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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

3,497 listings found

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Rossville, KS

UnscoredInsufficient · 4
$2,900Mileage not verified

Comparison: 4 similar vehicles

Rossville, KS

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

Manhattan, KS

UnscoredInsufficient · 4
$3,495215,000 mi

Comparison: 4 similar vehicles

Manhattan, KS

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Manhattan, KS

UnscoredLimited · 16
$3,495223,000 mi

Comparison: 16 similar vehicles

Manhattan, KS

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

Manhattan, KS

UnscoredLimited · 11
$3,495171,000 mi

Comparison: 11 similar vehicles

Manhattan, KS

2002 Chevrolet TrailBlazer LTZ

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

2002 Chevrolet TrailBlazer LTZ

Topeka, KS

UnscoredInsufficient · 0
$3,874200,200 mi

Topeka, KS

2013 Ford Escape Titanium

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

2013 Ford Escape Titanium

Topeka, KS

UnscoredLimited · 15
$3,995197,264 mi

Comparison: 15 similar vehicles

Topeka, KS

2009 Chevrolet Tahoe LT1

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

2009 Chevrolet Tahoe LT1

Rossville, KS

UnscoredLimited · 8
$3,995Mileage not verified

Comparison: 8 similar vehicles

Rossville, KS

2011 Buick Enclave CXL-1

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

2011 Buick Enclave CXL-1

Topeka, KS

UnscoredModerate · 21
$4,295220,816 mi

Comparison: 21 similar vehicles

Topeka, KS

2008 Nissan Pathfinder SE

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

2008 Nissan Pathfinder SE

Topeka, KS

UnscoredInsufficient · 0
$4,295213,842 mi

Topeka, KS

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Topeka, KS

UnscoredModerate · 41
$4,495204,091 mi

Comparison: 41 similar vehicles

Topeka, KS

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Manhattan, KS

UnscoredInsufficient · 4
$4,495154,000 mi

Comparison: 4 similar vehicles

Manhattan, KS

2011 Jeep Compass Base

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

2011 Jeep Compass Base

Manhattan, KS

UnscoredInsufficient · 3
$4,495157,000 mi

Comparison: 3 similar vehicles

Manhattan, KS

2007 GMC Envoy SLT

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

2007 GMC Envoy SLT

Manhattan, KS

UnscoredInsufficient · 0
$4,495171,000 mi

Manhattan, KS

2012 Chevrolet Traverse LTZ

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

2012 Chevrolet Traverse LTZ

Lawrence, KS

UnscoredLimited · 6
$4,500232,500 mi

Comparison: 6 similar vehicles

Lawrence, KS

2013 Ford Flex SEL

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

2013 Ford Flex SEL

Topeka, KS

UnscoredInsufficient · 0
$4,795211,048 mi

Topeka, KS

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Lawrence, KS

UnscoredLimited · 7
$4,800201,600 mi

Comparison: 7 similar vehicles

Lawrence, KS

2017 Ford Escape SE

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

2017 Ford Escape SE

Manhattan, KS

UnscoredLimited · 6
$4,995158,000 mi

Comparison: 6 similar vehicles

Manhattan, KS

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Manhattan, KS

UnscoredModerate · 42
$4,995176,000 mi

Comparison: 42 similar vehicles

Manhattan, KS

2013 GMC Acadia SLE

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

2013 GMC Acadia SLE

Topeka, KS

UnscoredInsufficient · 3
$4,995207,146 mi

Comparison: 3 similar vehicles

Topeka, KS

2012 Ford Expedition Limited

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

2012 Ford Expedition Limited

Manhattan, KS

UnscoredInsufficient · 3
$4,995225,000 mi

Comparison: 3 similar vehicles

Manhattan, KS

2011 Dodge Nitro Heat

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

2011 Dodge Nitro Heat

Topeka, KS

UnscoredLimited · 5
$4,995167,204 mi

Comparison: 5 similar vehicles

Topeka, KS

2008 Honda CR-V EX

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

2008 Honda CR-V EX

Topeka, KS

UnscoredLimited · 7
$4,995260,107 mi

Comparison: 7 similar vehicles

Topeka, KS

2007 Mercedes-Benz M-Class ML500

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

2007 Mercedes-Benz M-Class ML500

Manhattan, KS

UnscoredInsufficient · 0
$4,995202,000 mi

Manhattan, KS

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

Rossville, KS

UnscoredLimited · 5
$4,995179,698 mi

Comparison: 5 similar vehicles

Rossville, KS

2011 Honda CR-V SE

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

2011 Honda CR-V SE

Topeka, KS

UnscoredLimited · 5
$5,295243,775 mi

Comparison: 5 similar vehicles

Topeka, KS

2009 Chevrolet Traverse LTZ

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

2009 Chevrolet Traverse LTZ

Manhattan, KS

UnscoredInsufficient · 3
$5,295196,000 mi

Comparison: 3 similar vehicles

Manhattan, KS

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Manhattan, KS

UnscoredLimited · 10
$5,495178,000 mi

Comparison: 10 similar vehicles

Manhattan, KS

2006 Chevrolet Equinox LS

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

2006 Chevrolet Equinox LS

Manhattan, KS

UnscoredInsufficient · 4
$5,499115,232 mi

Comparison: 4 similar vehicles

Manhattan, KS

2004 Ford Escape XLT

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

2004 Ford Escape XLT

Manhattan, KS

UnscoredLimited · 14
$5,499195,107 mi

Comparison: 14 similar vehicles

Manhattan, KS

2010 Cadillac SRX Luxury Collection

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

2010 Cadillac SRX Luxury Collection

Lyndon, KS

UnscoredInsufficient · 3
$5,980155,145 mi

Comparison: 3 similar vehicles

Lyndon, KS

2008 Chevrolet Suburban LT

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

2008 Chevrolet Suburban LT

Lyndon, KS

UnscoredInsufficient · 0
$5,980227,466 mi

Lyndon, KS

2012 Chevrolet Captiva Sport 2LS

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

2012 Chevrolet Captiva Sport 2LS

Topeka, KS

UnscoredLimited · 5
$5,995111,384 mi

Comparison: 5 similar vehicles

Topeka, KS

2011 Dodge Nitro SXT

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

2011 Dodge Nitro SXT

Topeka, KS

UnscoredInsufficient · 0
$5,995153,760 mi

Topeka, KS

2010 Mercury Mariner Premier

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

2010 Mercury Mariner Premier

Topeka, KS

UnscoredInsufficient · 0
$5,995148,653 mi

Topeka, KS

2008 Ford Escape Hybrid

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

2008 Ford Escape Hybrid

Topeka, KS

UnscoredInsufficient · 0
$5,995157,513 mi

Topeka, KS

2007 Cadillac Escalade ESV Base

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

2007 Cadillac Escalade ESV Base

Manhattan, KS

UnscoredInsufficient · 0
$5,995193,000 mi

Manhattan, KS

2006 Toyota Sequoia SR5

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

2006 Toyota Sequoia SR5

Topeka, KS

UnscoredInsufficient · 0
$5,995279,839 mi

Topeka, KS

2006 Toyota RAV4 Base

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

2006 Toyota RAV4 Base

Topeka, KS

UnscoredInsufficient · 0
$5,995209,174 mi

Topeka, KS

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Manhattan, KS

UnscoredLimited · 17
$6,250153,375 mi

Comparison: 17 similar vehicles

Manhattan, KS

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Meriden, KS

UnscoredLimited · 7
$6,294162,000 mi

Comparison: 7 similar vehicles

Meriden, KS

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Topeka, KS

UnscoredInsufficient · 4
$6,295137,776 mi

Comparison: 4 similar vehicles

Topeka, KS

2006 Chevrolet TrailBlazer LT

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

2006 Chevrolet TrailBlazer LT

Topeka, KS

UnscoredInsufficient · 0
$6,295168,326 mi

Topeka, KS

2011 Mercury Mariner Base

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

2011 Mercury Mariner Base

Topeka, KS

UnscoredInsufficient · 0
$6,395147,423 mi

Topeka, KS

2001 Nissan Xterra SE

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

2001 Nissan Xterra SE

Topeka, KS

UnscoredInsufficient · 0
$6,395161,391 mi

Topeka, KS

2019 Chevrolet Traverse 3LT

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

2019 Chevrolet Traverse 3LT

Manhattan, KS

UnscoredRobust · 57
$6,495201,000 mi

Comparison: 57 similar vehicles

Manhattan, KS

2010 Ford Explorer Eddie Bauer

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

2010 Ford Explorer Eddie Bauer

Manhattan, KS

UnscoredInsufficient · 0
$6,495151,000 mi

Manhattan, KS

2009 GMC Yukon XL SLT1

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

2009 GMC Yukon XL SLT1

Topeka, KS

UnscoredInsufficient · 0
$6,495213,686 mi

Topeka, KS

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Lawrence, KS

UnscoredLimited · 19
$6,899124,983 mi

Comparison: 19 similar vehicles

Lawrence, KS

2010 GMC Acadia SLT2

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

2010 GMC Acadia SLT2

Manhattan, KS

UnscoredInsufficient · 0
$6,900144,610 mi

Manhattan, KS

2016 Dodge Journey R/T

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

2016 Dodge Journey R/T

Topeka, KS

UnscoredLimited · 6
$6,995126,590 mi

Comparison: 6 similar vehicles

Topeka, KS

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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