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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

450 listings found

2010 Jeep Patriot Sport

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

2010 Jeep Patriot Sport

Madras, OR

UnscoredInsufficient · 0
$7,69392,276 mi

Madras, OR

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Madras, OR

Fair PriceLimited · 11
$9,900111,970 mi

Market: $6,495 – $9,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Madras, OR

2009 Ford F-150 Lariat

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

2009 Ford F-150 Lariat

Madras, OR

Unscored
$9,900172,549 mi

Comparison: 5 similar vehicles

Madras, OR

2002 GMC Sierra 1500 Standard

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

2002 GMC Sierra 1500 Standard

Madras, OR

UnscoredInsufficient · 0
$9,900205,335 mi

Madras, OR

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Madras, OR

Fair PriceModerate · 35
$10,777116,101 mi

Market: $4,000 – $15,787

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Madras, OR

2018 Ford Escape SE

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

2018 Ford Escape SE

Madras, OR

Fair PriceModerate · 43
$11,571100,536 mi

Market: $5,995 – $15,995

Comparison: 43 similar vehicles

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

Madras, OR

2006 Chevrolet Silverado 2500HD LT3

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

2006 Chevrolet Silverado 2500HD LT3

Madras, OR

Salvage title
$12,008233,784 mi

Madras, OR

2018 Jeep Cherokee Latitude

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

2018 Jeep Cherokee Latitude

Madras, OR

Fair PriceLimited · 13
$12,06894,675 mi

Market: $10,005 – $16,491

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Madras, OR

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Madras, OR

Unscored
$12,700136,708 mi

Comparison: 49 similar vehicles

Madras, OR

2018 Mercedes-Benz GLE-Class GLE350

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

2018 Mercedes-Benz GLE-Class GLE350

Madras, OR

Fair PriceLimited · 11
$13,000101,154 mi

Market: $13,224 – $19,683

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 115 days listed (based on current market benchmarks)

Madras, OR

2012 RAM 1500 Pickup Tradesman

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

2012 RAM 1500 Pickup Tradesman

Madras, OR

UnscoredInsufficient · 0
$13,500123,702 mi

Madras, OR

2013 Dodge Durango Citadel

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

2013 Dodge Durango Citadel

Madras, OR

UnscoredInsufficient · 0
$13,612117,325 mi

Madras, OR

2016 BMW X5 xDrive35i

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

2016 BMW X5 xDrive35i

Madras, OR

Unscored
$13,900125,921 mi

Comparison: 10 similar vehicles

Madras, OR

2010 GMC Sierra 1500 SLT

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

2010 GMC Sierra 1500 SLT

Madras, OR

UnscoredInsufficient · 3
$14,300133,977 mi

Comparison: 3 similar vehicles

Madras, OR

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Madras, OR

Fair PriceModerate · 26
$14,50078,275 mi

Market: $12,799 – $19,249

Comparison: 26 similar vehicles

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

Madras, OR

2020 Buick Encore Preferred

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

2020 Buick Encore Preferred

Madras, OR

Unscored
$14,50060,337 mi

Comparison: 8 similar vehicles

Madras, OR

2017 Hyundai Tucson SE

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

2017 Hyundai Tucson SE

Madras, OR

UnscoredInsufficient · 3
$14,900150,329 mi

Comparison: 3 similar vehicles

Madras, OR

2018 Nissan Titan SV

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

2018 Nissan Titan SV

Madras, OR

Unscored
$16,700138,782 mi

Comparison: 10 similar vehicles

Madras, OR

2022 Hyundai Santa Fe SE

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

2022 Hyundai Santa Fe SE

Madras, OR

UnscoredInsufficient · 0
$17,10395,596 mi

Madras, OR

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Madras, OR

Fair PriceLimited · 14
$17,20084,470 mi

Market: $11,864 – $19,200

Comparison: 14 similar vehicles

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

Madras, OR

2019 Jeep Compass Trailhawk

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

2019 Jeep Compass Trailhawk

Madras, OR

OverpricedLimited · 12
$18,50075,415 mi

Market: $8,999 – $18,204

Comparison: 12 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Madras, OR

2018 Ford Edge Sport

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

2018 Ford Edge Sport

Madras, OR

OverpricedLimited · 15
$18,90084,202 mi

Market: $13,737 – $18,511

Comparison: 15 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Madras, OR

2017 GMC Sierra 1500 SLE

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

2017 GMC Sierra 1500 SLE

Madras, OR

UnscoredInsufficient · 0
$19,900124,367 mi

Madras, OR

2022 Kia Sportage SX Turbo

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

2022 Kia Sportage SX Turbo

Madras, OR

UnscoredInsufficient · 0
$20,700130,667 mi

Madras, OR

2024 Dodge Hornet R/T

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

2024 Dodge Hornet R/T

Madras, OR

UnscoredInsufficient · 0
$20,79321,872 mi

Madras, OR

2022 Hyundai Sonata SEL

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

2022 Hyundai Sonata SEL

Madras, OR

UnscoredInsufficient · 0
$20,90081,806 mi

Madras, OR

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Madras, OR

Unscored
$20,900146,005 mi

Comparison: 110 similar vehicles

Madras, OR

2017 Lexus NX 200t

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

2017 Lexus NX 200t

Madras, OR

Fair PriceModerate · 33
$20,900113,003 mi

Market: $13,249 – $25,084

Comparison: 33 similar vehicles

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

Madras, OR

2018 Chevrolet Suburban LT

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

2018 Chevrolet Suburban LT

Madras, OR

Unscored
$21,300134,212 mi

Comparison: 25 similar vehicles

Madras, OR

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

Madras, OR

UnscoredInsufficient · 4
$21,900172,090 mi

Comparison: 4 similar vehicles

Madras, OR

2022 Kia Sorento LX

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

2022 Kia Sorento LX

Madras, OR

UnscoredInsufficient · 0
$21,91750,673 mi

Madras, OR

2010 Ford F-350 Super Duty XL

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

2010 Ford F-350 Super Duty XL

Madras, OR

UnscoredInsufficient · 0
$22,300106,126 mi

Madras, OR

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

Madras, OR

Unscored
$22,446156,216 mi

Comparison: 5 similar vehicles

Madras, OR

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Madras, OR

Fair PriceRobust · 121
$23,50052,051 mi

Market: $17,382 – $24,496

Comparison: 121 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Madras, OR

2023 Subaru Outback Limited

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

2023 Subaru Outback Limited

Madras, OR

Fair PriceLimited · 13
$23,50058,544 mi

Market: $24,084 – $29,145

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 78 days listed (based on current market benchmarks)

Madras, OR

2023 Nissan Murano S

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

2023 Nissan Murano S

Madras, OR

UnscoredInsufficient · 0
$23,90064,547 mi

Madras, OR

2016 RAM 1500 Pickup Laramie Longhorn

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

2016 RAM 1500 Pickup Laramie Longhorn

Madras, OR

UnscoredInsufficient · 4
$23,900111,802 mi

Comparison: 4 similar vehicles

Madras, OR

2015 Ford F-150 Platinum

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

2015 Ford F-150 Platinum

Madras, OR

UnscoredInsufficient · 4
$24,500130,050 mi

Comparison: 4 similar vehicles

Madras, OR

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Madras, OR

Fair PriceRobust · 106
$24,885Mileage not verified

Market: $20,495 – $26,318

Comparison: 106 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Madras, OR

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Madras, OR

Unscored
$24,890Mileage not verified

Comparison: 5 similar vehicles

Madras, OR

2020 Ford Edge ST-Line

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

2020 Ford Edge ST-Line

Madras, OR

UnscoredInsufficient · 0
$24,90061,368 mi

Madras, OR

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Madras, OR

Unscored
$25,090Mileage not verified

Comparison: 9 similar vehicles

Madras, OR

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Madras, OR

Fair PriceModerate · 48
$25,90039,780 mi

Market: $19,752 – $29,995

Comparison: 48 similar vehicles

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

Madras, OR

2018 RAM 1500 Pickup Tradesman

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

2018 RAM 1500 Pickup Tradesman

Madras, OR

OverpricedModerate · 39
$25,90066,280 mi

Market: $13,995 – $20,790

Comparison: 39 similar vehicles

Priced ~25% above the typical market range for similar vehicles (based on current market benchmarks)

Madras, OR

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Madras, OR

Fair PriceRobust · 71
$25,90068,306 mi

Market: $9,995 – $29,500

Comparison: 71 similar vehicles

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

Madras, OR

2011 Chevrolet Silverado 2500HD LTZ

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

2011 Chevrolet Silverado 2500HD LTZ

Madras, OR

Unscored
$25,900182,621 mi

Comparison: 13 similar vehicles

Madras, OR

2018 Chevrolet Silverado 1500 LTZ

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

2018 Chevrolet Silverado 1500 LTZ

Madras, OR

Unscored
$26,000133,562 mi

Comparison: 20 similar vehicles

Madras, OR

2019 RAM 1500 Pickup Limited

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

2019 RAM 1500 Pickup Limited

Madras, OR

UnscoredInsufficient · 3
$26,488133,429 mi

Comparison: 3 similar vehicles

Madras, OR

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Madras, OR

Unscored
$26,580Mileage not verified

Comparison: 9 similar vehicles

Madras, OR

2018 Ford Expedition XLT

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

2018 Ford Expedition XLT

Madras, OR

UnscoredInsufficient · 4
$26,90086,996 mi

Comparison: 4 similar vehicles

Madras, OR

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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