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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

50 listings found

2012 Ford Fusion S

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

2012 Ford Fusion S

Brillion, WI

Unscored
$9,79094,968 mi

Comparison: 5 similar vehicles

Brillion, WI

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Brillion, WI

Unscored
$10,990176,819 mi

Comparison: 82 similar vehicles

Brillion, WI

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Brillion, WI

Unscored
$16,98833,255 mi

Comparison: 9 similar vehicles

Brillion, WI

2008 Ford F-550

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

2008 Ford F-550

Brillion, WI

UnscoredInsufficient · 0
$20,490141,142 mi

Brillion, WI

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Brillion, WI

Fair PriceRobust · 83
$22,99027,678 mi

Market: $19,995 – $25,690

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 367 days listed (based on current market benchmarks)

Brillion, WI

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Brillion, WI

Fair PriceLimited · 15
$22,99031,206 mi

Market: $20,000 – $23,495

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1108 days listed (based on current market benchmarks)

Brillion, WI

2019 RAM 1500 Pickup Rebel

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

2019 RAM 1500 Pickup Rebel

Brillion, WI

Unscored
$24,988133,560 mi

Comparison: 8 similar vehicles

Brillion, WI

2023 Ford Escape Active

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

2023 Ford Escape Active

Brillion, WI

Unscored
$24,99030,664 mi

Comparison: 5 similar vehicles

Brillion, WI

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Brillion, WI

Fair PriceLimited · 11
$25,49048,458 mi

Market: $24,080 – $25,892

Comparison: 11 similar vehicles

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

Brillion, WI

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Brillion, WI

OverpricedRobust · 83
$25,69020,448 mi

Market: $19,995 – $24,844

Comparison: 83 similar vehicles

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

Brillion, WI

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

Brillion, WI

Unscored
$25,98826,131 mi

Comparison: 8 similar vehicles

Brillion, WI

2015 Ford F-150 Lariat

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

2015 Ford F-150 Lariat

Brillion, WI

Fair PriceRobust · 111
$26,48897,940 mi

Market: $9,450 – $28,373

Comparison: 111 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 681 days listed (based on current market benchmarks)

Brillion, WI

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Brillion, WI

Fair PriceModerate · 32
$26,98894,571 mi

Market: $13,990 – $27,225

Comparison: 32 similar vehicles

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

Brillion, WI

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Brillion, WI

Fair PriceModerate · 32
$26,99088,881 mi

Market: $13,990 – $27,225

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Brillion, WI

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Brillion, WI

Fair PriceLimited · 18
$27,65236,554 mi

Market: $23,406 – $28,490

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Brillion, WI

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Brillion, WI

OverpricedLimited · 18
$28,49031,277 mi

Market: $23,406 – $27,652

Comparison: 18 similar vehicles

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

Brillion, WI

2020 Ford F-150 Lariat

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

2020 Ford F-150 Lariat

Brillion, WI

UnscoredInsufficient · 4
$29,490124,336 mi

Comparison: 4 similar vehicles

Brillion, WI

2017 Ford F-150 Raptor

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

2017 Ford F-150 Raptor

Brillion, WI

Fair PriceLimited · 17
$33,48893,611 mi

Market: $29,977 – $36,970

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 391 days listed (based on current market benchmarks)

Brillion, WI

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Brillion, WI

OverpricedLimited · 19
$33,59033,052 mi

Market: $28,991 – $32,440

Comparison: 19 similar vehicles

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

Brillion, WI

2021 Chevrolet Silverado 1500 RST

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

2021 Chevrolet Silverado 1500 RST

Brillion, WI

Fair PriceLimited · 17
$33,98871,962 mi

Market: $23,900 – $36,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 372 days listed (based on current market benchmarks)

Brillion, WI

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

Brillion, WI

UnscoredInsufficient · 4
$37,635Mileage not verified

Comparison: 4 similar vehicles

Brillion, WI

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

Brillion, WI

Fair PriceModerate · 34
$37,99045,464 mi

Market: $34,999 – $42,244

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 392 days listed (based on current market benchmarks)

Brillion, WI

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

Brillion, WI

UnscoredInsufficient · 4
$38,520Mileage not verified

Comparison: 4 similar vehicles

Brillion, WI

2025 Ford Mustang Mach-E Premium AWD

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

2025 Ford Mustang Mach-E Premium AWD

Brillion, WI

Fair PriceLimited · 14
$38,9905,422 mi

Market: $38,369 – $43,307

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Brillion, WI

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

Brillion, WI

UnscoredInsufficient · 3
$39,335Mileage not verified

Comparison: 3 similar vehicles

Brillion, WI

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

Brillion, WI

Fair PriceModerate · 34
$39,49048,377 mi

Market: $34,999 – $42,244

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Brillion, WI

2026 Ford Maverick Lariat

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

2026 Ford Maverick Lariat

Brillion, WI

Fair PriceRobust · 94
$40,460Mileage not verified

Market: $40,244 – $48,295

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Brillion, WI

2025 Chevrolet Silverado 1500 Custom

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

2025 Chevrolet Silverado 1500 Custom

Brillion, WI

Unscored
$40,9908,924 mi

Comparison: 6 similar vehicles

Brillion, WI

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

Brillion, WI

Fair PriceModerate · 49
$41,99029,106 mi

Market: $39,069 – $46,411

Comparison: 49 similar vehicles

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

Brillion, WI

2023 Ford Bronco 4-Door Big Bend

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

2023 Ford Bronco 4-Door Big Bend

Brillion, WI

OverpricedLimited · 14
$43,99021,856 mi

Market: $35,077 – $39,874

Comparison: 14 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Brillion, WI

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Brillion, WI

UnscoredInsufficient · 3
$48,565Mileage not verified

Comparison: 3 similar vehicles

Brillion, WI

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Brillion, WI

Fair PriceModerate · 25
$48,640Mileage not verified

Market: $38,616 – $52,130

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Brillion, WI

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

Brillion, WI

Unscored
$49,525Mileage not verified

Comparison: 5 similar vehicles

Brillion, WI

2020 Ford F-250 Super Duty Lariat

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

2020 Ford F-250 Super Duty Lariat

Brillion, WI

Unscored
$49,99056,410 mi

Comparison: 7 similar vehicles

Brillion, WI

2026 Ford F-150 STX

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

2026 Ford F-150 STX

Brillion, WI

Unscored
$51,570Mileage not verified

Comparison: 7 similar vehicles

Brillion, WI

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Brillion, WI

Fair PriceLimited · 11
$54,530Mileage not verified

Market: $46,257 – $60,462

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Brillion, WI

2027 Ford Explorer ST-LINE

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

2027 Ford Explorer ST-LINE

Brillion, WI

Unscored
$54,675Mileage not verified

Comparison: 7 similar vehicles

Brillion, WI

2023 Ford F-150 Limited

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

2023 Ford F-150 Limited

Brillion, WI

UnscoredInsufficient · 0
$56,99018,856 mi

Brillion, WI

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

Brillion, WI

UnscoredInsufficient · 3
$60,225Mileage not verified

Comparison: 3 similar vehicles

Brillion, WI

2027 Ford F-250 Super Duty XL

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

2027 Ford F-250 Super Duty XL

Brillion, WI

Fair PriceRobust · 151
$63,775Mileage not verified

Market: $49,888 – $119,550

Comparison: 151 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Brillion, WI

2027 Ford F-150 XLT

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

2027 Ford F-150 XLT

Brillion, WI

Fair PriceRobust · 145
$64,460Mileage not verified

Market: $53,990 – $71,389

Comparison: 145 similar vehicles

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

Brillion, WI

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Brillion, WI

Fair PriceLimited · 19
$64,965Mileage not verified

Market: $53,960 – $67,885

Comparison: 19 similar vehicles

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

Brillion, WI

2027 Ford F-250 Super Duty XLT

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

2027 Ford F-250 Super Duty XLT

Brillion, WI

Fair PriceRobust · 73
$67,590Mileage not verified

Market: $53,251 – $86,760

Comparison: 73 similar vehicles

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

Brillion, WI

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Brillion, WI

OverpricedLimited · 19
$67,885Mileage not verified

Market: $53,960 – $67,620

Comparison: 19 similar vehicles

Brillion, WI

2027 Ford F-350 Super Duty XLT

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

2027 Ford F-350 Super Duty XLT

Brillion, WI

Fair PriceRobust · 101
$71,695Mileage not verified

Market: $51,589 – $92,840

Comparison: 101 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Brillion, WI

2026 Ford F-150 Lariat

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

2026 Ford F-150 Lariat

Brillion, WI

Fair PriceRobust · 229
$74,495Mileage not verified

Market: $59,383 – $139,087

Comparison: 229 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Brillion, WI

2027 Ford Expedition Active

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

2027 Ford Expedition Active

Brillion, WI

Fair PriceModerate · 23
$74,960Mileage not verified

Market: $70,953 – $83,224

Comparison: 23 similar vehicles

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

Brillion, WI

2026 Ford F-150 Raptor

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

2026 Ford F-150 Raptor

Brillion, WI

Fair PriceRobust · 85
$84,145Mileage not verified

Market: $80,795 – $223,902

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Brillion, WI

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Brillion, WI

Fair PriceModerate · 31
$108,580Mileage not verified

Market: $72,775 – $175,978

Comparison: 31 similar vehicles

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

Brillion, WI

2026 Ford F-150 Raptor

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

2026 Ford F-150 Raptor

Brillion, WI

Fair PriceRobust · 85
$140,220Mileage not verified

Market: $80,795 – $223,902

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Brillion, WI

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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