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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 8, 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

134 listings found

2016 Ford Flex SEL

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

2016 Ford Flex SEL

Henryetta, OK

Unscored
$9,365151,970 mi

Comparison: 5 similar vehicles

Henryetta, OK

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Henryetta, OK

Salvage title
$10,365218,935 mi

Henryetta, OK

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Henryetta, OK

Unscored
$12,265125,800 mi

Comparison: 62 similar vehicles

Henryetta, 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

Henryetta, OK

Unscored
$15,765135,000 mi

Comparison: 6 similar vehicles

Henryetta, OK

2021 Jeep Cherokee 80TH

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

2021 Jeep Cherokee 80TH

Henryetta, OK

UnscoredInsufficient · 0
$15,965122,440 mi

Henryetta, OK

2022 Ford Escape SE

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

2022 Ford Escape SE

Henryetta, OK

Fair PriceRobust · 61
$16,96562,439 mi

Market: $7,950 – $20,659

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Henryetta, OK

2021 Jeep Renegade Islander

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

2021 Jeep Renegade Islander

Henryetta, OK

UnscoredInsufficient · 0
$17,66557,019 mi

Henryetta, OK

2020 Ford Ranger XL

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

2020 Ford Ranger XL

Henryetta, OK

Unscored
$19,565130,682 mi

Comparison: 28 similar vehicles

Henryetta, OK

2021 Hyundai Palisade Calligraphy

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

2021 Hyundai Palisade Calligraphy

Henryetta, OK

UnscoredInsufficient · 3
$19,995108,631 mi

Comparison: 3 similar vehicles

Henryetta, OK

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Henryetta, OK

OverpricedRobust · 77
$20,26545,626 mi

Market: $14,689 – $19,414

Comparison: 77 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Henryetta, OK

2017 Ford F-350 Super Duty XL

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

2017 Ford F-350 Super Duty XL

Henryetta, OK

Unscored
$20,565214,025 mi

Comparison: 11 similar vehicles

Henryetta, OK

2021 RAM 1500 Classic Tradesman

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

2021 RAM 1500 Classic Tradesman

Henryetta, OK

Fair PriceRobust · 75
$21,36584,337 mi

Market: $11,477 – $25,970

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Henryetta, OK

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Henryetta, OK

Fair PriceModerate · 39
$21,86583,721 mi

Market: $15,863 – $26,124

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Henryetta, OK

2019 Ford F-250 Super Duty XLT

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

2019 Ford F-250 Super Duty XLT

Henryetta, OK

Unscored
$22,500248,745 mi

Comparison: 89 similar vehicles

Henryetta, OK

2017 Ford Mustang GT

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

2017 Ford Mustang GT

Henryetta, OK

Fair PriceModerate · 21
$22,565102,996 mi

Market: $19,999 – $27,998

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Henryetta, 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

Henryetta, OK

Fair PriceLimited · 17
$22,76563,833 mi

Market: $21,499 – $24,365

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Henryetta, OK

2017 Mercedes-Benz SLC Roadster SLC300

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

2017 Mercedes-Benz SLC Roadster SLC300

Henryetta, OK

UnscoredInsufficient · 0
$22,78784,226 mi

Henryetta, OK

2019 Ford F-150 Lariat

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

2019 Ford F-150 Lariat

Henryetta, OK

Unscored
$22,865161,346 mi

Comparison: 6 similar vehicles

Henryetta, OK

2013 Ford F-250 Super Duty Lariat

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

2013 Ford F-250 Super Duty Lariat

Henryetta, OK

Unscored
$22,865118,065 mi

Comparison: 9 similar vehicles

Henryetta, OK

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Henryetta, OK

Fair PriceRobust · 166
$22,90087,947 mi

Market: $14,995 – $27,178

Comparison: 166 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Henryetta, OK

2016 Ford E-Series Cutaway Base

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

2016 Ford E-Series Cutaway Base

Henryetta, OK

Unscored
$23,265205,991 mi

Comparison: 9 similar vehicles

Henryetta, OK

2020 RAM 1500 Classic Tradesman

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

2020 RAM 1500 Classic Tradesman

Henryetta, OK

Fair PriceRobust · 68
$23,86573,553 mi

Market: $11,250 – $25,133

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Henryetta, OK

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Henryetta, OK

Unscored
$24,16549,128 mi

Comparison: 9 similar vehicles

Henryetta, OK

2024 Ford Edge SE

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

2024 Ford Edge SE

Henryetta, OK

Fair PriceLimited · 14
$24,26536,090 mi

Market: $23,725 – $27,243

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Henryetta, OK

2023 Chevrolet Silverado 1500 Custom

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

2023 Chevrolet Silverado 1500 Custom

Henryetta, OK

Unscored
$24,265148,080 mi

Comparison: 8 similar vehicles

Henryetta, OK

2018 Ford F-150 King Ranch

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

2018 Ford F-150 King Ranch

Henryetta, OK

Unscored
$24,265155,839 mi

Comparison: 60 similar vehicles

Henryetta, OK

2018 RAM 1500 Pickup Tradesman

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

2018 RAM 1500 Pickup Tradesman

Henryetta, OK

OverpricedLimited · 13
$24,66543,623 mi

Market: $17,475 – $20,900

Comparison: 13 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

Henryetta, OK

2021 RAM ProMaster Cargo Van Base

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

2021 RAM ProMaster Cargo Van Base

Henryetta, OK

Fair PriceRobust · 74
$24,76561,312 mi

Market: $9,900 – $28,997

Comparison: 74 similar vehicles

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

Henryetta, OK

2025 Ford Escape Active

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

2025 Ford Escape Active

Henryetta, OK

Unscored
$25,2658,994 mi

Comparison: 7 similar vehicles

Henryetta, OK

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Henryetta, OK

Fair PriceRobust · 107
$26,385159 mi

Market: $23,703 – $27,320

Comparison: 107 similar vehicles

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

Henryetta, OK

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Henryetta, OK

Fair PriceRobust · 107
$26,425Mileage not verified

Market: $23,703 – $27,320

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Henryetta, OK

2025 Mazda CX-50 Preferred

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

2025 Mazda CX-50 Preferred

Henryetta, OK

Fair PriceModerate · 26
$26,66548,765 mi

Market: $19,999 – $28,093

Comparison: 26 similar vehicles

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

Henryetta, OK

2022 Chevrolet Silverado 1500 Limited LT

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

2022 Chevrolet Silverado 1500 Limited LT

Henryetta, OK

Unscored
$26,76580,186 mi

Comparison: 5 similar vehicles

Henryetta, OK

2021 Ford Expedition King Ranch

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

2021 Ford Expedition King Ranch

Henryetta, OK

Unscored
$26,865130,304 mi

Comparison: 5 similar vehicles

Henryetta, OK

2019 Ford Ranger Lariat

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

2019 Ford Ranger Lariat

Henryetta, OK

Fair PriceModerate · 24
$26,86585,689 mi

Market: $17,990 – $28,500

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Henryetta, OK

2023 Ford Mustang Mach-E Select RWD

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

2023 Ford Mustang Mach-E Select RWD

Henryetta, OK

UnscoredInsufficient · 0
$27,26535,502 mi

Henryetta, OK

2022 Ford Maverick XLT

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

2022 Ford Maverick XLT

Henryetta, OK

Fair PriceLimited · 19
$27,26524,393 mi

Market: $24,648 – $28,990

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Henryetta, OK

2025 Chevrolet Blazer 2LT

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

2025 Chevrolet Blazer 2LT

Henryetta, OK

Fair PriceRobust · 106
$28,86542,643 mi

Market: $18,989 – $30,124

Comparison: 106 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Henryetta, 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

Henryetta, OK

Unscored
$28,900138,849 mi

Comparison: 19 similar vehicles

Henryetta, OK

2023 GMC Sierra 2500HD Pro

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

2023 GMC Sierra 2500HD Pro

Henryetta, OK

Unscored
$29,16579,750 mi

Comparison: 9 similar vehicles

Henryetta, 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

Henryetta, OK

Unscored
$29,26543,328 mi

Comparison: 7 similar vehicles

Henryetta, OK

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Henryetta, OK

Unscored
$29,26529,927 mi

Comparison: 9 similar vehicles

Henryetta, OK

2026 Nissan Rogue SL

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

2026 Nissan Rogue SL

Henryetta, OK

OverpricedRobust · 64
$29,66521,284 mi

Market: $22,859 – $27,312

Comparison: 64 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Henryetta, OK

2016 Ford F-350 Super Duty Lariat

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

2016 Ford F-350 Super Duty Lariat

Henryetta, OK

Unscored
$29,865205,198 mi

Comparison: 22 similar vehicles

Henryetta, OK

2022 Ford Explorer ST-LINE

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

2022 Ford Explorer ST-LINE

Henryetta, OK

UnscoredInsufficient · 3
$29,96557,508 mi

Comparison: 3 similar vehicles

Henryetta, OK

2023 GMC Sierra 1500 Pro

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

2023 GMC Sierra 1500 Pro

Henryetta, OK

Unscored
$30,26543,198 mi

Comparison: 21 similar vehicles

Henryetta, OK

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Henryetta, OK

Unscored
$30,265106,973 mi

Comparison: 6 similar vehicles

Henryetta, OK

2025 Ford Ranger XL

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

2025 Ford Ranger XL

Henryetta, OK

UnscoredInsufficient · 0
$30,86513,945 mi

Henryetta, OK

2022 Ford Explorer ST-LINE

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

2022 Ford Explorer ST-LINE

Henryetta, OK

UnscoredInsufficient · 0
$30,96534,601 mi

Henryetta, OK

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Henryetta, OK

OverpricedModerate · 20
$31,86532,360 mi

Market: $27,044 – $28,094

Comparison: 20 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Henryetta, 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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