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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

698 listings found

2005 Chevrolet Silverado 2500HD LS

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

2005 Chevrolet Silverado 2500HD LS

Altus, OK

UnscoredInsufficient · 3
$7,950Mileage not verified

Comparison: 3 similar vehicles

Altus, OK

2007 Ford Ranger XLT

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

2007 Ford Ranger XLT

Altus, OK

UnscoredInsufficient · 0
$9,975175,721 mi

Altus, OK

2013 RAM 1500 Pickup Tradesman

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

2013 RAM 1500 Pickup Tradesman

Elk City, OK

UnscoredLimited · 13
$10,240220,352 mi

Comparison: 13 similar vehicles

Elk City, OK

2005 Chevrolet Silverado 3500 Chassis Cab LS

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

2005 Chevrolet Silverado 3500 Chassis Cab LS

Clinton, OK

UnscoredInsufficient · 0
$11,900219,708 mi

Clinton, OK

2008 Dodge Ram 1500 Pickup SLT

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

2008 Dodge Ram 1500 Pickup SLT

Altus, OK

UnscoredInsufficient · 0
$11,995152,018 mi

Altus, OK

2007 Dodge Dakota SLT

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

2007 Dodge Dakota SLT

Altus, OK

UnscoredInsufficient · 0
$11,995123,000 mi

Altus, OK

2015 Ford F-350 Super Duty Chassis Cab XL

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

2015 Ford F-350 Super Duty Chassis Cab XL

Cordell, OK

UnscoredLimited · 19
$13,579123,845 mi

Comparison: 19 similar vehicles

Cordell, OK

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Altus, OK

Fair PriceModerate · 22
$13,625Mileage not verified

Market: $8,998 – $20,201

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 155 days listed (based on current market benchmarks)

Altus, OK

2002 Dodge Ram 2500 Pickup SLT

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

2002 Dodge Ram 2500 Pickup SLT

Clinton, OK

UnscoredInsufficient · 0
$13,80078,832 mi

Clinton, OK

2010 Chevrolet Avalanche LTZ

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

2010 Chevrolet Avalanche LTZ

Altus, OK

UnscoredInsufficient · 0
$13,995Mileage not verified

Altus, OK

2011 RAM 1500 Pickup Laramie Longhorn

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

2011 RAM 1500 Pickup Laramie Longhorn

Elk City, OK

UnscoredInsufficient · 0
$14,486192,133 mi

Elk City, OK

2013 Ford F-350 Super Duty Chassis Cab XL

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

2013 Ford F-350 Super Duty Chassis Cab XL

Cordell, OK

UnscoredLimited · 15
$14,579240,330 mi

Comparison: 15 similar vehicles

Cordell, OK

2018 Chevrolet Colorado LT

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

2018 Chevrolet Colorado LT

Mangum, OK

UnscoredModerate · 33
$14,900126,663 mi

Comparison: 33 similar vehicles

Mangum, OK

2005 Dodge Ram 3500 Pickup SLT

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

2005 Dodge Ram 3500 Pickup SLT

Clinton, OK

UnscoredInsufficient · 0
$14,900320,147 mi

Clinton, OK

1999 Dodge Ram Pickup ST

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

1999 Dodge Ram Pickup ST

Altus, OK

UnscoredInsufficient · 3
$15,995Mileage not verified

Comparison: 3 similar vehicles

Altus, OK

2019 RAM 1500 Classic Big Horn

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

2019 RAM 1500 Classic Big Horn

Mangum, OK

UnscoredModerate · 24
$16,500157,718 mi

Comparison: 24 similar vehicles

Mangum, OK

2014 Ford F-350 Super Duty Chassis Cab XLT

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

2014 Ford F-350 Super Duty Chassis Cab XLT

Clinton, OK

UnscoredInsufficient · 0
$16,800262,163 mi

Clinton, OK

2017 Toyota Tundra SR5

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

2017 Toyota Tundra SR5

Cordell, OK

UnscoredModerate · 49
$16,979151,025 mi

Comparison: 49 similar vehicles

Cordell, OK

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Elk City, OK

UnscoredRobust · 52
$17,240162,402 mi

Comparison: 52 similar vehicles

Elk City, OK

2005 Chevrolet Silverado 3500 LT

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

2005 Chevrolet Silverado 3500 LT

Altus, OK

UnscoredInsufficient · 0
$17,995268,814 mi

Altus, OK

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Altus, OK

Fair PriceRobust · 158
$19,800102,822 mi

Market: $8,999 – $35,900

Comparison: 158 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Altus, OK

2014 Ford F-350 Super Duty XL

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

2014 Ford F-350 Super Duty XL

Cordell, OK

UnscoredLimited · 6
$19,979152,695 mi

Comparison: 6 similar vehicles

Cordell, OK

2021 Chevrolet Silverado 1500 RST

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

2021 Chevrolet Silverado 1500 RST

Elk City, OK

UnscoredRobust · 80
$24,686130,302 mi

Comparison: 80 similar vehicles

Elk City, OK

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Elk City, OK

Fair PriceRobust · 75
$25,24092,333 mi

Market: $14,995 – $38,995

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Elk City, OK

2017 Ford F-250 Super Duty Lariat

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

2017 Ford F-250 Super Duty Lariat

Elk City, OK

UnscoredModerate · 25
$27,277244,034 mi

Comparison: 25 similar vehicles

Elk City, OK

2018 Chevrolet Silverado 1500 High Country

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

2018 Chevrolet Silverado 1500 High Country

Elk City, OK

UnscoredLimited · 6
$27,331141,542 mi

Comparison: 6 similar vehicles

Elk City, OK

2022 RAM 1500 Classic Tradesman

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

2022 RAM 1500 Classic Tradesman

Elk City, OK

UnscoredInsufficient · 0
$27,89838,039 mi

Elk City, OK

2022 Ford F-350 Super Duty Chassis Cab XL

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

2022 Ford F-350 Super Duty Chassis Cab XL

Clinton, OK

UnscoredLimited · 6
$27,900129,021 mi

Comparison: 6 similar vehicles

Clinton, OK

2018 RAM 2500 Pickup Tradesman

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

2018 RAM 2500 Pickup Tradesman

Cordell, OK

UnscoredModerate · 43
$27,979131,026 mi

Comparison: 43 similar vehicles

Cordell, OK

2019 Ford F-350 Super Duty XL

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

2019 Ford F-350 Super Duty XL

Elk City, OK

UnscoredLimited · 6
$28,24095,394 mi

Comparison: 6 similar vehicles

Elk City, OK

2023 Ford Maverick XLT

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

2023 Ford Maverick XLT

Elk City, OK

OverpricedLimited · 14
$28,29870,492 mi

Market: $18,174 – $24,188

Comparison: 14 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Elk City, OK

2020 Ford F-150 XL

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

2020 Ford F-150 XL

Elk City, OK

Fair PriceRobust · 75
$28,48697,661 mi

Market: $9,995 – $88,866

Comparison: 75 similar vehicles

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

Elk City, OK

2024 Hyundai Santa Cruz SEL

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

2024 Hyundai Santa Cruz SEL

Altus, OK

UnscoredInsufficient · 0
$28,8754,493 mi

Altus, OK

2021 Ford F-150 XLT

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

2021 Ford F-150 XLT

Clinton, OK

Fair PriceRobust · 252
$28,90096,924 mi

Market: $14,000 – $39,210

Comparison: 252 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 195 days listed (based on current market benchmarks)

Clinton, OK

2019 RAM 1500 Pickup Longhorn

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

2019 RAM 1500 Pickup Longhorn

Elk City, OK

UnscoredLimited · 7
$28,950104,417 mi

Comparison: 7 similar vehicles

Elk City, OK

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Cordell, OK

UnscoredLimited · 6
$29,334200 mi

Comparison: 6 similar vehicles

Cordell, OK

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Cordell, OK

UnscoredLimited · 6
$29,4849,075 mi

Comparison: 6 similar vehicles

Cordell, OK

2022 Nissan Titan SV

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

2022 Nissan Titan SV

Elk City, OK

OverpricedLimited · 17
$29,49578,356 mi

Market: $17,000 – $28,975

Comparison: 17 similar vehicles

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

Elk City, OK

2019 RAM 2500 Pickup Tradesman

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

2019 RAM 2500 Pickup Tradesman

Elk City, OK

UnscoredModerate · 25
$29,496165,181 mi

Comparison: 25 similar vehicles

Elk City, OK

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

Clinton, OK

UnscoredInsufficient · 4
$29,70060,913 mi

Comparison: 4 similar vehicles

Clinton, OK

2017 Chevrolet Silverado 1500 LTZ

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

2017 Chevrolet Silverado 1500 LTZ

Altus, OK

OverpricedModerate · 47
$29,73667,905 mi

Market: $15,999 – $29,000

Comparison: 47 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Altus, OK

2020 Chevrolet Silverado 2500HD LT

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

2020 Chevrolet Silverado 2500HD LT

Cordell, OK

UnscoredModerate · 45
$29,979136,709 mi

Comparison: 45 similar vehicles

Cordell, OK

2022 RAM 1500 Pickup Big Horn/Lone Star

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

2022 RAM 1500 Pickup Big Horn/Lone Star

Elk City, OK

Fair PriceRobust · 177
$30,24078,977 mi

Market: $20,998 – $43,680

Comparison: 177 similar vehicles

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

Elk City, OK

2023 Toyota Tacoma SR

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

2023 Toyota Tacoma SR

Altus, OK

Fair PriceLimited · 15
$30,48842,380 mi

Market: $27,377 – $35,998

Comparison: 15 similar vehicles

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

Altus, OK

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Altus, OK

UnscoredLimited · 6
$30,744Mileage not verified

Comparison: 6 similar vehicles

Altus, OK

2022 Nissan Frontier PRO-X

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

2022 Nissan Frontier PRO-X

Elk City, OK

UnscoredInsufficient · 0
$30,95143,600 mi

Elk City, OK

2022 Jeep Gladiator Rubicon

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

2022 Jeep Gladiator Rubicon

Altus, OK

OverpricedLimited · 16
$30,99889,477 mi

Market: $28,375 – $30,361

Comparison: 16 similar vehicles

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

Altus, OK

2025 Nissan Frontier SV

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

2025 Nissan Frontier SV

Elk City, OK

Fair PriceModerate · 22
$31,1504,450 mi

Market: $24,904 – $35,490

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Elk City, OK

2020 Chevrolet Silverado 1500 RST

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

2020 Chevrolet Silverado 1500 RST

Cordell, OK

Fair PriceRobust · 118
$31,37999,734 mi

Market: $19,995 – $88,866

Comparison: 118 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Cordell, OK

2021 GMC Canyon Denali

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

2021 GMC Canyon Denali

Altus, OK

UnscoredInsufficient · 4
$31,77961,244 mi

Comparison: 4 similar vehicles

Altus, OK

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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