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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 14, 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

72 listings found

2014 Ford Escape S

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

2014 Ford Escape S

Radcliff, KY

Unscored
$6,553146,967 mi

Comparison: 21 similar vehicles

Radcliff, KY

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Radcliff, KY

Unscored
$7,107174,388 mi

Comparison: 82 similar vehicles

Radcliff, KY

2015 Ford Taurus Limited

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

2015 Ford Taurus Limited

Radcliff, KY

Unscored
$9,193123,167 mi

Comparison: 17 similar vehicles

Radcliff, KY

1999 Ford Ranger XL

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

1999 Ford Ranger XL

Radcliff, KY

UnscoredInsufficient · 0
$9,99537,329 mi

Radcliff, KY

2021 Ford Escape SEL

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

2021 Ford Escape SEL

Radcliff, KY

Unscored
$10,995134,730 mi

Comparison: 39 similar vehicles

Radcliff, KY

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

Radcliff, KY

Unscored
$11,595139,182 mi

Comparison: 5 similar vehicles

Radcliff, KY

2018 Ford Explorer Base

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

2018 Ford Explorer Base

Radcliff, KY

Fair PriceModerate · 22
$11,999105,226 mi

Market: $4,298 – $18,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Radcliff, KY

2017 Ford Fusion Titanium

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

2017 Ford Fusion Titanium

Radcliff, KY

Fair PriceModerate · 29
$12,58681,990 mi

Market: $4,900 – $14,267

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Radcliff, KY

2018 Ford Explorer Sport

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

2018 Ford Explorer Sport

Radcliff, KY

Unscored
$12,597129,264 mi

Comparison: 41 similar vehicles

Radcliff, KY

2018 Ford Edge Titanium

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

2018 Ford Edge Titanium

Radcliff, KY

Fair PriceModerate · 31
$14,999104,279 mi

Market: $10,495 – $17,990

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Radcliff, KY

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Radcliff, KY

Unscored
$15,586128,414 mi

Comparison: 51 similar vehicles

Radcliff, KY

2006 Ford F-250 Super Duty XL

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

2006 Ford F-250 Super Duty XL

Radcliff, KY

Unscored
$15,58682,579 mi

Comparison: 5 similar vehicles

Radcliff, KY

2011 Ford F-350 Super Duty XL

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

2011 Ford F-350 Super Duty XL

Radcliff, KY

Unscored
$15,596197,916 mi

Comparison: 5 similar vehicles

Radcliff, KY

2022 Ford Escape S

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

2022 Ford Escape S

Radcliff, KY

Unscored
$17,34846,742 mi

Comparison: 5 similar vehicles

Radcliff, KY

2020 Ford Explorer Platinum

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

2020 Ford Explorer Platinum

Radcliff, KY

Unscored
$18,095134,665 mi

Comparison: 124 similar vehicles

Radcliff, KY

2011 Ford F-150 SVT Raptor

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

2011 Ford F-150 SVT Raptor

Radcliff, KY

UnscoredInsufficient · 3
$19,097123,997 mi

Comparison: 3 similar vehicles

Radcliff, KY

2014 Ford F-150 SVT Raptor

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

2014 Ford F-150 SVT Raptor

Radcliff, KY

UnscoredInsufficient · 0
$19,575172,068 mi

Radcliff, KY

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

Radcliff, KY

UnscoredInsufficient · 3
$19,597162,651 mi

Comparison: 3 similar vehicles

Radcliff, KY

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

Radcliff, KY

Fair PriceLimited · 15
$19,989103,712 mi

Market: $15,956 – $31,399

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Radcliff, KY

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

Radcliff, KY

Fair PriceModerate · 25
$20,48699,077 mi

Market: $14,850 – $29,500

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Radcliff, KY

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

Radcliff, KY

Unscored
$20,586320,636 mi

Comparison: 71 similar vehicles

Radcliff, KY

2019 Ford Expedition Platinum

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

2019 Ford Expedition Platinum

Radcliff, KY

Unscored
$20,995131,168 mi

Comparison: 40 similar vehicles

Radcliff, KY

2020 Ford Edge ST

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

2020 Ford Edge ST

Radcliff, KY

UnscoredInsufficient · 0
$22,58751,793 mi

Radcliff, KY

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

Radcliff, KY

Fair PriceModerate · 25
$23,496100,117 mi

Market: $14,850 – $29,500

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Radcliff, KY

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

Radcliff, KY

Unscored
$23,596135,862 mi

Comparison: 7 similar vehicles

Radcliff, KY

2024 Ford Edge ST-Line

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

2024 Ford Edge ST-Line

Radcliff, KY

UnscoredInsufficient · 4
$23,69777,257 mi

Comparison: 4 similar vehicles

Radcliff, KY

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Radcliff, KY

Unscored
$23,93149,247 mi

Comparison: 7 similar vehicles

Radcliff, KY

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Radcliff, KY

Fair PriceModerate · 35
$25,55015,318 mi

Market: $24,948 – $31,427

Comparison: 35 similar vehicles

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

Radcliff, KY

2024 Ford Bronco Sport Badlands

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

2024 Ford Bronco Sport Badlands

Radcliff, KY

UnscoredInsufficient · 0
$26,28751,534 mi

Radcliff, KY

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Radcliff, KY

Fair PriceModerate · 26
$26,33432,255 mi

Market: $25,456 – $28,989

Comparison: 26 similar vehicles

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

Radcliff, KY

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Radcliff, KY

Fair PriceModerate · 29
$28,46435,058 mi

Market: $25,456 – $28,989

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Radcliff, KY

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Radcliff, KY

Fair PriceModerate · 29
$28,48832,159 mi

Market: $25,456 – $28,989

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Radcliff, KY

2023 Ford Mustang Mach-E Select AWD

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

2023 Ford Mustang Mach-E Select AWD

Radcliff, KY

UnscoredInsufficient · 0
$29,00026,747 mi

Radcliff, KY

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

Radcliff, KY

Fair PriceLimited · 14
$30,40066,108 mi

Market: $18,150 – $31,995

Comparison: 14 similar vehicles

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

Radcliff, KY

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

Radcliff, KY

Unscored
$30,56414,445 mi

Comparison: 5 similar vehicles

Radcliff, KY

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

Radcliff, KY

Fair PriceModerate · 21
$30,70185,348 mi

Market: $26,516 – $53,549

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Radcliff, KY

2022 Ford Bronco 4-Door Outer Banks

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

2022 Ford Bronco 4-Door Outer Banks

Radcliff, KY

Fair PriceModerate · 40
$32,37778,305 mi

Market: $28,372 – $40,787

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Radcliff, KY

2017 Ford F-350 Super Duty Lariat

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

2017 Ford F-350 Super Duty Lariat

Radcliff, KY

Unscored
$32,595199,940 mi

Comparison: 22 similar vehicles

Radcliff, KY

2025 Ford Explorer Active

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

2025 Ford Explorer Active

Radcliff, KY

UnscoredInsufficient · 4
$33,88737,842 mi

Comparison: 4 similar vehicles

Radcliff, KY

2007 Ford Mustang Shelby GT500

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

2007 Ford Mustang Shelby GT500

Radcliff, KY

UnscoredInsufficient · 0
$34,48928,352 mi

Radcliff, KY

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Radcliff, KY

UnscoredInsufficient · 3
$35,0634,629 mi

Comparison: 3 similar vehicles

Radcliff, KY

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Radcliff, KY

Fair PriceLimited · 12
$35,337Mileage not verified

Market: $34,569 – $41,334

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 331 days listed (based on current market benchmarks)

Radcliff, KY

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Radcliff, KY

Great DealLimited · 17
$35,38848,709 mi

Market: $37,040 – $55,549

Comparison: 17 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 140 days listed (based on current market benchmarks)

Radcliff, KY

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Radcliff, KY

Fair PriceLimited · 12
$36,269Mileage not verified

Market: $34,569 – $41,334

Comparison: 12 similar vehicles

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

Radcliff, KY

2023 Ford Transit Passenger Van XLT

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

2023 Ford Transit Passenger Van XLT

Radcliff, KY

UnscoredInsufficient · 3
$38,98951,097 mi

Comparison: 3 similar vehicles

Radcliff, KY

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Radcliff, KY

Unscored
$39,189Mileage not verified

Comparison: 9 similar vehicles

Radcliff, KY

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Radcliff, KY

Unscored
$40,98951,782 mi

Comparison: 5 similar vehicles

Radcliff, KY

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Radcliff, KY

Fair PriceModerate · 29
$46,964Mileage not verified

Market: $40,351 – $47,319

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Radcliff, KY

2025 Ford Explorer ST

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

2025 Ford Explorer ST

Radcliff, KY

OverpricedModerate · 23
$47,56222,407 mi

Market: $43,199 – $46,451

Comparison: 23 similar vehicles

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

Radcliff, KY

2027 Ford Transit Van Base

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

2027 Ford Transit Van Base

Radcliff, KY

Fair PriceModerate · 26
$47,813Mileage not verified

Market: $48,801 – $69,664

Comparison: 26 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 64 days listed (based on current market benchmarks)

Radcliff, KY

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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