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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 22, 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

158 listings found

2006 Ford Explorer Eddie Bauer

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

2006 Ford Explorer Eddie Bauer

Goodland, KS

UnscoredInsufficient · 0
$1,490197,708 mi

Goodland, KS

2006 Chevrolet Equinox LS

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

2006 Chevrolet Equinox LS

Dighton, KS

UnscoredInsufficient · 0
$3,400163,112 mi

Dighton, KS

2004 GMC Envoy SLE

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

2004 GMC Envoy SLE

Dighton, KS

UnscoredInsufficient · 0
$3,950210,000 mi

Dighton, KS

2017 Dodge Journey SXT

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

2017 Dodge Journey SXT

Colby, KS

UnscoredInsufficient · 4
$3,995162,352 mi

Comparison: 4 similar vehicles

Colby, 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

Dighton, KS

UnscoredInsufficient · 0
$4,000288,000 mi

Dighton, KS

2010 Ford Escape XLS

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

2010 Ford Escape XLS

Colby, KS

UnscoredInsufficient · 0
$4,995153,029 mi

Colby, KS

2010 Honda Pilot EX-L

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

2010 Honda Pilot EX-L

Dighton, KS

UnscoredInsufficient · 0
$5,500215,000 mi

Dighton, KS

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Dighton, KS

UnscoredInsufficient · 0
$5,950106,000 mi

Dighton, KS

2008 Chevrolet Suburban LS

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

2008 Chevrolet Suburban LS

Dighton, KS

UnscoredInsufficient · 0
$6,600219,000 mi

Dighton, KS

2006 GMC Yukon XL SLE

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

2006 GMC Yukon XL SLE

Dighton, KS

UnscoredInsufficient · 0
$7,000287,000 mi

Dighton, KS

2003 Chevrolet Tahoe LS

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

2003 Chevrolet Tahoe LS

Dighton, KS

UnscoredInsufficient · 0
$7,000Mileage not verified

Dighton, KS

2007 Chevrolet TrailBlazer LS

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

2007 Chevrolet TrailBlazer LS

Dighton, KS

UnscoredInsufficient · 0
$7,700140,000 mi

Dighton, KS

2012 Dodge Durango Crew

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

2012 Dodge Durango Crew

Dighton, KS

UnscoredInsufficient · 0
$8,000187,000 mi

Dighton, KS

2014 Ford Explorer Sport

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

2014 Ford Explorer Sport

Dighton, KS

UnscoredInsufficient · 0
$8,500146,219 mi

Dighton, KS

2007 Chevrolet Tahoe LS

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

2007 Chevrolet Tahoe LS

Oakley, KS

UnscoredInsufficient · 0
$8,999175,850 mi

Oakley, KS

2007 Chevrolet Suburban LT

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

2007 Chevrolet Suburban LT

Oakley, KS

UnscoredInsufficient · 0
$9,000208,000 mi

Oakley, KS

2012 Chevrolet Suburban LTZ

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

2012 Chevrolet Suburban LTZ

Dighton, KS

UnscoredInsufficient · 0
$9,100220,000 mi

Dighton, KS

2015 Jeep Grand Cherokee Laredo E

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

2015 Jeep Grand Cherokee Laredo E

Dighton, KS

UnscoredInsufficient · 0
$9,500160,140 mi

Dighton, KS

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Oakley, KS

UnscoredInsufficient · 0
$9,900169,304 mi

Oakley, KS

2016 GMC Yukon XL Denali

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

2016 GMC Yukon XL Denali

Scott City, KS

UnscoredInsufficient · 3
$9,900212,109 mi

Comparison: 3 similar vehicles

Scott City, KS

2013 Buick Encore Premium

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

2013 Buick Encore Premium

Scott City, KS

UnscoredInsufficient · 0
$11,56058,081 mi

Scott City, KS

2014 Dodge Durango Limited

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

2014 Dodge Durango Limited

Scott City, KS

UnscoredLimited · 10
$11,900152,000 mi

Comparison: 10 similar vehicles

Scott City, KS

2012 Jeep Wrangler Sport

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

2012 Jeep Wrangler Sport

Colby, KS

UnscoredLimited · 11
$12,896124,350 mi

Comparison: 11 similar vehicles

Colby, KS

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Oakley, KS

Great DealModerate · 22
$15,50099,750 mi

Market: $18,694 – $23,789

Comparison: 22 similar vehicles

Competitively priced ~17% below the typical range compared to similar vehicles · 892 days listed (based on current market benchmarks)

Oakley, KS

2015 Cadillac Escalade ESV Luxury

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

2015 Cadillac Escalade ESV Luxury

Oakley, KS

UnscoredInsufficient · 0
$15,999169,000 mi

Oakley, KS

2022 Chevrolet Trailblazer Activ

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

2022 Chevrolet Trailblazer Activ

Scott City, KS

UnscoredInsufficient · 0
$16,90092,029 mi

Scott City, KS

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Colby, KS

Fair PriceLimited · 18
$17,272108,092 mi

Market: $10,500 – $18,950

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Colby, KS

2021 Kia Seltos EX

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

2021 Kia Seltos EX

Colby, KS

UnscoredInsufficient · 0
$17,50049,315 mi

Colby, KS

2021 Ford Edge SEL

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

2021 Ford Edge SEL

Colby, KS

UnscoredLimited · 5
$17,90088,137 mi

Comparison: 5 similar vehicles

Colby, KS

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Oakley, KS

UnscoredLimited · 17
$18,00059,115 mi

Comparison: 17 similar vehicles

Oakley, KS

2023 Jeep Compass Limited

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

2023 Jeep Compass Limited

Colby, KS

UnscoredInsufficient · 4
$19,73883,342 mi

Comparison: 4 similar vehicles

Colby, KS

2020 Jeep Grand Cherokee Limited

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

2020 Jeep Grand Cherokee Limited

Colby, KS

Fair PriceModerate · 26
$20,23690,055 mi

Market: $11,450 – $22,194

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Colby, KS

2021 Jeep Cherokee Limited

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

2021 Jeep Cherokee Limited

Colby, KS

UnscoredLimited · 8
$20,90053,055 mi

Comparison: 8 similar vehicles

Colby, KS

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Scott City, KS

UnscoredInsufficient · 0
$21,50032,600 mi

Scott City, KS

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Colby, KS

UnscoredInsufficient · 0
$21,85032,002 mi

Colby, KS

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Colby, KS

Fair PriceModerate · 27
$22,27272,801 mi

Market: $16,021 – $23,494

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Colby, KS

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Goodland, KS

OverpricedLimited · 16
$22,39042,434 mi

Market: $20,497 – $21,997

Comparison: 16 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Goodland, KS

2022 Chevrolet Blazer RS

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

2022 Chevrolet Blazer RS

Oakley, KS

UnscoredInsufficient · 0
$22,80038,200 mi

Oakley, KS

2020 Ford Explorer Limited

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

2020 Ford Explorer Limited

Colby, KS

Fair PriceModerate · 26
$22,85093,125 mi

Market: $10,900 – $25,950

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Colby, KS

2021 GMC Acadia Denali

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

2021 GMC Acadia Denali

Scott City, KS

UnscoredInsufficient · 0
$22,900102,979 mi

Scott City, KS

2018 GMC Acadia Denali

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

2018 GMC Acadia Denali

Scott City, KS

UnscoredInsufficient · 0
$22,90070,600 mi

Scott City, KS

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Colby, KS

Fair PriceModerate · 31
$23,23635,382 mi

Market: $19,571 – $24,167

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Colby, KS

2022 Ford Bronco Sport Badlands

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

2022 Ford Bronco Sport Badlands

Colby, KS

UnscoredInsufficient · 4
$23,50060,859 mi

Comparison: 4 similar vehicles

Colby, KS

2022 GMC Terrain SLT

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

2022 GMC Terrain SLT

Colby, KS

UnscoredLimited · 5
$23,50048,454 mi

Comparison: 5 similar vehicles

Colby, KS

2021 Toyota RAV4 LE

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

2021 Toyota RAV4 LE

Colby, KS

Fair PriceLimited · 14
$23,50088,575 mi

Market: $17,991 – $27,999

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Colby, KS

2019 Ford Expedition Platinum

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

2019 Ford Expedition Platinum

Colby, KS

UnscoredInsufficient · 0
$23,850149,876 mi

Colby, KS

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Goodland, KS

Fair PriceLimited · 17
$23,89037,475 mi

Market: $19,996 – $26,450

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Goodland, KS

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Goodland, KS

UnscoredInsufficient · 0
$23,89039,563 mi

Goodland, KS

2018 Lincoln Navigator Reserve

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

2018 Lincoln Navigator Reserve

Scott City, KS

UnscoredInsufficient · 3
$23,90096,909 mi

Comparison: 3 similar vehicles

Scott City, KS

2016 GMC Yukon Denali

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

2016 GMC Yukon Denali

Goodland, KS

Fair PriceLimited · 16
$23,990101,644 mi

Market: $15,950 – $27,900

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Goodland, KS

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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