similar vehicles

Raytown, MO

2007 Mercury Mountaineer Premier

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

2007 Mercury Mountaineer Premier

Independence, MO

UnscoredInsufficient · 0
$3,850190,668 mi

Independence, MO

2015 Chevrolet Captiva Sport 2LS

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

2015 Chevrolet Captiva Sport 2LS

Kansas City, MO

UnscoredInsufficient · 0
$3,900147,000 mi

Kansas City, MO

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Kansas City, MO

UnscoredModerate · 22
$3,900162,000 mi

Comparison: 22 similar vehicles

Kansas City, MO

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Kansas City, KS

UnscoredLimited · 8
$3,900183,022 mi

Comparison: 8 similar vehicles

Kansas City, KS

2007 BMW X3 3.0si

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

2007 BMW X3 3.0si

Kansas City, MO

UnscoredInsufficient · 0
$3,900145,358 mi

Kansas City, MO

2014 Ford Escape SE

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

2014 Ford Escape SE

Northmoor, MO

UnscoredLimited · 16
$3,950133,053 mi

Comparison: 16 similar vehicles

Northmoor, MO

2014 INFINITI QX60 Base

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

2014 INFINITI QX60 Base

Northmoor, MO

UnscoredInsufficient · 3
$3,950227,587 mi

Comparison: 3 similar vehicles

Northmoor, MO

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Independence, MO

UnscoredLimited · 9
$3,950230,612 mi

Comparison: 9 similar vehicles

Independence, MO

2011 Kia Sorento EX

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

2011 Kia Sorento EX

Kansas City, MO

UnscoredInsufficient · 4
$3,950193,346 mi

Comparison: 4 similar vehicles

Kansas City, MO

2009 Nissan Pathfinder LE

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

2009 Nissan Pathfinder LE

Kansas City, KS

UnscoredInsufficient · 0
$3,950216,552 mi

Kansas City, KS

2007 Kia Sorento LX

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

2007 Kia Sorento LX

Kansas City, KS

UnscoredInsufficient · 0
$3,950160,729 mi

Kansas City, KS

2005 Ford Explorer Limited

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

2005 Ford Explorer Limited

Independence, MO

UnscoredInsufficient · 0
$3,950204,118 mi

Independence, MO

2005 BMW X3 2.5i

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

2005 BMW X3 2.5i

Kansas City, KS

UnscoredInsufficient · 0
$3,950140,584 mi

Kansas City, KS

2001 Ford Explorer Sport

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

2001 Ford Explorer Sport

Kansas City, KS

UnscoredInsufficient · 0
$3,950100,898 mi

Kansas City, KS

2009 Nissan Rogue SL

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

2009 Nissan Rogue SL

Kansas City, MO

UnscoredInsufficient · 3
$3,985159,709 mi

Comparison: 3 similar vehicles

Kansas City, MO

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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