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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 10, 2026

7.3M+

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

336 listings found

2016 GMC Acadia SLT-2

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

2016 GMC Acadia SLT-2

Kingfisher, OK

UnscoredInsufficient · 0
$9,998117,296 mi

Kingfisher, OK

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Kingfisher, OK

Unscored
$10,99868,754 mi

Comparison: 7 similar vehicles

Kingfisher, OK

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Kingfisher, OK

Unscored
$14,739132,819 mi

Comparison: 27 similar vehicles

Kingfisher, OK

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

Kingfisher, OK

Unscored
$14,989110,010 mi

Comparison: 6 similar vehicles

Kingfisher, OK

2021 RAM Promaster City Tradesman

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

2021 RAM Promaster City Tradesman

Kingfisher, OK

Unscored
$15,039119,495 mi

Comparison: 5 similar vehicles

Kingfisher, OK

2016 RAM 1500 Pickup Big Horn

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

2016 RAM 1500 Pickup Big Horn

Kingfisher, OK

Unscored
$15,489135,158 mi

Comparison: 5 similar vehicles

Kingfisher, OK

2019 Chevrolet Colorado Work Truck

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

2019 Chevrolet Colorado Work Truck

Kingfisher, OK

Unscored
$15,589111,197 mi

Comparison: 9 similar vehicles

Kingfisher, OK

2017 GMC Yukon Denali

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

2017 GMC Yukon Denali

Kingfisher, OK

Unscored
$15,900190,030 mi

Comparison: 8 similar vehicles

Kingfisher, OK

2021 Nissan Altima SV

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

2021 Nissan Altima SV

Kingfisher, OK

UnscoredInsufficient · 4
$16,58992,528 mi

Comparison: 4 similar vehicles

Kingfisher, OK

2022 Kia Telluride SX

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

2022 Kia Telluride SX

Kingfisher, OK

Unscored
$16,939167,513 mi

Comparison: 27 similar vehicles

Kingfisher, OK

2017 RAM 1500 Pickup Night

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

2017 RAM 1500 Pickup Night

Kingfisher, OK

UnscoredInsufficient · 0
$17,689167,201 mi

Kingfisher, OK

2022 Hyundai Santa Fe SEL

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

2022 Hyundai Santa Fe SEL

Kingfisher, OK

Unscored
$18,68066,416 mi

Comparison: 5 similar vehicles

Kingfisher, OK

1996 Chevrolet Tahoe

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

1996 Chevrolet Tahoe

Kingfisher, OK

UnscoredInsufficient · 0
$19,589Mileage not verified

Kingfisher, OK

2021 RAM 1500 Pickup Laramie

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

2021 RAM 1500 Pickup Laramie

Kingfisher, OK

Unscored
$19,989153,362 mi

Comparison: 10 similar vehicles

Kingfisher, OK

2020 Dodge Journey SE

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

2020 Dodge Journey SE

Kingfisher, OK

UnscoredInsufficient · 0
$19,98914,382 mi

Kingfisher, OK

2023 Chevrolet TrailBlazer RS

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

2023 Chevrolet TrailBlazer RS

Kingfisher, OK

UnscoredInsufficient · 3
$19,99841,571 mi

Comparison: 3 similar vehicles

Kingfisher, OK

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Kingfisher, OK

Unscored
$23,48917,820 mi

Comparison: 5 similar vehicles

Kingfisher, OK

2020 RAM 1500 Pickup Laramie

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

2020 RAM 1500 Pickup Laramie

Kingfisher, OK

Unscored
$23,789130,304 mi

Comparison: 20 similar vehicles

Kingfisher, OK

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Kingfisher, OK

Fair PriceModerate · 33
$23,83968,430 mi

Market: $18,198 – $27,995

Comparison: 33 similar vehicles

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

Kingfisher, OK

2025 Toyota Corolla LE

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

2025 Toyota Corolla LE

Kingfisher, OK

Unscored
$24,03935,505 mi

Comparison: 6 similar vehicles

Kingfisher, OK

2024 Ford Bronco Sport Outer Banks

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

2024 Ford Bronco Sport Outer Banks

Kingfisher, OK

Unscored
$24,52052,998 mi

Comparison: 13 similar vehicles

Kingfisher, OK

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Kingfisher, OK

OverpricedModerate · 24
$24,58931,836 mi

Market: $20,337 – $22,798

Comparison: 24 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Kingfisher, OK

2003 Dodge Ram 3500 Pickup

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

2003 Dodge Ram 3500 Pickup

Kingfisher, OK

UnscoredInsufficient · 0
$24,950101,392 mi

Kingfisher, OK

2024 Buick Envision Preferred

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

2024 Buick Envision Preferred

Kingfisher, OK

Fair PriceModerate · 22
$24,99554,174 mi

Market: $22,540 – $27,811

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Kingfisher, OK

2026 Buick Envista Preferred

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

2026 Buick Envista Preferred

Kingfisher, OK

OverpricedLimited · 10
$24,99816,823 mi

Market: $21,999 – $24,799

Comparison: 10 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Kingfisher, OK

2020 GMC Yukon SLT

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

2020 GMC Yukon SLT

Kingfisher, OK

Fair PriceLimited · 12
$25,489119,676 mi

Market: $24,219 – $27,989

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 203 days listed (based on current market benchmarks)

Kingfisher, OK

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Kingfisher, OK

Unscored
$26,880121,962 mi

Comparison: 56 similar vehicles

Kingfisher, OK

2021 Jeep Grand Cherokee L Summit Reserve

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

2021 Jeep Grand Cherokee L Summit Reserve

Kingfisher, OK

Unscored
$27,99897,610 mi

Comparison: 9 similar vehicles

Kingfisher, OK

2025 Toyota Tacoma SR

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

2025 Toyota Tacoma SR

Kingfisher, OK

Unscored
$28,54913,517 mi

Comparison: 7 similar vehicles

Kingfisher, OK

2019 GMC Yukon XL Denali

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

2019 GMC Yukon XL Denali

Kingfisher, OK

Fair PriceLimited · 13
$29,039102,944 mi

Market: $20,888 – $29,668

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Kingfisher, OK

2025 Toyota Camry LE

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

2025 Toyota Camry LE

Kingfisher, OK

OverpricedModerate · 40
$29,83958,246 mi

Market: $23,899 – $27,809

Comparison: 40 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Kingfisher, OK

2024 Jeep Wrangler 4-Door Sport S

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

2024 Jeep Wrangler 4-Door Sport S

Kingfisher, OK

UnscoredInsufficient · 0
$29,93944,445 mi

Kingfisher, OK

2023 RAM 1500 Pickup Big Horn/Lone Star

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

2023 RAM 1500 Pickup Big Horn/Lone Star

Kingfisher, OK

Fair PriceModerate · 40
$29,98997,420 mi

Market: $22,500 – $34,589

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Kingfisher, OK

2020 RAM 1500 Pickup Longhorn

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

2020 RAM 1500 Pickup Longhorn

Kingfisher, OK

Unscored
$29,989111,403 mi

Comparison: 9 similar vehicles

Kingfisher, OK

2022 Chevrolet Silverado 1500 Limited Custom

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

2022 Chevrolet Silverado 1500 Limited Custom

Kingfisher, OK

Unscored
$29,995169,081 mi

Comparison: 19 similar vehicles

Kingfisher, 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

Kingfisher, OK

Fair PriceModerate · 36
$30,49585,449 mi

Market: $18,900 – $34,748

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Kingfisher, OK

2025 RAM 1500 Pickup Tradesman

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

2025 RAM 1500 Pickup Tradesman

Kingfisher, OK

Unscored
$30,58928,346 mi

Comparison: 5 similar vehicles

Kingfisher, OK

2023 Cadillac XT5 Premium Luxury

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

2023 Cadillac XT5 Premium Luxury

Kingfisher, OK

Unscored
$30,99854,804 mi

Comparison: 7 similar vehicles

Kingfisher, OK

2022 Chevrolet Silverado 1500 Limited RST

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

2022 Chevrolet Silverado 1500 Limited RST

Kingfisher, OK

Fair PriceModerate · 23
$31,495103,385 mi

Market: $28,990 – $36,298

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Kingfisher, OK

2022 Jeep Gladiator Mojave

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

2022 Jeep Gladiator Mojave

Kingfisher, OK

Fair PriceLimited · 15
$31,58966,154 mi

Market: $28,371 – $38,500

Comparison: 15 similar vehicles

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

Kingfisher, OK

2022 Chevrolet Silverado 1500 LT

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

2022 Chevrolet Silverado 1500 LT

Kingfisher, OK

Unscored
$31,58957,464 mi

Comparison: 5 similar vehicles

Kingfisher, OK

2022 GMC Sierra 1500 Limited AT4

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

2022 GMC Sierra 1500 Limited AT4

Kingfisher, OK

Unscored
$32,498133,269 mi

Comparison: 30 similar vehicles

Kingfisher, OK

2023 Buick Envision Essence

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

2023 Buick Envision Essence

Kingfisher, OK

OverpricedModerate · 20
$32,99560,895 mi

Market: $20,294 – $26,375

Comparison: 20 similar vehicles

Priced ~25% above the typical market range for similar vehicles (based on current market benchmarks)

Kingfisher, OK

2025 Dodge Durango GT

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

2025 Dodge Durango GT

Kingfisher, OK

Unscored
$33,03927,042 mi

Comparison: 6 similar vehicles

Kingfisher, OK

2019 RAM 1500 Pickup Laramie

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

2019 RAM 1500 Pickup Laramie

Kingfisher, OK

UnscoredInsufficient · 0
$33,58950,273 mi

Kingfisher, OK

2023 Chevrolet Traverse Premier

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

2023 Chevrolet Traverse Premier

Kingfisher, OK

Fair PriceLimited · 14
$33,68956,272 mi

Market: $29,577 – $37,153

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Kingfisher, OK

2020 RAM 1500 Pickup Laramie

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

2020 RAM 1500 Pickup Laramie

Kingfisher, OK

Fair PriceLimited · 11
$33,98952,897 mi

Market: $34,494 – $40,350

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 133 days listed (based on current market benchmarks)

Kingfisher, OK

2023 Chevrolet Equinox RS

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

2023 Chevrolet Equinox RS

Kingfisher, OK

Unscored
$33,99535,192 mi

Comparison: 6 similar vehicles

Kingfisher, OK

2022 RAM 1500 Pickup Laramie

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

2022 RAM 1500 Pickup Laramie

Kingfisher, OK

Fair PriceModerate · 42
$34,08976,903 mi

Market: $23,995 – $44,995

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Kingfisher, OK

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Kingfisher, OK

UnscoredInsufficient · 0
$34,19424,390 mi

Kingfisher, OK

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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