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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

208 listings found

2010 Ford F-150 King Ranch

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

2010 Ford F-150 King Ranch

West, TX

Unscored
$7,675283,354 mi

Comparison: 7 similar vehicles

West, TX

2015 Ford Fusion SE

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

2015 Ford Fusion SE

West, TX

Fair PriceModerate · 41
$10,003107,190 mi

Market: $3,950 – $12,995

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 139 days listed (based on current market benchmarks)

West, TX

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

West, TX

Unscored
$10,223139,495 mi

Comparison: 40 similar vehicles

West, TX

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

West, TX

Unscored
$10,724145,427 mi

Comparison: 95 similar vehicles

West, TX

2017 Ford Expedition XL

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

2017 Ford Expedition XL

West, TX

UnscoredInsufficient · 4
$10,92397,826 mi

Comparison: 4 similar vehicles

West, TX

2019 Ford Fusion SE

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

2019 Ford Fusion SE

West, TX

Fair PriceRobust · 73
$11,223118,997 mi

Market: $6,999 – $20,500

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 333 days listed (based on current market benchmarks)

West, TX

2015 Ford Taurus Limited

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

2015 Ford Taurus Limited

West, TX

Unscored
$11,497100,689 mi

Comparison: 8 similar vehicles

West, TX

2016 Ford Escape SE

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

2016 Ford Escape SE

West, TX

Fair PriceModerate · 47
$12,194106,340 mi

Market: $2,950 – $12,214

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

West, TX

2022 Ford Maverick XL

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

2022 Ford Maverick XL

West, TX

Unscored
$12,447195,270 mi

Comparison: 67 similar vehicles

West, TX

2017 Ford Fusion SE

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

2017 Ford Fusion SE

West, TX

Fair PriceRobust · 114
$12,74583,405 mi

Market: $4,600 – $18,495

Comparison: 114 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

West, TX

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

West, TX

Fair PriceRobust · 79
$13,22397,680 mi

Market: $3,950 – $18,145

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

West, TX

2018 Ford Explorer Limited

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

2018 Ford Explorer Limited

West, TX

Unscored
$13,681143,405 mi

Comparison: 69 similar vehicles

West, TX

2016 Ford F-150 XL

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

2016 Ford F-150 XL

West, TX

Unscored
$14,682150,478 mi

Comparison: 39 similar vehicles

West, TX

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

West, TX

Unscored
$15,223117,682 mi

Comparison: 8 similar vehicles

West, TX

2018 Ford Expedition XL

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

2018 Ford Expedition XL

West, TX

UnscoredInsufficient · 0
$15,61081,816 mi

West, TX

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

West, TX

Unscored
$16,992109,940 mi

Comparison: 7 similar vehicles

West, TX

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

West, TX

Unscored
$17,689108,875 mi

Comparison: 7 similar vehicles

West, TX

2019 Ford Ranger XLT

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

2019 Ford Ranger XLT

West, TX

Unscored
$18,193127,620 mi

Comparison: 110 similar vehicles

West, TX

2015 Ford Mustang EcoBoost

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

2015 Ford Mustang EcoBoost

West, TX

Fair PriceLimited · 12
$18,21974,096 mi

Market: $7,750 – $19,598

Comparison: 12 similar vehicles

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

West, TX

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

West, TX

Unscored
$19,001145,441 mi

Comparison: 177 similar vehicles

West, TX

2019 Ford F-150 XL

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

2019 Ford F-150 XL

West, TX

Unscored
$19,223122,133 mi

Comparison: 5 similar vehicles

West, TX

2020 Ford Expedition XLT

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

2020 Ford Expedition XLT

West, TX

Unscored
$19,803135,945 mi

Comparison: 209 similar vehicles

West, TX

2024 Ford Maverick XLT

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

2024 Ford Maverick XLT

West, TX

Fair PriceModerate · 30
$20,798108,925 mi

Market: $18,500 – $26,024

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

West, TX

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

West, TX

Fair PriceModerate · 24
$20,99938,410 mi

Market: $14,900 – $23,314

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 153 days listed (based on current market benchmarks)

West, TX

2021 Ford Bronco Sport Outer Banks

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

2021 Ford Bronco Sport Outer Banks

West, TX

OverpricedLimited · 12
$23,22142,980 mi

Market: $21,981 – $22,899

Comparison: 12 similar vehicles

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

West, TX

2021 Ford Bronco Sport Outer Banks

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

2021 Ford Bronco Sport Outer Banks

West, TX

Fair PriceRobust · 97
$23,45294,514 mi

Market: $7,995 – $25,999

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

West, TX

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

West, TX

Unscored
$23,681112,974 mi

Comparison: 6 similar vehicles

West, TX

2021 Ford Explorer Limited

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

2021 Ford Explorer Limited

West, TX

Fair PriceRobust · 109
$23,79290,497 mi

Market: $14,490 – $25,079

Comparison: 109 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 139 days listed (based on current market benchmarks)

West, TX

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

West, TX

UnscoredInsufficient · 4
$23,99739,398 mi

Comparison: 4 similar vehicles

West, TX

2024 Ford Escape ST-Line Select

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

2024 Ford Escape ST-Line Select

West, TX

UnscoredInsufficient · 0
$24,91846,203 mi

West, TX

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

West, TX

UnscoredInsufficient · 3
$25,04430,221 mi

Comparison: 3 similar vehicles

West, TX

2019 Ford Expedition Platinum

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

2019 Ford Expedition Platinum

West, TX

Unscored
$25,215120,778 mi

Comparison: 68 similar vehicles

West, TX

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

West, TX

Unscored
$26,802197,516 mi

Comparison: 31 similar vehicles

West, TX

2022 Ford Escape Titanium

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

2022 Ford Escape Titanium

West, TX

Unscored
$26,88233,180 mi

Comparison: 7 similar vehicles

West, TX

2024 Ford Maverick XL

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

2024 Ford Maverick XL

West, TX

Unscored
$27,05436,464 mi

Comparison: 8 similar vehicles

West, TX

2022 Ford F-150 XL

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

2022 Ford F-150 XL

West, TX

UnscoredInsufficient · 4
$27,76191,258 mi

Comparison: 4 similar vehicles

West, TX

2025 Ford Escape Hybrid ST-Line Select

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

2025 Ford Escape Hybrid ST-Line Select

West, TX

UnscoredInsufficient · 0
$27,90622,606 mi

West, TX

2023 Ford Maverick Lariat

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

2023 Ford Maverick Lariat

West, TX

Fair PriceLimited · 12
$28,10942,600 mi

Market: $27,226 – $31,129

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 425 days listed (based on current market benchmarks)

West, TX

2021 Ford F-150 XL

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

2021 Ford F-150 XL

West, TX

UnscoredInsufficient · 3
$28,144104,785 mi

Comparison: 3 similar vehicles

West, TX

2020 Ford Explorer Platinum

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

2020 Ford Explorer Platinum

West, TX

OverpricedRobust · 88
$29,17463,513 mi

Market: $17,001 – $28,900

Comparison: 88 similar vehicles

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

West, TX

2024 Ford Edge SEL

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

2024 Ford Edge SEL

West, TX

Fair PriceModerate · 34
$29,18116,410 mi

Market: $18,490 – $29,355

Comparison: 34 similar vehicles

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

West, TX

2023 Ford E-Transit Cargo Van Base

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

2023 Ford E-Transit Cargo Van Base

West, TX

UnscoredInsufficient · 3
$29,2235,103 mi

Comparison: 3 similar vehicles

West, TX

2021 Ford F-150 XL

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

2021 Ford F-150 XL

West, TX

UnscoredInsufficient · 3
$29,22378,895 mi

Comparison: 3 similar vehicles

West, TX

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

West, TX

Great DealLimited · 11
$29,45078,369 mi

Market: $30,888 – $39,990

Comparison: 11 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 93 days listed (based on current market benchmarks)

West, TX

2015 Ford F-150 King Ranch

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

2015 Ford F-150 King Ranch

West, TX

Fair PriceModerate · 41
$30,17482,371 mi

Market: $14,500 – $30,998

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

West, TX

2026 Ford Maverick XL

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

2026 Ford Maverick XL

West, TX

Unscored
$30,365Mileage not verified

Comparison: 9 similar vehicles

West, TX

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

West, TX

Fair PriceModerate · 34
$30,715Mileage not verified

Market: $31,278 – $39,059

Comparison: 34 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 99 days listed (based on current market benchmarks)

West, TX

2023 Ford F-150 XL

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

2023 Ford F-150 XL

West, TX

Fair PriceLimited · 16
$31,72462,925 mi

Market: $26,027 – $33,242

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

West, TX

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

West, TX

UnscoredInsufficient · 4
$32,46467,299 mi

Comparison: 4 similar vehicles

West, TX

2023 Ford Explorer Limited

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

2023 Ford Explorer Limited

West, TX

Fair PriceModerate · 30
$32,55658,320 mi

Market: $27,200 – $35,110

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

West, TX

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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