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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 3, 2026

6.8M+

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

684 listings found

2010 Jeep Patriot Sport

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

2010 Jeep Patriot Sport

Emporia, KS

UnscoredInsufficient · 0
$3,450211,263 mi

Emporia, KS

2008 Ford Taurus X Limited

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

2008 Ford Taurus X Limited

Chanute, KS

UnscoredInsufficient · 0
$4,749Mileage not verified

Chanute, KS

No Photo

2013 Dodge Journey SXT

Emporia, KS

Unscored
$4,950171,252 mi

Comparison: 11 similar vehicles

Emporia, KS

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Emporia, KS

Unscored
$4,995178,324 mi

Comparison: 16 similar vehicles

Emporia, KS

2012 Buick Enclave Premium

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

2012 Buick Enclave Premium

Emporia, KS

Unscored
$5,488127,814 mi

Comparison: 11 similar vehicles

Emporia, KS

No Photo

2013 Dodge Durango Citadel

Emporia, KS

Unscored
$5,950231,683 mi

Comparison: 14 similar vehicles

Emporia, 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 · 0
$5,980155,145 mi

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

2006 Ford Freestyle SEL

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

2006 Ford Freestyle SEL

Chanute, KS

UnscoredInsufficient · 0
$6,244Mileage not verified

Chanute, KS

2016 Nissan Murano SV

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

2016 Nissan Murano SV

Emporia, KS

UnscoredInsufficient · 0
$6,650192,464 mi

Emporia, KS

2010 Ford Escape XLS

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

2010 Ford Escape XLS

Ottawa, KS

UnscoredInsufficient · 0
$6,700132,039 mi

Ottawa, KS

2017 Dodge Journey Crossroad

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

2017 Dodge Journey Crossroad

Chanute, KS

UnscoredInsufficient · 4
$6,734Mileage not verified

Comparison: 4 similar vehicles

Chanute, KS

2014 Ford Flex Limited

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

2014 Ford Flex Limited

Emporia, KS

Unscored
$6,950190,032 mi

Comparison: 14 similar vehicles

Emporia, KS

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Emporia, KS

Unscored
$6,995186,859 mi

Comparison: 14 similar vehicles

Emporia, KS

No Photo

2013 Chevrolet Equinox 1LT

Emporia, KS

Fair PriceLimited · 19
$6,995113,524 mi

Market: $2,999 – $13,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Emporia, KS

2012 GMC Acadia Denali

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

2012 GMC Acadia Denali

Lyndon, KS

Unscored
$6,995153,937 mi

Comparison: 6 similar vehicles

Lyndon, KS

2010 Chevrolet Suburban LTZ

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

2010 Chevrolet Suburban LTZ

Ottawa, KS

Unscored
$6,995221,714 mi

Comparison: 6 similar vehicles

Ottawa, KS

2008 GMC Yukon XL Denali

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

2008 GMC Yukon XL Denali

Lyndon, KS

Unscored
$6,995219,711 mi

Comparison: 7 similar vehicles

Lyndon, KS

2009 Toyota RAV4 Base

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

2009 Toyota RAV4 Base

Lyndon, KS

Unscored
$7,988120,460 mi

Comparison: 7 similar vehicles

Lyndon, KS

2020 Jeep Compass Latitude

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

2020 Jeep Compass Latitude

Emporia, KS

Unscored
$7,995203,257 mi

Comparison: 5 similar vehicles

Emporia, KS

No Photo

2017 Hyundai Santa Fe SE

Emporia, KS

Unscored
$7,995139,071 mi

Comparison: 21 similar vehicles

Emporia, KS

2017 Ford Escape SE

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

2017 Ford Escape SE

Ottawa, KS

UnscoredInsufficient · 3
$8,000109,288 mi

Comparison: 3 similar vehicles

Ottawa, KS

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Chanute, KS

Fair PriceRobust · 67
$8,737Mileage not verified

Market: $3,599 – $32,995

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Chanute, KS

2005 Jeep Wrangler Unlimited

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

2005 Jeep Wrangler Unlimited

Pomona, KS

UnscoredInsufficient · 0
$8,900172,124 mi

Pomona, KS

2016 Chevrolet Suburban LTZ

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

2016 Chevrolet Suburban LTZ

Lyndon, KS

Unscored
$8,980226,497 mi

Comparison: 13 similar vehicles

Lyndon, KS

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

Lyndon, KS

Unscored
$8,980160,688 mi

Comparison: 12 similar vehicles

Lyndon, KS

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Ottawa, KS

Unscored
$9,025161,717 mi

Comparison: 30 similar vehicles

Ottawa, KS

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Chanute, KS

Fair PriceModerate · 26
$9,037Mileage not verified

Market: $5,500 – $17,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Chanute, KS

No Photo

2011 Jeep Wrangler Unlimited Sahara

Emporia, KS

UnscoredInsufficient · 3
$9,300200,387 mi

Comparison: 3 similar vehicles

Emporia, KS

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Lyndon, KS

Unscored
$9,495131,645 mi

Comparison: 6 similar vehicles

Lyndon, KS

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Lyndon, KS

Fair PriceModerate · 37
$9,888112,547 mi

Market: $5,999 – $20,995

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Lyndon, KS

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Chanute, KS

Fair PriceModerate · 28
$9,997Mileage not verified

Market: $4,500 – $20,995

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Chanute, KS

No Photo

2017 Ford Edge Titanium

Emporia, KS

Unscored
$10,595159,678 mi

Comparison: 57 similar vehicles

Emporia, KS

2013 Jeep Wrangler Rubicon

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

2013 Jeep Wrangler Rubicon

Pomona, KS

Unscored
$10,900147,033 mi

Comparison: 17 similar vehicles

Pomona, KS

2007 Toyota FJ Cruiser Base

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

2007 Toyota FJ Cruiser Base

Pomona, KS

Unscored
$10,900176,700 mi

Comparison: 18 similar vehicles

Pomona, KS

2020 Ford Ecosport SE

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

2020 Ford Ecosport SE

Iola, KS

Fair PriceModerate · 40
$10,98880,263 mi

Market: $5,500 – $13,794

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Iola, KS

2016 Jeep Compass Latitude

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

2016 Jeep Compass Latitude

Ottawa, KS

Unscored
$10,995140,127 mi

Comparison: 14 similar vehicles

Ottawa, KS

2016 Jeep Cherokee Sport

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

2016 Jeep Cherokee Sport

Chanute, KS

Unscored
$11,15097,000 mi

Comparison: 7 similar vehicles

Chanute, KS

2015 Jeep Cherokee Trailhawk

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

2015 Jeep Cherokee Trailhawk

Chanute, KS

Fair PriceLimited · 14
$11,497Mileage not verified

Market: $7,995 – $13,488

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Chanute, KS

2017 Hyundai Tucson SE

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

2017 Hyundai Tucson SE

Ottawa, KS

Unscored
$11,590115,760 mi

Comparison: 7 similar vehicles

Ottawa, KS

2020 Chevrolet Traverse LS

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

2020 Chevrolet Traverse LS

Ottawa, KS

UnscoredInsufficient · 3
$11,950118,385 mi

Comparison: 3 similar vehicles

Ottawa, KS

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

Ottawa, KS

Unscored
$12,19083,827 mi

Comparison: 7 similar vehicles

Ottawa, KS

2016 Jeep Compass High Altitude

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

2016 Jeep Compass High Altitude

Ottawa, KS

UnscoredInsufficient · 3
$12,500101,954 mi

Comparison: 3 similar vehicles

Ottawa, KS

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Fredonia, KS

OverpricedLimited · 12
$12,50097,000 mi

Market: $3,800 – $7,997

Comparison: 12 similar vehicles

Priced ~56% above the typical market range for similar vehicles (based on current market benchmarks)

Fredonia, KS

2016 Jeep Cherokee Limited

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

2016 Jeep Cherokee Limited

Ottawa, KS

UnscoredInsufficient · 3
$12,59080,351 mi

Comparison: 3 similar vehicles

Ottawa, KS

2016 Ford Explorer Base

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

2016 Ford Explorer Base

Ottawa, KS

UnscoredInsufficient · 0
$12,594101,952 mi

Ottawa, KS

2020 Ford Escape Titanium

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

2020 Ford Escape Titanium

Emporia, KS

UnscoredInsufficient · 3
$12,595Mileage not verified

Comparison: 3 similar vehicles

Emporia, KS

2014 Jeep Grand Cherokee Summit

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

2014 Jeep Grand Cherokee Summit

Emporia, KS

Unscored
$12,595146,859 mi

Comparison: 5 similar vehicles

Emporia, KS

2016 Jeep Cherokee Limited

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

2016 Jeep Cherokee Limited

Emporia, KS

OverpricedLimited · 13
$12,71395,606 mi

Market: $6,750 – $12,690

Comparison: 13 similar vehicles

Emporia, KS

2003 Ford Excursion XLT

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

2003 Ford Excursion XLT

Lyndon, KS

UnscoredInsufficient · 0
$12,888180,170 mi

Lyndon, 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.
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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