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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 3, 2026

6.8M+

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

108 listings found

2016 Chevrolet Express Cutaway Base

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

2016 Chevrolet Express Cutaway Base

Atoka, OK

Unscored
$8,950126,022 mi

Comparison: 10 similar vehicles

Atoka, OK

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Atoka, OK

Fair PriceRobust · 54
$10,79992,308 mi

Market: $5,900 – $22,999

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Atoka, OK

2018 Chevrolet Express Cutaway Base

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

2018 Chevrolet Express Cutaway Base

Atoka, OK

Unscored
$13,950122,624 mi

Comparison: 6 similar vehicles

Atoka, OK

2008 GMC C6500

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

2008 GMC C6500

Atoka, OK

UnscoredInsufficient · 0
$16,950108,739 mi

Atoka, OK

2024 Nissan Versa Sedan SR

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

2024 Nissan Versa Sedan SR

Atoka, OK

OverpricedLimited · 16
$19,89953,423 mi

Market: $16,798 – $19,523

Comparison: 16 similar vehicles

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

Atoka, OK

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Atoka, OK

Unscored
$19,999142,755 mi

Comparison: 201 similar vehicles

Atoka, OK

2021 Jeep Compass Limited

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

2021 Jeep Compass Limited

Atoka, OK

Fair PriceModerate · 35
$20,28760,996 mi

Market: $10,999 – $22,995

Comparison: 35 similar vehicles

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

Atoka, OK

2019 Ford F-350 Super Duty Chassis Cab XL

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

2019 Ford F-350 Super Duty Chassis Cab XL

Atoka, OK

Unscored
$20,950154,005 mi

Comparison: 49 similar vehicles

Atoka, OK

2022 Jeep Compass Latitude Lux

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

2022 Jeep Compass Latitude Lux

Atoka, OK

OverpricedModerate · 29
$21,28745,835 mi

Market: $17,850 – $21,249

Comparison: 29 similar vehicles

Atoka, OK

2024 Ford Escape Active

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

2024 Ford Escape Active

Atoka, OK

Fair PriceRobust · 53
$22,28749,586 mi

Market: $18,351 – $25,292

Comparison: 53 similar vehicles

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

Atoka, OK

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Atoka, OK

Unscored
$22,79990,979 mi

Comparison: 5 similar vehicles

Atoka, OK

2020 Ford F-350 Super Duty Chassis Cab XL

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

2020 Ford F-350 Super Duty Chassis Cab XL

Atoka, OK

Unscored
$22,950139,539 mi

Comparison: 19 similar vehicles

Atoka, OK

2025 Toyota Corolla LE

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

2025 Toyota Corolla LE

Atoka, OK

Fair PriceRobust · 74
$23,79928,652 mi

Market: $16,999 – $25,101

Comparison: 74 similar vehicles

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

Atoka, OK

2020 Chevrolet Express Cutaway Base

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

2020 Chevrolet Express Cutaway Base

Atoka, OK

Unscored
$23,950168,315 mi

Comparison: 7 similar vehicles

Atoka, OK

2020 Chevrolet Silverado 3500HD Work Truck

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

2020 Chevrolet Silverado 3500HD Work Truck

Atoka, OK

Unscored
$24,950132,195 mi

Comparison: 7 similar vehicles

Atoka, OK

2019 Ford F-250 Super Duty XL

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

2019 Ford F-250 Super Duty XL

Atoka, OK

Unscored
$24,950158,439 mi

Comparison: 125 similar vehicles

Atoka, OK

2022 Chevrolet Traverse 1LT

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

2022 Chevrolet Traverse 1LT

Atoka, OK

Fair PriceModerate · 28
$25,28770,699 mi

Market: $13,690 – $28,527

Comparison: 28 similar vehicles

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

Atoka, OK

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Atoka, OK

Unscored
$25,28767,239 mi

Comparison: 5 similar vehicles

Atoka, OK

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Atoka, OK

Unscored
$25,79923,698 mi

Comparison: 9 similar vehicles

Atoka, OK

2022 Ford F-250 Super Duty XL

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

2022 Ford F-250 Super Duty XL

Atoka, OK

Unscored
$27,950138,255 mi

Comparison: 75 similar vehicles

Atoka, OK

2022 GMC Sierra 2500HD SLE

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

2022 GMC Sierra 2500HD SLE

Atoka, OK

Fair PriceModerate · 25
$27,950116,795 mi

Market: $24,079 – $40,496

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Atoka, OK

2020 Ford F-350 Super Duty Chassis Cab XL

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

2020 Ford F-350 Super Duty Chassis Cab XL

Atoka, OK

Fair PriceLimited · 19
$27,95099,638 mi

Market: $21,990 – $52,950

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Atoka, OK

2020 Ford F-350 Super Duty Chassis Cab XL

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

2020 Ford F-350 Super Duty Chassis Cab XL

Atoka, OK

Unscored
$27,950152,440 mi

Comparison: 19 similar vehicles

Atoka, OK

2018 Ford F-350 Super Duty Chassis Cab XL

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

2018 Ford F-350 Super Duty Chassis Cab XL

Atoka, OK

Fair PriceModerate · 21
$28,950100,874 mi

Market: $18,995 – $52,975

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Atoka, OK

2020 Ford F-150 XLT

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

2020 Ford F-150 XLT

Atoka, OK

UnscoredInsufficient · 3
$29,28793,236 mi

Comparison: 3 similar vehicles

Atoka, OK

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Atoka, OK

UnscoredInsufficient · 3
$30,255Mileage not verified

Comparison: 3 similar vehicles

Atoka, OK

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Atoka, OK

Fair PriceRobust · 50
$30,28722,935 mi

Market: $22,888 – $32,800

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Atoka, OK

2023 RAM 2500 Pickup Tradesman

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

2023 RAM 2500 Pickup Tradesman

Atoka, OK

Unscored
$30,950153,326 mi

Comparison: 70 similar vehicles

Atoka, OK

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Atoka, OK

Unscored
$31,507Mileage not verified

Comparison: 5 similar vehicles

Atoka, OK

2025 Hyundai Palisade SEL

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

2025 Hyundai Palisade SEL

Atoka, OK

Fair PriceRobust · 85
$31,99947,475 mi

Market: $26,995 – $40,390

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 137 days listed (based on current market benchmarks)

Atoka, OK

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Atoka, OK

Fair PriceRobust · 87
$33,348Mileage not verified

Market: $27,561 – $40,840

Comparison: 87 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Atoka, OK

2024 RAM 2500 Pickup Tradesman

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

2024 RAM 2500 Pickup Tradesman

Atoka, OK

Fair PriceRobust · 98
$34,95085,219 mi

Market: $27,558 – $44,900

Comparison: 98 similar vehicles

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

Atoka, OK

2021 Dodge Challenger R/T

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

2021 Dodge Challenger R/T

Atoka, OK

UnscoredInsufficient · 0
$35,79959,588 mi

Atoka, 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

Atoka, OK

Fair PriceModerate · 23
$36,28738,114 mi

Market: $31,533 – $37,000

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Atoka, OK

2021 Ford F-150 Lariat

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

2021 Ford F-150 Lariat

Atoka, OK

Fair PriceRobust · 158
$36,79991,212 mi

Market: $21,490 – $72,222

Comparison: 158 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 198 days listed (based on current market benchmarks)

Atoka, OK

2020 Chevrolet Silverado 2500HD LTZ

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

2020 Chevrolet Silverado 2500HD LTZ

Atoka, OK

Unscored
$37,799151,120 mi

Comparison: 72 similar vehicles

Atoka, OK

2022 Ford Explorer ST

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

2022 Ford Explorer ST

Atoka, OK

UnscoredInsufficient · 0
$38,28723,855 mi

Atoka, OK

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Atoka, OK

Fair PriceLimited · 10
$38,696Mileage not verified

Market: $34,775 – $42,839

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 240 days listed (based on current market benchmarks)

Atoka, OK

2020 Lincoln Navigator Reserve

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

2020 Lincoln Navigator Reserve

Atoka, OK

Fair PriceRobust · 117
$38,99972,922 mi

Market: $22,711 – $40,998

Comparison: 117 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 137 days listed (based on current market benchmarks)

Atoka, OK

2024 RAM 1500 Pickup Big Horn/Lone Star

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

2024 RAM 1500 Pickup Big Horn/Lone Star

Atoka, OK

Fair PriceModerate · 47
$39,28726,364 mi

Market: $27,200 – $39,521

Comparison: 47 similar vehicles

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

Atoka, OK

2019 Ford F-350 Super Duty Chassis Cab XL

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

2019 Ford F-350 Super Duty Chassis Cab XL

Atoka, OK

Unscored
$39,950150,783 mi

Comparison: 49 similar vehicles

Atoka, OK

2023 Chevrolet Silverado 1500 LTZ

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

2023 Chevrolet Silverado 1500 LTZ

Atoka, OK

Fair PriceModerate · 34
$40,28743,631 mi

Market: $29,995 – $42,990

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Atoka, OK

2025 Chevrolet Silverado 1500 Custom

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

2025 Chevrolet Silverado 1500 Custom

Atoka, OK

Fair PriceRobust · 78
$41,95026,134 mi

Market: $28,400 – $44,781

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Atoka, OK

2023 Ford Bronco 4-Door Outer Banks

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

2023 Ford Bronco 4-Door Outer Banks

Atoka, OK

Unscored
$42,79950,343 mi

Comparison: 9 similar vehicles

Atoka, OK

2025 Ford F-150 STX

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

2025 Ford F-150 STX

Atoka, OK

Fair PriceLimited · 19
$43,28732,401 mi

Market: $33,703 – $46,675

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Atoka, OK

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Atoka, OK

Unscored
$43,364Mileage not verified

Comparison: 6 similar vehicles

Atoka, OK

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Atoka, OK

UnscoredInsufficient · 3
$44,299Mileage not verified

Comparison: 3 similar vehicles

Atoka, OK

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Atoka, OK

Unscored
$44,327Mileage not verified

Comparison: 7 similar vehicles

Atoka, OK

2026 Ford F-150 STX

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

2026 Ford F-150 STX

Atoka, OK

Fair PriceLimited · 16
$45,469Mileage not verified

Market: $40,516 – $54,750

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Atoka, OK

2026 Ford Bronco 4-Door Big Bend

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

2026 Ford Bronco 4-Door Big Bend

Atoka, OK

Unscored
$45,588Mileage not verified

Comparison: 9 similar vehicles

Atoka, OK

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.
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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