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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 6, 2026

7.1M+

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

252 listings found

2005 Chevrolet Cobalt SS

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

2005 Chevrolet Cobalt SS

Oakley, KS

UnscoredInsufficient · 0
$4,50076,000 mi

Oakley, KS

2015 RAM 2500 Pickup Tradesman

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

2015 RAM 2500 Pickup Tradesman

Goodland, KS

Unscored
$7,990172,795 mi

Comparison: 16 similar vehicles

Goodland, 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
$7,999208,000 mi

Oakley, KS

2007 Chevrolet Silverado 1500 1LT

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

2007 Chevrolet Silverado 1500 1LT

Oakley, KS

UnscoredInsufficient · 0
$8,400237,115 mi

Oakley, KS

2016 RAM 1500 Pickup Tradesman

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

2016 RAM 1500 Pickup Tradesman

Oakley, KS

Unscored
$8,999185,170 mi

Comparison: 5 similar vehicles

Oakley, 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

2013 RAM 2500 Pickup Tradesman

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

2013 RAM 2500 Pickup Tradesman

Oakley, KS

UnscoredInsufficient · 0
$10,500118,000 mi

Oakley, KS

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Goodland, KS

Great DealLimited · 15
$12,490103,601 mi

Market: $13,900 – $23,695

Comparison: 15 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 29 days listed (based on current market benchmarks)

Goodland, 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

Unscored
$12,896124,350 mi

Comparison: 11 similar vehicles

Colby, KS

2015 Toyota Sienna Limited

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

2015 Toyota Sienna Limited

Oakley, KS

UnscoredInsufficient · 0
$12,900186,300 mi

Oakley, KS

2021 Ford F-150 XL

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

2021 Ford F-150 XL

Oakley, KS

Unscored
$13,249180,610 mi

Comparison: 17 similar vehicles

Oakley, KS

2021 RAM 1500 Classic SSV

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

2021 RAM 1500 Classic SSV

Colby, KS

UnscoredInsufficient · 0
$13,850163,129 mi

Colby, KS

2017 RAM 1500 Pickup Big Horn

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

2017 RAM 1500 Pickup Big Horn

Goodland, KS

Fair PriceModerate · 40
$13,990107,504 mi

Market: $8,150 – $24,949

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Goodland, KS

2014 Jeep Wrangler Unlimited Sport

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

2014 Jeep Wrangler Unlimited Sport

Goodland, KS

Fair PriceModerate · 23
$14,490113,290 mi

Market: $9,995 – $20,988

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 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

Oakley, KS

Great DealModerate · 26
$14,99999,750 mi

Market: $17,995 – $23,289

Comparison: 26 similar vehicles

Competitively priced ~17% below the typical range compared to similar vehicles · 907 days listed (based on current market benchmarks)

Oakley, KS

2011 Dodge Charger R/T

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

2011 Dodge Charger R/T

Oakley, KS

UnscoredInsufficient · 0
$15,500150,000 mi

Oakley, KS

2016 Ford F-350 Super Duty XL

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

2016 Ford F-350 Super Duty XL

Colby, KS

UnscoredInsufficient · 0
$15,850147,462 mi

Colby, KS

2015 RAM 1500 Pickup Laramie

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

2015 RAM 1500 Pickup Laramie

Colby, KS

Unscored
$15,850139,992 mi

Comparison: 11 similar vehicles

Colby, KS

2020 Chevrolet Blazer 2LT

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

2020 Chevrolet Blazer 2LT

Goodland, KS

Unscored
$15,99094,822 mi

Comparison: 6 similar vehicles

Goodland, 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

2016 Jeep Wrangler Unlimited Willys Wheeler

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

2016 Jeep Wrangler Unlimited Willys Wheeler

Goodland, KS

UnscoredInsufficient · 0
$16,99088,236 mi

Goodland, 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 PriceModerate · 20
$17,272108,092 mi

Market: $9,000 – $18,950

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Colby, KS

2022 Ford Edge Titanium

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

2022 Ford Edge Titanium

Goodland, KS

Fair PriceModerate · 31
$17,49083,473 mi

Market: $12,950 – $22,952

Comparison: 31 similar vehicles

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

Goodland, 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

2014 Toyota Tundra Limited

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

2014 Toyota Tundra Limited

Oakley, KS

Unscored
$17,500162,965 mi

Comparison: 9 similar vehicles

Oakley, KS

2024 Nissan Altima S

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

2024 Nissan Altima S

Colby, KS

UnscoredInsufficient · 0
$17,90048,517 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

Fair PriceLimited · 11
$17,90088,137 mi

Market: $12,377 – $25,290

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

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

Unscored
$18,00059,115 mi

Comparison: 17 similar vehicles

Oakley, KS

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Colby, KS

OverpricedRobust · 55
$18,09785,992 mi

Market: $5,995 – $16,995

Comparison: 55 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Colby, KS

2018 Chrysler Pacifica Touring Plus

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

2018 Chrysler Pacifica Touring Plus

Colby, KS

UnscoredInsufficient · 0
$18,12659,728 mi

Colby, KS

2025 Chevrolet Trax LS

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

2025 Chevrolet Trax LS

Colby, KS

UnscoredInsufficient · 0
$18,50037,529 mi

Colby, 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
$18,53657,858 mi

Colby, KS

2024 Kia Forte LXS

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

2024 Kia Forte LXS

Colby, KS

UnscoredInsufficient · 0
$18,90041,882 mi

Colby, KS

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Colby, KS

Fair PriceRobust · 94
$18,90081,380 mi

Market: $16,995 – $27,995

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Colby, KS

2023 Buick Encore GX Select

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

2023 Buick Encore GX Select

Colby, KS

UnscoredInsufficient · 0
$18,90057,036 mi

Colby, KS

1999 Ford F-550

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

1999 Ford F-550

Oakley, KS

UnscoredInsufficient · 0
$19,000Mileage not verified

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

Unscored
$19,23883,342 mi

Comparison: 5 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 · 33
$19,23890,055 mi

Market: $10,950 – $22,194

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Colby, KS

2024 Nissan Altima S

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

2024 Nissan Altima S

Colby, KS

UnscoredInsufficient · 0
$19,73646,131 mi

Colby, KS

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Colby, KS

Fair PriceRobust · 144
$19,850110,743 mi

Market: $12,814 – $34,899

Comparison: 144 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Colby, KS

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Colby, KS

Unscored
$19,90031,305 mi

Comparison: 15 similar vehicles

Colby, KS

2017 GMC Sierra 3500 Chassis Cab Base

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

2017 GMC Sierra 3500 Chassis Cab Base

Oakley, KS

UnscoredInsufficient · 0
$20,500161,100 mi

Oakley, 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

Unscored
$20,90056,572 mi

Comparison: 7 similar vehicles

Colby, KS

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Colby, KS

Fair PriceModerate · 47
$21,50044,652 mi

Market: $19,086 – $30,396

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 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

Colby, KS

Fair PriceModerate · 25
$21,63872,801 mi

Market: $16,900 – $23,494

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Colby, 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

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Colby, KS

Fair PriceRobust · 65
$21,90045,052 mi

Market: $21,797 – $28,149

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Colby, KS

2025 Hyundai Sonata SEL

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

2025 Hyundai Sonata SEL

Colby, KS

Unscored
$21,90049,866 mi

Comparison: 8 similar vehicles

Colby, KS

2024 Ford Escape Active

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

2024 Ford Escape Active

Colby, KS

Unscored
$21,90025,628 mi

Comparison: 8 similar vehicles

Colby, 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

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 recently 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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