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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

96 listings found

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Cheney, KS

Fair PriceModerate · 48
$16,49487,656 mi

Market: $9,999 – $23,999

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Cheney, KS

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Cheney, KS

Fair PriceLimited · 13
$16,49487,521 mi

Market: $9,999 – $16,973

Comparison: 13 similar vehicles

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

Cheney, KS

2024 Ford Escape Active

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

2024 Ford Escape Active

Cheney, KS

Fair PriceLimited · 13
$18,76882,040 mi

Market: $17,512 – $24,711

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Cheney, KS

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

Cheney, KS

UnscoredInsufficient · 4
$20,383105,037 mi

Comparison: 4 similar vehicles

Cheney, KS

2025 Ford Escape Active

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

2025 Ford Escape Active

Cheney, KS

UnscoredInsufficient · 3
$20,99436,660 mi

Comparison: 3 similar vehicles

Cheney, KS

2025 Ford Escape Active

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

2025 Ford Escape Active

Cheney, KS

Fair PriceModerate · 42
$21,09447,782 mi

Market: $17,609 – $25,350

Comparison: 42 similar vehicles

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

Cheney, KS

2021 Ford Edge Titanium

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

2021 Ford Edge Titanium

Cheney, KS

UnscoredInsufficient · 0
$21,26954,112 mi

Cheney, KS

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

Cheney, KS

Unscored
$21,634128,681 mi

Comparison: 13 similar vehicles

Cheney, KS

2025 Ford Escape Active

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

2025 Ford Escape Active

Cheney, KS

Fair PriceLimited · 11
$22,19425,436 mi

Market: $22,094 – $25,400

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Cheney, KS

2021 Ford Explorer Limited

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

2021 Ford Explorer Limited

Cheney, KS

Fair PriceRobust · 57
$22,19994,193 mi

Market: $17,900 – $30,785

Comparison: 57 similar vehicles

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

Cheney, KS

2022 Ford Transit Van Base

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

2022 Ford Transit Van Base

Cheney, KS

UnscoredInsufficient · 0
$23,04999,547 mi

Cheney, KS

2024 Ford Bronco Sport Big Bend

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

2024 Ford Bronco Sport Big Bend

Cheney, KS

Fair PriceLimited · 15
$23,30846,531 mi

Market: $21,910 – $26,241

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Cheney, KS

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Cheney, KS

Unscored
$23,47559,428 mi

Comparison: 19 similar vehicles

Cheney, KS

2021 Ford Escape Titanium

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

2021 Ford Escape Titanium

Cheney, KS

UnscoredInsufficient · 0
$23,48644,968 mi

Cheney, KS

2019 Ford Mustang GT Premium

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

2019 Ford Mustang GT Premium

Cheney, KS

Unscored
$24,49593,632 mi

Comparison: 5 similar vehicles

Cheney, KS

2025 Ford Escape ST-Line Select

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

2025 Ford Escape ST-Line Select

Cheney, KS

OverpricedModerate · 35
$24,99433,347 mi

Market: $21,998 – $24,849

Comparison: 35 similar vehicles

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

Cheney, KS

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Cheney, KS

Unscored
$25,09843,162 mi

Comparison: 5 similar vehicles

Cheney, KS

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Cheney, KS

Unscored
$25,67634,079 mi

Comparison: 5 similar vehicles

Cheney, KS

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

Cheney, KS

Fair PriceModerate · 39
$27,898119,556 mi

Market: $25,980 – $36,798

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 131 days listed (based on current market benchmarks)

Cheney, KS

2023 Ford Maverick XLT

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

2023 Ford Maverick XLT

Cheney, KS

UnscoredInsufficient · 0
$27,99934,772 mi

Cheney, KS

2023 Ford Bronco Sport Outer Banks

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

2023 Ford Bronco Sport Outer Banks

Cheney, KS

Unscored
$28,04819,755 mi

Comparison: 7 similar vehicles

Cheney, KS

2025 Ford Explorer Active

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

2025 Ford Explorer Active

Cheney, KS

Unscored
$28,24941,350 mi

Comparison: 5 similar vehicles

Cheney, KS

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Cheney, KS

Fair PriceLimited · 18
$29,89641,931 mi

Market: $28,797 – $33,293

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 121 days listed (based on current market benchmarks)

Cheney, KS

2023 Ford F-250 Super Duty XL

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

2023 Ford F-250 Super Duty XL

Cheney, KS

Fair PriceModerate · 26
$30,49460,085 mi

Market: $27,995 – $49,200

Comparison: 26 similar vehicles

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

Cheney, KS

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

Cheney, KS

Fair PriceModerate · 30
$32,08971,054 mi

Market: $22,093 – $35,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Cheney, KS

2021 Ford Bronco 4-Door Outer Banks

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

2021 Ford Bronco 4-Door Outer Banks

Cheney, KS

UnscoredInsufficient · 0
$33,39938,161 mi

Cheney, KS

2022 Ford Expedition XLT

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

2022 Ford Expedition XLT

Cheney, KS

Fair PriceModerate · 29
$33,58893,415 mi

Market: $28,990 – $40,000

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 133 days listed (based on current market benchmarks)

Cheney, KS

2024 Ford Edge Titanium

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

2024 Ford Edge Titanium

Cheney, KS

Fair PriceModerate · 34
$33,92420,937 mi

Market: $28,650 – $35,988

Comparison: 34 similar vehicles

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

Cheney, KS

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Cheney, KS

Fair PriceRobust · 126
$34,435Mileage not verified

Market: $31,594 – $41,157

Comparison: 126 similar vehicles

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

Cheney, KS

2025 Ford Transit Van Base

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

2025 Ford Transit Van Base

Cheney, KS

Fair PriceModerate · 45
$34,44910,224 mi

Market: $30,490 – $36,399

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Cheney, KS

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Cheney, KS

Fair PriceRobust · 126
$35,095Mileage not verified

Market: $31,594 – $41,157

Comparison: 126 similar vehicles

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

Cheney, KS

2022 Ford F-150 Lariat

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

2022 Ford F-150 Lariat

Cheney, KS

Fair PriceModerate · 21
$35,09894,236 mi

Market: $23,495 – $49,797

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Cheney, KS

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

Cheney, KS

Fair PriceLimited · 11
$35,28982,239 mi

Market: $30,744 – $45,249

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Cheney, KS

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

Cheney, KS

Fair PriceModerate · 27
$35,98451,200 mi

Market: $29,237 – $42,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Cheney, KS

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

Cheney, KS

Fair PriceModerate · 27
$35,98954,482 mi

Market: $29,237 – $42,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Cheney, KS

2024 Ford Transit Passenger Van XLT

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

2024 Ford Transit Passenger Van XLT

Cheney, KS

UnscoredInsufficient · 3
$36,23457,443 mi

Comparison: 3 similar vehicles

Cheney, KS

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Cheney, KS

Fair PriceModerate · 36
$36,785Mileage not verified

Market: $30,466 – $41,361

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 305 days listed (based on current market benchmarks)

Cheney, KS

2026 Ford Maverick Lobo Standard

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

2026 Ford Maverick Lobo Standard

Cheney, KS

OverpricedLimited · 10
$38,360Mileage not verified

Market: $35,774 – $37,382

Comparison: 10 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Cheney, KS

2025 Ford Bronco 4-Door Big Bend

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

2025 Ford Bronco 4-Door Big Bend

Cheney, KS

Great DealLimited · 11
$38,4877,806 mi

Market: $41,421 – $49,999

Comparison: 11 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 89 days listed (based on current market benchmarks)

Cheney, KS

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Cheney, KS

Fair PriceRobust · 117
$38,923Mileage not verified

Market: $33,983 – $41,927

Comparison: 117 similar vehicles

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

Cheney, KS

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

Cheney, KS

Fair PriceModerate · 34
$38,99935,622 mi

Market: $34,568 – $47,799

Comparison: 34 similar vehicles

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

Cheney, KS

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

Cheney, KS

Fair PriceModerate · 34
$39,34848,654 mi

Market: $34,981 – $43,499

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Cheney, KS

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

Cheney, KS

Fair PriceRobust · 79
$43,44912,298 mi

Market: $34,995 – $51,800

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Cheney, KS

2023 Ford F-150 Lariat

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

2023 Ford F-150 Lariat

Cheney, KS

Unscored
$44,29856,217 mi

Comparison: 8 similar vehicles

Cheney, KS

2023 Ford F-150 Lariat

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

2023 Ford F-150 Lariat

Cheney, KS

Fair PriceLimited · 19
$46,24568,266 mi

Market: $37,500 – $47,990

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Cheney, KS

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Cheney, KS

Fair PriceRobust · 84
$46,859Mileage not verified

Market: $40,469 – $51,577

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Cheney, KS

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Cheney, KS

Fair PriceRobust · 84
$47,047Mileage not verified

Market: $40,469 – $51,577

Comparison: 84 similar vehicles

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

Cheney, KS

2023 Ford F-150 Lariat

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

2023 Ford F-150 Lariat

Cheney, KS

Unscored
$48,11928,045 mi

Comparison: 8 similar vehicles

Cheney, KS

2026 Ford Bronco 4-Door Big Bend

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

2026 Ford Bronco 4-Door Big Bend

Cheney, KS

Fair PriceRobust · 137
$48,870Mileage not verified

Market: $42,440 – $61,354

Comparison: 137 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 264 days listed (based on current market benchmarks)

Cheney, KS

2026 Ford Bronco 4-Door Big Bend

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

2026 Ford Bronco 4-Door Big Bend

Cheney, KS

Fair PriceRobust · 137
$49,010Mileage not verified

Market: $42,440 – $61,354

Comparison: 137 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Cheney, KS

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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