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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 21, 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

857 listings found

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

Fort Scott, KS

UnscoredLimited · 6
$4,000191,622 mi

Comparison: 6 similar vehicles

Fort Scott, 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
$4,500Mileage not verified

Chanute, KS

2004 GMC Yukon XL SLE

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

2004 GMC Yukon XL SLE

Fort Scott, KS

UnscoredInsufficient · 4
$5,495206,247 mi

Comparison: 4 similar vehicles

Fort Scott, KS

2005 Nissan Pathfinder XE

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

2005 Nissan Pathfinder XE

Ottawa, KS

UnscoredInsufficient · 0
$5,800167,776 mi

Ottawa, 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

2008 Lincoln MKX Base

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

2008 Lincoln MKX Base

Fort Scott, KS

UnscoredLimited · 7
$5,995181,612 mi

Comparison: 7 similar vehicles

Fort Scott, 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
$5,995Mileage not verified

Chanute, 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

UnscoredLimited · 7
$6,485Mileage not verified

Comparison: 7 similar vehicles

Chanute, 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

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Frontenac, KS

UnscoredLimited · 10
$6,995165,667 mi

Comparison: 10 similar vehicles

Frontenac, 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

UnscoredInsufficient · 3
$6,995221,714 mi

Comparison: 3 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

UnscoredLimited · 5
$6,995219,711 mi

Comparison: 5 similar vehicles

Lyndon, KS

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Fort Scott, KS

UnscoredLimited · 6
$6,995217,286 mi

Comparison: 6 similar vehicles

Fort Scott, KS

2014 Chevrolet Equinox LTZ

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

2014 Chevrolet Equinox LTZ

Frontenac, KS

UnscoredLimited · 5
$7,995166,370 mi

Comparison: 5 similar vehicles

Frontenac, KS

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Fort Scott, KS

UnscoredModerate · 23
$7,995200,893 mi

Comparison: 23 similar vehicles

Fort Scott, 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

UnscoredLimited · 9
$8,000109,288 mi

Comparison: 9 similar vehicles

Ottawa, KS

2014 Chevrolet Captiva Sport 2LS

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

2014 Chevrolet Captiva Sport 2LS

Parsons, KS

OverpricedLimited · 16
$8,099158,441 mi

Market: $4,900 – $7,980

Comparison: 16 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Parsons, 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 · 38
$8,788Mileage not verified

Market: $5,500 – $17,995

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Chanute, 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

UnscoredLimited · 12
$8,980160,688 mi

Comparison: 12 similar vehicles

Lyndon, KS

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Fort Scott, KS

UnscoredRobust · 60
$8,995153,255 mi

Comparison: 60 similar vehicles

Fort Scott, KS

2017 Chevrolet Traverse 2LT

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

2017 Chevrolet Traverse 2LT

Frontenac, KS

UnscoredModerate · 26
$8,995167,134 mi

Comparison: 26 similar vehicles

Frontenac, KS

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Fort Scott, KS

UnscoredLimited · 19
$8,995149,309 mi

Comparison: 19 similar vehicles

Fort Scott, KS

2016 Hyundai Santa Fe Sport

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

2016 Hyundai Santa Fe Sport

Fort Scott, KS

UnscoredLimited · 18
$8,995169,582 mi

Comparison: 18 similar vehicles

Fort Scott, KS

2015 Kia Sportage LX

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

2015 Kia Sportage LX

Frontenac, KS

UnscoredInsufficient · 0
$8,995135,262 mi

Frontenac, KS

2014 GMC Acadia SLE2

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

2014 GMC Acadia SLE2

Frontenac, KS

UnscoredInsufficient · 3
$8,995151,211 mi

Comparison: 3 similar vehicles

Frontenac, KS

2013 Jeep Grand Cherokee Laredo

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

2013 Jeep Grand Cherokee Laredo

Frontenac, KS

UnscoredLimited · 17
$8,995137,000 mi

Comparison: 17 similar vehicles

Frontenac, KS

2013 Ford Escape SE

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

2013 Ford Escape SE

Frontenac, KS

Fair PriceModerate · 28
$8,99579,632 mi

Market: $2,899 – $9,995

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Frontenac, KS

2008 Jeep Wrangler Unlimited Sahara

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

2008 Jeep Wrangler Unlimited Sahara

Fort Scott, KS

UnscoredInsufficient · 0
$8,995199,522 mi

Fort Scott, KS

2014 Chevrolet Equinox LTZ

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

2014 Chevrolet Equinox LTZ

Fort Scott, KS

UnscoredLimited · 7
$8,999129,666 mi

Comparison: 7 similar vehicles

Fort Scott, 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

UnscoredModerate · 28
$9,025161,717 mi

Comparison: 28 similar vehicles

Ottawa, KS

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Fort Scott, KS

UnscoredLimited · 5
$9,394127,922 mi

Comparison: 5 similar vehicles

Fort Scott, 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
$9,450172,124 mi

Pomona, 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 · 52
$9,748Mileage not verified

Market: $3,599 – $32,995

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Chanute, 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 · 23
$9,748Mileage not verified

Market: $4,500 – $20,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Chanute, KS

2019 GMC Acadia Denali

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

2019 GMC Acadia Denali

Fort Scott, KS

UnscoredInsufficient · 4
$9,995193,283 mi

Comparison: 4 similar vehicles

Fort Scott, KS

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Fort Scott, KS

UnscoredModerate · 39
$9,995123,195 mi

Comparison: 39 similar vehicles

Fort Scott, KS

2017 Kia Sorento L

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

2017 Kia Sorento L

Fort Scott, KS

UnscoredInsufficient · 0
$9,995124,161 mi

Fort Scott, KS

2017 Volkswagen Tiguan S

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

2017 Volkswagen Tiguan S

Fort Scott, KS

UnscoredInsufficient · 3
$10,495104,968 mi

Comparison: 3 similar vehicles

Fort Scott, 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 · 33
$10,98880,263 mi

Market: $7,500 – $15,998

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Iola, 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

UnscoredLimited · 9
$11,15097,000 mi

Comparison: 9 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 · 12
$11,248Mileage not verified

Market: $7,995 – $13,274

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Chanute, KS

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Chanute, KS

Fair PriceRobust · 51
$11,398110,343 mi

Market: $5,900 – $19,999

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Chanute, 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

UnscoredLimited · 16
$11,450147,033 mi

Comparison: 16 similar vehicles

Pomona, KS

2020 Kia Sorento LX

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

2020 Kia Sorento LX

Frontenac, KS

Fair PriceLimited · 16
$11,501113,722 mi

Market: $11,376 – $16,188

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Frontenac, 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

UnscoredLimited · 10
$11,840115,760 mi

Comparison: 10 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

2015 Nissan Murano Platinum

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

2015 Nissan Murano Platinum

Fort Scott, KS

Fair PriceLimited · 11
$11,995103,594 mi

Market: $6,995 – $13,990

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Fort Scott, KS

2017 Lincoln MKX Reserve

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

2017 Lincoln MKX Reserve

Chanute, KS

UnscoredLimited · 9
$12,398120,295 mi

Comparison: 9 similar vehicles

Chanute, KS

2019 Subaru Ascent Premium

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

2019 Subaru Ascent Premium

Fort Scott, KS

UnscoredLimited · 19
$12,495180,746 mi

Comparison: 19 similar vehicles

Fort Scott, 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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