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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 4, 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

119 listings found

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Millbrook, NY

Unscored
$9,963123,242 mi

Comparison: 7 similar vehicles

Millbrook, NY

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Millbrook, NY

Unscored
$11,49398,833 mi

Comparison: 7 similar vehicles

Millbrook, NY

2020 Nissan Rogue Sport S

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

2020 Nissan Rogue Sport S

Millbrook, NY

Unscored
$14,50055,079 mi

Comparison: 8 similar vehicles

Millbrook, NY

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Millbrook, NY

Unscored
$14,70058,954 mi

Comparison: 25 similar vehicles

Millbrook, NY

2016 Jeep Wrangler Unlimited Sport S

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

2016 Jeep Wrangler Unlimited Sport S

Millbrook, NY

Fair PriceRobust · 182
$15,98782,584 mi

Market: $8,985 – $25,995

Comparison: 182 similar vehicles

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

Millbrook, NY

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Millbrook, NY

Unscored
$16,97255,332 mi

Comparison: 14 similar vehicles

Millbrook, NY

2021 Subaru Forester Base

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

2021 Subaru Forester Base

Millbrook, NY

Fair PriceModerate · 43
$17,68387,492 mi

Market: $13,990 – $19,525

Comparison: 43 similar vehicles

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

Millbrook, NY

2018 Dodge Charger R/T

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

2018 Dodge Charger R/T

Millbrook, NY

Fair PriceLimited · 16
$17,75079,948 mi

Market: $14,900 – $32,989

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Millbrook, NY

2023 Subaru Crosstrek Base

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

2023 Subaru Crosstrek Base

Millbrook, NY

Fair PriceModerate · 31
$18,67977,814 mi

Market: $15,265 – $22,995

Comparison: 31 similar vehicles

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

Millbrook, NY

2024 Ford Escape Active

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

2024 Ford Escape Active

Millbrook, NY

UnscoredInsufficient · 4
$19,90049,424 mi

Comparison: 4 similar vehicles

Millbrook, NY

2021 Subaru Ascent Touring

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

2021 Subaru Ascent Touring

Millbrook, NY

Fair PriceModerate · 39
$19,97794,697 mi

Market: $16,888 – $26,997

Comparison: 39 similar vehicles

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

Millbrook, NY

2025 Ford Escape Active

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

2025 Ford Escape Active

Millbrook, NY

Fair PriceRobust · 284
$19,99934,192 mi

Market: $17,999 – $28,478

Comparison: 284 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Millbrook, NY

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Millbrook, NY

Fair PriceModerate · 40
$20,00048,108 mi

Market: $19,995 – $30,920

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Millbrook, NY

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Millbrook, NY

Fair PriceLimited · 11
$20,34669,447 mi

Market: $19,675 – $22,574

Comparison: 11 similar vehicles

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

Millbrook, NY

2018 Honda Civic Hatchback Sport Touring

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

2018 Honda Civic Hatchback Sport Touring

Millbrook, NY

OverpricedLimited · 11
$20,77175,683 mi

Market: $14,987 – $19,463

Comparison: 11 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Millbrook, NY

2021 Jeep Wrangler Unlimited Willys

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

2021 Jeep Wrangler Unlimited Willys

Millbrook, NY

UnscoredInsufficient · 3
$20,79392,436 mi

Comparison: 3 similar vehicles

Millbrook, NY

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

Millbrook, NY

Unscored
$21,37756,910 mi

Comparison: 7 similar vehicles

Millbrook, NY

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

Millbrook, NY

Fair PriceLimited · 13
$21,50075,391 mi

Market: $12,995 – $26,986

Comparison: 13 similar vehicles

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

Millbrook, NY

2023 Subaru Legacy Premium

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

2023 Subaru Legacy Premium

Millbrook, NY

Fair PriceModerate · 26
$21,78938,626 mi

Market: $21,102 – $25,699

Comparison: 26 similar vehicles

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

Millbrook, NY

2023 Ford Escape ST-Line

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

2023 Ford Escape ST-Line

Millbrook, NY

Fair PriceRobust · 271
$21,90025,533 mi

Market: $17,500 – $29,687

Comparison: 271 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Millbrook, NY

2020 Jeep Grand Cherokee Overland

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

2020 Jeep Grand Cherokee Overland

Millbrook, NY

Unscored
$21,90063,261 mi

Comparison: 6 similar vehicles

Millbrook, NY

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Millbrook, NY

Fair PriceLimited · 12
$21,96424,745 mi

Market: $21,700 – $23,490

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Millbrook, NY

2021 Mazda CX-30 Turbo Premium

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

2021 Mazda CX-30 Turbo Premium

Millbrook, NY

UnscoredInsufficient · 0
$21,98935,301 mi

Millbrook, NY

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

Millbrook, NY

Unscored
$22,90053,127 mi

Comparison: 8 similar vehicles

Millbrook, NY

2020 Ford Ranger XLT

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

2020 Ford Ranger XLT

Millbrook, NY

Fair PriceRobust · 85
$23,30071,039 mi

Market: $17,900 – $28,130

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Millbrook, NY

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Millbrook, NY

Unscored
$23,35754,682 mi

Comparison: 8 similar vehicles

Millbrook, NY

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Millbrook, NY

Unscored
$23,50073,108 mi

Comparison: 6 similar vehicles

Millbrook, NY

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

Millbrook, NY

Fair PriceRobust · 154
$23,80045,324 mi

Market: $22,112 – $26,696

Comparison: 154 similar vehicles

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

Millbrook, NY

2024 Subaru Legacy Premium

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

2024 Subaru Legacy Premium

Millbrook, NY

Fair PriceLimited · 11
$23,96927,389 mi

Market: $21,999 – $26,545

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Millbrook, NY

2024 Subaru Crosstrek Base

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

2024 Subaru Crosstrek Base

Millbrook, NY

Fair PriceRobust · 146
$24,23929,971 mi

Market: $21,164 – $29,850

Comparison: 146 similar vehicles

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

Millbrook, NY

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Millbrook, NY

Fair PriceModerate · 37
$24,24937,344 mi

Market: $22,695 – $27,584

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Millbrook, NY

2022 Chrysler Pacifica Touring L

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

2022 Chrysler Pacifica Touring L

Millbrook, NY

UnscoredInsufficient · 3
$24,38768,599 mi

Comparison: 3 similar vehicles

Millbrook, NY

2022 Jeep Grand Cherokee WK Laredo X

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

2022 Jeep Grand Cherokee WK Laredo X

Millbrook, NY

Fair PriceModerate · 47
$24,49678,228 mi

Market: $16,900 – $25,999

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Millbrook, NY

2024 Subaru Crosstrek Limited

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

2024 Subaru Crosstrek Limited

Millbrook, NY

Fair PriceLimited · 10
$24,57657,226 mi

Market: $23,424 – $26,409

Comparison: 10 similar vehicles

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

Millbrook, NY

2023 Jeep Cherokee Altitude Lux

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

2023 Jeep Cherokee Altitude Lux

Millbrook, NY

Fair PriceModerate · 43
$24,59021,010 mi

Market: $23,480 – $28,995

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Millbrook, NY

2019 Jeep Wrangler Rubicon

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

2019 Jeep Wrangler Rubicon

Millbrook, NY

UnscoredInsufficient · 0
$24,76038,319 mi

Millbrook, NY

2024 Volvo XC60 Core

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

2024 Volvo XC60 Core

Millbrook, NY

Unscored
$24,79768,802 mi

Comparison: 27 similar vehicles

Millbrook, NY

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Millbrook, NY

Fair PriceModerate · 37
$24,99630,322 mi

Market: $22,695 – $27,584

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Millbrook, NY

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Millbrook, NY

Fair PriceRobust · 77
$25,174Mileage not verified

Market: $24,708 – $30,354

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Millbrook, NY

2025 Subaru Impreza Sport

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

2025 Subaru Impreza Sport

Millbrook, NY

Fair PriceModerate · 34
$25,2796,949 mi

Market: $24,583 – $28,745

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Millbrook, NY

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Millbrook, NY

Fair PriceRobust · 89
$25,530Mileage not verified

Market: $23,986 – $28,317

Comparison: 89 similar vehicles

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

Millbrook, NY

2024 Ford Escape Platinum

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

2024 Ford Escape Platinum

Millbrook, NY

Unscored
$25,80021,345 mi

Comparison: 6 similar vehicles

Millbrook, NY

2023 Acura Integra A-Spec with Tech Package

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

2023 Acura Integra A-Spec with Tech Package

Millbrook, NY

Unscored
$25,89556,443 mi

Comparison: 5 similar vehicles

Millbrook, NY

2023 Ford Edge Titanium

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

2023 Ford Edge Titanium

Millbrook, NY

Fair PriceModerate · 20
$26,00041,487 mi

Market: $22,695 – $29,863

Comparison: 20 similar vehicles

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

Millbrook, NY

2021 Ford Ranger XL

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

2021 Ford Ranger XL

Millbrook, NY

Fair PriceLimited · 10
$26,20051,896 mi

Market: $22,995 – $26,489

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Millbrook, NY

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Millbrook, NY

Fair PriceRobust · 89
$26,255Mileage not verified

Market: $23,986 – $28,317

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Millbrook, NY

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Millbrook, NY

Fair PriceRobust · 89
$26,255Mileage not verified

Market: $23,986 – $28,317

Comparison: 89 similar vehicles

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

Millbrook, NY

2023 Toyota Corolla Cross LE

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

2023 Toyota Corolla Cross LE

Millbrook, NY

Fair PriceModerate · 28
$26,31127,783 mi

Market: $24,798 – $29,199

Comparison: 28 similar vehicles

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

Millbrook, NY

2024 Subaru Forester Sport

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

2024 Subaru Forester Sport

Millbrook, NY

Unscored
$26,62562,103 mi

Comparison: 6 similar vehicles

Millbrook, NY

2023 Subaru WRX Base

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

2023 Subaru WRX Base

Millbrook, NY

Fair PriceModerate · 25
$26,66423,976 mi

Market: $24,993 – $30,872

Comparison: 25 similar vehicles

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

Millbrook, NY

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 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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