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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

1,467 listings found

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

McPherson, KS

UnscoredInsufficient · 4
$3,995284,893 mi

Comparison: 4 similar vehicles

McPherson, KS

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Salina, KS

UnscoredModerate · 22
$4,845272,691 mi

Comparison: 22 similar vehicles

Salina, KS

2004 Lexus RX 330

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

2004 Lexus RX 330

Salina, KS

UnscoredInsufficient · 4
$4,995266,471 mi

Comparison: 4 similar vehicles

Salina, KS

2011 Ford Flex SEL

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

2011 Ford Flex SEL

Salina, KS

UnscoredInsufficient · 4
$5,950153,457 mi

Comparison: 4 similar vehicles

Salina, KS

2006 Acura MDX Base

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

2006 Acura MDX Base

Salina, KS

UnscoredInsufficient · 0
$5,995237,834 mi

Salina, KS

2012 Honda CR-V LX

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

2012 Honda CR-V LX

Junction City, KS

UnscoredLimited · 6
$6,995207,599 mi

Comparison: 6 similar vehicles

Junction City, KS

2011 Mazda CX-9 Touring

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

2011 Mazda CX-9 Touring

Salina, KS

UnscoredInsufficient · 3
$6,995183,928 mi

Comparison: 3 similar vehicles

Salina, 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

Salina, KS

UnscoredLimited · 6
$6,995123,889 mi

Comparison: 6 similar vehicles

Salina, KS

2012 Toyota Highlander Base

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

2012 Toyota Highlander Base

Junction City, KS

UnscoredInsufficient · 0
$7,389236,826 mi

Junction City, KS

2012 Hyundai Tucson Limited

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

2012 Hyundai Tucson Limited

Junction City, KS

UnscoredInsufficient · 3
$7,469154,557 mi

Comparison: 3 similar vehicles

Junction City, KS

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Salina, KS

UnscoredLimited · 10
$7,950146,522 mi

Comparison: 10 similar vehicles

Salina, 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

Junction City, KS

UnscoredLimited · 9
$7,950200,647 mi

Comparison: 9 similar vehicles

Junction City, KS

2018 Ford Escape SE

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

2018 Ford Escape SE

Junction City, KS

UnscoredInsufficient · 3
$8,249129,221 mi

Comparison: 3 similar vehicles

Junction City, KS

2016 Volkswagen Tiguan SEL

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

2016 Volkswagen Tiguan SEL

Abilene, KS

UnscoredInsufficient · 0
$8,499156,535 mi

Abilene, KS

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Hillsboro, KS

Fair PriceLimited · 13
$8,999112,826 mi

Market: $4,750 – $14,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Hillsboro, KS

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Junction City, KS

UnscoredLimited · 7
$9,444139,271 mi

Comparison: 7 similar vehicles

Junction City, KS

2017 Ford Escape SE

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

2017 Ford Escape SE

Junction City, KS

UnscoredLimited · 5
$9,60099,453 mi

Comparison: 5 similar vehicles

Junction City, KS

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Junction City, KS

UnscoredLimited · 6
$9,678148,056 mi

Comparison: 6 similar vehicles

Junction City, KS

2010 Toyota RAV4 Sport

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

2010 Toyota RAV4 Sport

Hesston, KS

UnscoredInsufficient · 0
$9,800156,705 mi

Hesston, KS

2017 Ford Edge Titanium

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

2017 Ford Edge Titanium

Junction City, KS

UnscoredLimited · 6
$9,995141,777 mi

Comparison: 6 similar vehicles

Junction City, KS

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Junction City, KS

Fair PriceRobust · 78
$9,99579,010 mi

Market: $3,999 – $13,895

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Junction City, KS

2015 Lincoln MKX Base

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

2015 Lincoln MKX Base

McPherson, KS

UnscoredInsufficient · 4
$9,995170,103 mi

Comparison: 4 similar vehicles

McPherson, KS

2014 Ford Edge Limited

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

2014 Ford Edge Limited

McPherson, KS

UnscoredModerate · 22
$9,995145,208 mi

Comparison: 22 similar vehicles

McPherson, KS

No Photo

2010 Mazda CX-9 Grand Touring

Junction City, KS

UnscoredInsufficient · 0
$9,99592,645 mi

Junction City, KS

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Abilene, KS

UnscoredModerate · 21
$10,499171,764 mi

Comparison: 21 similar vehicles

Abilene, KS

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Salina, KS

UnscoredRobust · 75
$10,547135,101 mi

Comparison: 75 similar vehicles

Salina, KS

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Hillsboro, KS

UnscoredModerate · 26
$10,623188,873 mi

Comparison: 26 similar vehicles

Hillsboro, KS

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Clay Center, KS

Fair PriceRobust · 81
$10,900108,000 mi

Market: $6,497 – $16,995

Comparison: 81 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 161 days listed (based on current market benchmarks)

Clay Center, KS

No Photo

2020 Kia Sportage LX

Junction City, KS

UnscoredModerate · 24
$10,995130,001 mi

Comparison: 24 similar vehicles

Junction City, KS

2018 Ford Explorer Base

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

2018 Ford Explorer Base

Junction City, KS

Great DealLimited · 19
$10,995111,538 mi

Market: $12,549 – $26,995

Comparison: 19 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 60 days listed (based on current market benchmarks)

Junction City, KS

2017 GMC Terrain SLE-1

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

2017 GMC Terrain SLE-1

Junction City, KS

Fair PriceModerate · 33
$10,99592,600 mi

Market: $7,495 – $12,791

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Junction City, KS

2016 Toyota Highlander XLE

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

2016 Toyota Highlander XLE

Junction City, KS

UnscoredRobust · 54
$10,995206,014 mi

Comparison: 54 similar vehicles

Junction City, KS

2010 Toyota RAV4 Sport

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

2010 Toyota RAV4 Sport

McPherson, KS

UnscoredInsufficient · 3
$10,995150,309 mi

Comparison: 3 similar vehicles

McPherson, KS

2013 Chevrolet Captiva Sport LTZ

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

2013 Chevrolet Captiva Sport LTZ

Salina, KS

UnscoredInsufficient · 4
$11,30982,681 mi

Comparison: 4 similar vehicles

Salina, KS

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Junction City, KS

Fair PriceModerate · 25
$11,70097,452 mi

Market: $6,900 – $16,584

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 206 days listed (based on current market benchmarks)

Junction City, KS

2014 Toyota Highlander Limited

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

2014 Toyota Highlander Limited

Salina, KS

UnscoredLimited · 5
$11,750189,520 mi

Comparison: 5 similar vehicles

Salina, KS

2021 Buick Encore Preferred

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

2021 Buick Encore Preferred

Junction City, KS

UnscoredLimited · 5
$11,818134,207 mi

Comparison: 5 similar vehicles

Junction City, KS

2019 Chevrolet Equinox 2FL

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

2019 Chevrolet Equinox 2FL

Clay Center, KS

UnscoredLimited · 16
$11,900122,000 mi

Comparison: 16 similar vehicles

Clay Center, KS

2017 Buick Encore Sport Touring

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

2017 Buick Encore Sport Touring

Junction City, KS

UnscoredLimited · 9
$11,97294,596 mi

Comparison: 9 similar vehicles

Junction City, KS

2016 Ford Expedition Limited

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

2016 Ford Expedition Limited

McPherson, KS

UnscoredLimited · 10
$11,995183,908 mi

Comparison: 10 similar vehicles

McPherson, KS

2013 Toyota Highlander Limited

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

2013 Toyota Highlander Limited

McPherson, KS

UnscoredLimited · 8
$11,995196,109 mi

Comparison: 8 similar vehicles

McPherson, KS

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

McPherson, KS

UnscoredInsufficient · 4
$11,995157,235 mi

Comparison: 4 similar vehicles

McPherson, KS

2014 Dodge Durango Limited

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

2014 Dodge Durango Limited

Salina, KS

UnscoredLimited · 12
$12,047151,563 mi

Comparison: 12 similar vehicles

Salina, KS

2017 GMC Acadia Denali

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

2017 GMC Acadia Denali

Abilene, KS

UnscoredInsufficient · 3
$12,095163,564 mi

Comparison: 3 similar vehicles

Abilene, KS

2017 Lincoln Navigator Reserve

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

2017 Lincoln Navigator Reserve

Salina, KS

UnscoredInsufficient · 0
$12,430201,124 mi

Salina, KS

2007 Jeep Wrangler X

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

2007 Jeep Wrangler X

Clay Center, KS

UnscoredInsufficient · 3
$12,500104,000 mi

Comparison: 3 similar vehicles

Clay Center, KS

2017 Ford Edge Titanium

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

2017 Ford Edge Titanium

Salina, KS

UnscoredInsufficient · 4
$12,547103,504 mi

Comparison: 4 similar vehicles

Salina, KS

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Abilene, KS

UnscoredLimited · 9
$12,750165,214 mi

Comparison: 9 similar vehicles

Abilene, KS

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Clay Center, KS

Fair PriceModerate · 24
$12,90088,000 mi

Market: $8,250 – $18,495

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Clay Center, KS

2020 Kia Sportage LX

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

2020 Kia Sportage LX

Junction City, KS

Fair PriceModerate · 24
$12,99583,547 mi

Market: $7,900 – $18,499

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Junction City, 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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