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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 · October 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 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

126 listings found

2018 Ford Focus SE

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

2018 Ford Focus SE

Hutchinson, KS

UnscoredInsufficient · 0
$12,27442,875 mi

Hutchinson, KS

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Hutchinson, KS

Fair PriceModerate · 39
$12,353105,229 mi

Market: $11,390 – $17,580

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Hutchinson, KS

2017 Ford Escape SE

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

2017 Ford Escape SE

Hutchinson, KS

UnscoredInsufficient · 0
$13,18854,192 mi

Hutchinson, KS

2002 Ford Thunderbird Premium

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

2002 Ford Thunderbird Premium

Hutchinson, KS

UnscoredLimited · 5
$13,82470,578 mi

Comparison: 5 similar vehicles

Hutchinson, KS

2017 Ford Escape SE

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

2017 Ford Escape SE

Hutchinson, KS

UnscoredInsufficient · 0
$13,99147,025 mi

Hutchinson, KS

2020 Ford Fusion S

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

2020 Ford Fusion S

Hutchinson, KS

UnscoredInsufficient · 4
$14,23371,337 mi

Comparison: 4 similar vehicles

Hutchinson, KS

2018 Ford C-Max SE

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

2018 Ford C-Max SE

Hutchinson, KS

UnscoredInsufficient · 0
$14,72421,470 mi

Hutchinson, KS

2019 Ford Ranger XLT

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

2019 Ford Ranger XLT

Hutchinson, KS

UnscoredModerate · 49
$15,149177,597 mi

Comparison: 49 similar vehicles

Hutchinson, KS

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Hutchinson, KS

Fair PriceRobust · 58
$15,50071,999 mi

Market: $8,988 – $17,659

Comparison: 58 similar vehicles

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

Hutchinson, KS

2018 Ford Escape SE

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

2018 Ford Escape SE

Hutchinson, KS

UnscoredInsufficient · 0
$16,19231,450 mi

Hutchinson, KS

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

Hutchinson, KS

UnscoredRobust · 72
$19,387148,891 mi

Comparison: 72 similar vehicles

Hutchinson, KS

2021 Ford Bronco Sport Badlands

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

2021 Ford Bronco Sport Badlands

Hutchinson, KS

Fair PriceModerate · 24
$20,51184,201 mi

Market: $16,730 – $29,999

Comparison: 24 similar vehicles

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

Hutchinson, KS

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Hutchinson, KS

UnscoredLimited · 8
$20,82378,596 mi

Comparison: 8 similar vehicles

Hutchinson, KS

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Hutchinson, KS

UnscoredLimited · 8
$21,45978,313 mi

Comparison: 8 similar vehicles

Hutchinson, KS

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

Hutchinson, KS

UnscoredInsufficient · 4
$21,73953,062 mi

Comparison: 4 similar vehicles

Hutchinson, KS

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Hutchinson, KS

UnscoredLimited · 8
$22,00070,923 mi

Comparison: 8 similar vehicles

Hutchinson, KS

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

Hutchinson, KS

Fair PriceModerate · 27
$22,36243,393 mi

Market: $19,930 – $24,950

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Hutchinson, KS

2024 Ford Escape Active

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

2024 Ford Escape Active

Hutchinson, KS

UnscoredLimited · 5
$22,57550,371 mi

Comparison: 5 similar vehicles

Hutchinson, KS

2022 Ford Maverick XLT

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

2022 Ford Maverick XLT

Hutchinson, KS

Fair PriceLimited · 10
$23,36179,986 mi

Market: $19,950 – $27,999

Comparison: 10 similar vehicles

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

Hutchinson, KS

2024 Ford Escape Active

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

2024 Ford Escape Active

Hutchinson, KS

Fair PriceModerate · 20
$23,63713,277 mi

Market: $19,988 – $26,850

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Hutchinson, KS

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

Hutchinson, KS

UnscoredInsufficient · 3
$23,93927,885 mi

Comparison: 3 similar vehicles

Hutchinson, KS

2025 Ford Escape Active

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

2025 Ford Escape Active

Hutchinson, KS

UnscoredLimited · 6
$23,94127,836 mi

Comparison: 6 similar vehicles

Hutchinson, KS

2024 Ford Mustang EcoBoost Premium

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

2024 Ford Mustang EcoBoost Premium

Hutchinson, KS

Great DealLimited · 10
$24,40653,379 mi

Market: $25,777 – $28,225

Comparison: 10 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 147 days listed (based on current market benchmarks)

Hutchinson, KS

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

Hutchinson, KS

UnscoredLimited · 6
$24,946130,322 mi

Comparison: 6 similar vehicles

Hutchinson, KS

2019 Ford Expedition XL

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

2019 Ford Expedition XL

Hutchinson, KS

UnscoredInsufficient · 0
$25,00073,530 mi

Hutchinson, 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

Hutchinson, KS

UnscoredLimited · 5
$25,05835,449 mi

Comparison: 5 similar vehicles

Hutchinson, KS

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Hutchinson, KS

Fair PriceLimited · 14
$25,13959,830 mi

Market: $23,787 – $28,799

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Hutchinson, KS

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Hutchinson, KS

Fair PriceLimited · 14
$25,24778,780 mi

Market: $22,000 – $30,704

Comparison: 14 similar vehicles

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

Hutchinson, KS

2022 Ford Ranger XLT

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

2022 Ford Ranger XLT

Hutchinson, KS

UnscoredLimited · 7
$25,67293,933 mi

Comparison: 7 similar vehicles

Hutchinson, KS

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

Hutchinson, KS

Fair PriceRobust · 95
$26,149108,259 mi

Market: $16,293 – $31,315

Comparison: 95 similar vehicles

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

Hutchinson, KS

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

Hutchinson, KS

Fair PriceModerate · 43
$26,43628,531 mi

Market: $24,499 – $30,625

Comparison: 43 similar vehicles

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

Hutchinson, KS

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Hutchinson, KS

Fair PriceLimited · 14
$26,58853,558 mi

Market: $23,787 – $28,208

Comparison: 14 similar vehicles

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

Hutchinson, 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

Hutchinson, KS

Great DealLimited · 13
$26,70692,408 mi

Market: $28,298 – $36,725

Comparison: 13 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 50 days listed (based on current market benchmarks)

Hutchinson, KS

2026 Ford Escape ST-Line

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

2026 Ford Escape ST-Line

Hutchinson, KS

UnscoredInsufficient · 0
$27,24713,547 mi

Hutchinson, KS

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

Hutchinson, KS

Fair PriceRobust · 159
$27,254113,684 mi

Market: $13,579 – $36,950

Comparison: 159 similar vehicles

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

Hutchinson, KS

2020 Ford Ranger XLT

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

2020 Ford Ranger XLT

Hutchinson, KS

UnscoredInsufficient · 0
$28,02341,691 mi

Hutchinson, KS

2023 Ford Transit Van Base

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

2023 Ford Transit Van Base

Hutchinson, KS

Fair PriceModerate · 21
$28,04662,704 mi

Market: $20,995 – $41,999

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Hutchinson, KS

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

Hutchinson, KS

UnscoredLimited · 7
$28,11519,135 mi

Comparison: 7 similar vehicles

Hutchinson, KS

2023 Ford Bronco Sport Heritage

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

2023 Ford Bronco Sport Heritage

Hutchinson, KS

UnscoredInsufficient · 0
$28,33125,500 mi

Hutchinson, KS

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Hutchinson, KS

OverpricedLimited · 14
$28,35266,531 mi

Market: $22,000 – $27,351

Comparison: 14 similar vehicles

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

Hutchinson, KS

2020 Ford Expedition XLT

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

2020 Ford Expedition XLT

Hutchinson, KS

Fair PriceRobust · 58
$28,97964,455 mi

Market: $12,616 – $29,899

Comparison: 58 similar vehicles

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

Hutchinson, KS

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Hutchinson, KS

UnscoredInsufficient · 3
$29,20243,795 mi

Comparison: 3 similar vehicles

Hutchinson, KS

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

Hutchinson, KS

Fair PriceRobust · 136
$29,60479,282 mi

Market: $14,999 – $45,500

Comparison: 136 similar vehicles

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

Hutchinson, KS

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Hutchinson, KS

Fair PriceModerate · 31
$29,98756,359 mi

Market: $26,824 – $31,659

Comparison: 31 similar vehicles

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

Hutchinson, KS

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Hutchinson, KS

UnscoredLimited · 6
$30,37931,394 mi

Comparison: 6 similar vehicles

Hutchinson, KS

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

Hutchinson, KS

UnscoredInsufficient · 4
$30,38366,377 mi

Comparison: 4 similar vehicles

Hutchinson, 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

Hutchinson, KS

UnscoredLimited · 9
$30,61854,644 mi

Comparison: 9 similar vehicles

Hutchinson, KS

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Hutchinson, KS

Fair PriceLimited · 15
$30,769Mileage not verified

Market: $29,789 – $32,347

Comparison: 15 similar vehicles

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

Hutchinson, KS

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Hutchinson, KS

Fair PriceLimited · 15
$30,839Mileage not verified

Market: $29,789 – $32,347

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Hutchinson, KS

2018 Ford F-150 Platinum

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

2018 Ford F-150 Platinum

Hutchinson, KS

UnscoredInsufficient · 4
$31,41879,211 mi

Comparison: 4 similar vehicles

Hutchinson, KS

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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