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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

47 listings found

2011 Hyundai Accent GLS

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

2011 Hyundai Accent GLS

Mena, AR

UnscoredInsufficient · 0
$3,895207,002 mi

Mena, AR

2017 Ford Escape SE

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

2017 Ford Escape SE

Mena, AR

Fair PriceRobust · 78
$8,586100,607 mi

Market: $4,995 – $19,999

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Mena, AR

2012 Hyundai Genesis Coupe Base

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

2012 Hyundai Genesis Coupe Base

Mena, AR

UnscoredInsufficient · 0
$8,900130,305 mi

Mena, AR

2019 Ford Escape SE

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

2019 Ford Escape SE

Mena, AR

Unscored
$9,995125,190 mi

Comparison: 27 similar vehicles

Mena, AR

2013 Dodge Durango SXT

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

2013 Dodge Durango SXT

Mena, AR

Unscored
$10,900140,304 mi

Comparison: 24 similar vehicles

Mena, AR

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Mena, AR

Fair PriceModerate · 23
$11,780102,832 mi

Market: $5,500 – $16,084

Comparison: 23 similar vehicles

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

Mena, AR

2020 Ford Transit Passenger Van XL

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

2020 Ford Transit Passenger Van XL

Mena, AR

UnscoredInsufficient · 0
$11,995186,916 mi

Mena, AR

2016 Kia Sedona EX

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

2016 Kia Sedona EX

Mena, AR

UnscoredInsufficient · 0
$12,48094,802 mi

Mena, AR

2016 Jeep Wrangler Unlimited Rubicon

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

2016 Jeep Wrangler Unlimited Rubicon

Mena, AR

Unscored
$13,780155,456 mi

Comparison: 31 similar vehicles

Mena, AR

2020 Ford Edge Titanium

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

2020 Ford Edge Titanium

Mena, AR

Fair PriceLimited · 13
$13,885100,682 mi

Market: $13,848 – $19,257

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Mena, AR

2014 Jaguar XJ Base

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

2014 Jaguar XJ Base

Mena, AR

UnscoredInsufficient · 0
$13,90050,338 mi

Mena, AR

2016 Ford Explorer Limited

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

2016 Ford Explorer Limited

Mena, AR

Unscored
$13,995124,940 mi

Comparison: 31 similar vehicles

Mena, AR

2015 RAM 2500 Pickup SLT

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

2015 RAM 2500 Pickup SLT

Mena, AR

Unscored
$14,595251,409 mi

Comparison: 12 similar vehicles

Mena, AR

2020 Ford Escape SE

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

2020 Ford Escape SE

Mena, AR

Fair PriceRobust · 107
$15,99576,172 mi

Market: $10,999 – $18,500

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Mena, AR

2017 GMC Sierra 2500HD SLE

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

2017 GMC Sierra 2500HD SLE

Mena, AR

UnscoredInsufficient · 0
$16,99592,075 mi

Mena, AR

2018 GMC Sierra 1500 Base

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

2018 GMC Sierra 1500 Base

Mena, AR

Unscored
$17,215118,347 mi

Comparison: 8 similar vehicles

Mena, AR

2017 Jeep Wrangler Unlimited Willys Wheeler

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

2017 Jeep Wrangler Unlimited Willys Wheeler

Mena, AR

Unscored
$17,84975,500 mi

Comparison: 5 similar vehicles

Mena, AR

2014 Ford F-150 King Ranch

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

2014 Ford F-150 King Ranch

Mena, AR

Unscored
$18,900140,027 mi

Comparison: 18 similar vehicles

Mena, AR

2014 Nissan Titan PRO-4X

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

2014 Nissan Titan PRO-4X

Mena, AR

UnscoredInsufficient · 0
$18,90870,216 mi

Mena, AR

2019 Ford Ranger Lariat

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

2019 Ford Ranger Lariat

Mena, AR

Unscored
$18,915136,892 mi

Comparison: 16 similar vehicles

Mena, AR

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Mena, AR

UnscoredInsufficient · 0
$19,37011,852 mi

Mena, AR

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

Mena, AR

Unscored
$19,653165,539 mi

Comparison: 204 similar vehicles

Mena, AR

2017 Jeep Wrangler Unlimited Rubicon

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

2017 Jeep Wrangler Unlimited Rubicon

Mena, AR

Unscored
$19,900126,323 mi

Comparison: 30 similar vehicles

Mena, AR

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

Mena, AR

Fair PriceRobust · 127
$20,940103,436 mi

Market: $7,500 – $27,998

Comparison: 127 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Mena, AR

2017 GMC Sierra 1500 SLT

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

2017 GMC Sierra 1500 SLT

Mena, AR

Unscored
$22,900159,456 mi

Comparison: 115 similar vehicles

Mena, AR

2018 Ford F-150 Lariat

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

2018 Ford F-150 Lariat

Mena, AR

Unscored
$23,800130,695 mi

Comparison: 111 similar vehicles

Mena, AR

2019 Chevrolet Silverado 1500 LTZ

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

2019 Chevrolet Silverado 1500 LTZ

Mena, AR

Unscored
$23,913166,261 mi

Comparison: 56 similar vehicles

Mena, AR

2015 Jeep Grand Cherokee Laredo E

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

2015 Jeep Grand Cherokee Laredo E

Mena, AR

UnscoredInsufficient · 0
$23,99541,111 mi

Mena, AR

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

Mena, AR

Unscored
$24,995125,555 mi

Comparison: 266 similar vehicles

Mena, AR

2019 Chevrolet Colorado ZR2

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

2019 Chevrolet Colorado ZR2

Mena, AR

Unscored
$25,30181,149 mi

Comparison: 6 similar vehicles

Mena, AR

2016 Toyota RAV4 Limited

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

2016 Toyota RAV4 Limited

Mena, AR

UnscoredInsufficient · 0
$25,37540,113 mi

Mena, AR

2024 Ford Ranger XL

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

2024 Ford Ranger XL

Mena, AR

UnscoredInsufficient · 0
$29,9955,342 mi

Mena, AR

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Mena, AR

UnscoredInsufficient · 0
$33,225Mileage not verified

Mena, AR

2025 Ford Maverick Lobo Standard

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

2025 Ford Maverick Lobo Standard

Mena, AR

UnscoredInsufficient · 0
$37,625Mileage not verified

Mena, AR

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

Mena, AR

UnscoredInsufficient · 3
$37,7355,904 mi

Comparison: 3 similar vehicles

Mena, AR

2025 Ford Ranger XLT

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

2025 Ford Ranger XLT

Mena, AR

UnscoredInsufficient · 3
$43,480172 mi

Comparison: 3 similar vehicles

Mena, AR

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

Mena, AR

Fair PriceRobust · 1980
$46,465575 mi

Market: $35,119 – $72,640

Comparison: 1980 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Mena, AR

2023 Ford Bronco 4-Door Badlands

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

2023 Ford Bronco 4-Door Badlands

Mena, AR

OverpricedLimited · 10
$46,99530,148 mi

Market: $39,669 – $44,709

Comparison: 10 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Mena, AR

2023 Ford F-150 Tremor

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

2023 Ford F-150 Tremor

Mena, AR

UnscoredInsufficient · 0
$50,89519,183 mi

Mena, AR

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

Mena, AR

UnscoredInsufficient · 0
$51,040101 mi

Mena, AR

2024 Ford Bronco 4-Door Badlands

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

2024 Ford Bronco 4-Door Badlands

Mena, AR

OverpricedLimited · 12
$51,99532,409 mi

Market: $47,860 – $49,049

Comparison: 12 similar vehicles

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

Mena, AR

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

Mena, AR

UnscoredInsufficient · 0
$56,525Mileage not verified

Mena, AR

2026 Ford F-350 Super Duty XLT

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

2026 Ford F-350 Super Duty XLT

Mena, AR

Unscored
$59,590Mileage not verified

Comparison: 7 similar vehicles

Mena, AR

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Mena, AR

Fair PriceRobust · 3202
$61,275Mileage not verified

Market: $35,771 – $106,490

Comparison: 3202 similar vehicles

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

Mena, AR

2020 Ford F-350 Super Duty Lariat

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

2020 Ford F-350 Super Duty Lariat

Mena, AR

UnscoredInsufficient · 0
$74,480Mileage not verified

Mena, AR

2027 Ford Expedition Active

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

2027 Ford Expedition Active

Mena, AR

Fair PriceRobust · 636
$76,130Mileage not verified

Market: $62,054 – $88,206

Comparison: 636 similar vehicles

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

Mena, AR

2026 Ford F-250 Super Duty XLT

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

2026 Ford F-250 Super Duty XLT

Mena, AR

Fair PriceRobust · 363
$86,185Mileage not verified

Market: $51,295 – $97,447

Comparison: 363 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 346 days listed (based on current market benchmarks)

Mena, AR

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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