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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 3, 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

68 listings found

2014 RAM 1500 Pickup Sport

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

2014 RAM 1500 Pickup Sport

Evanston, WY

Unscored
$14,758170,703 mi

Comparison: 26 similar vehicles

Evanston, WY

2017 RAM ProMaster Cargo Van Base

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

2017 RAM ProMaster Cargo Van Base

Evanston, WY

Unscored
$15,500120,791 mi

Comparison: 7 similar vehicles

Evanston, WY

2021 RAM 1500 Classic Tradesman

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

2021 RAM 1500 Classic Tradesman

Evanston, WY

Unscored
$17,069132,577 mi

Comparison: 21 similar vehicles

Evanston, WY

2014 RAM 1500 Laramie

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

2014 RAM 1500 Laramie

Evanston, WY

UnscoredInsufficient · 0
$18,284118,921 mi

Evanston, WY

2020 RAM 1500 Classic Warlock

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

2020 RAM 1500 Classic Warlock

Evanston, WY

UnscoredInsufficient · 4
$25,03668,782 mi

Comparison: 4 similar vehicles

Evanston, WY

2018 RAM 2500 Pickup Power Wagon

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

2018 RAM 2500 Pickup Power Wagon

Evanston, WY

UnscoredInsufficient · 3
$28,399115,060 mi

Comparison: 3 similar vehicles

Evanston, WY

2012 RAM 2500 Pickup Laramie Longhorn

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

2012 RAM 2500 Pickup Laramie Longhorn

Evanston, WY

UnscoredInsufficient · 0
$28,43484,195 mi

Evanston, WY

2020 RAM 3500 Chassis Cab Tradesman

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

2020 RAM 3500 Chassis Cab Tradesman

Evanston, WY

UnscoredInsufficient · 0
$28,964205,695 mi

Evanston, WY

2018 RAM 2500 Pickup Power Wagon

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

2018 RAM 2500 Pickup Power Wagon

Evanston, WY

Unscored
$29,773117,027 mi

Comparison: 7 similar vehicles

Evanston, WY

2017 RAM 3500 SLT

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

2017 RAM 3500 SLT

Evanston, WY

UnscoredInsufficient · 0
$34,151123,678 mi

Evanston, WY

2020 RAM 1500 Pickup Limited

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

2020 RAM 1500 Pickup Limited

Evanston, WY

Unscored
$35,00192,396 mi

Comparison: 6 similar vehicles

Evanston, WY

2018 RAM 2500 Pickup SLT

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

2018 RAM 2500 Pickup SLT

Evanston, WY

UnscoredInsufficient · 3
$35,35782,308 mi

Comparison: 3 similar vehicles

Evanston, WY

2021 RAM 2500 Pickup Big Horn

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

2021 RAM 2500 Pickup Big Horn

Evanston, WY

Unscored
$38,96567,480 mi

Comparison: 5 similar vehicles

Evanston, WY

2021 RAM 3500 Pickup Big Horn

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

2021 RAM 3500 Pickup Big Horn

Evanston, WY

UnscoredInsufficient · 4
$39,318123,883 mi

Comparison: 4 similar vehicles

Evanston, WY

2021 RAM 2500 Pickup Power Wagon

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

2021 RAM 2500 Pickup Power Wagon

Evanston, WY

Unscored
$42,469122,441 mi

Comparison: 5 similar vehicles

Evanston, WY

2024 RAM 3500 Pickup Tradesman

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

2024 RAM 3500 Pickup Tradesman

Evanston, WY

Fair PriceLimited · 10
$44,21187,683 mi

Market: $35,400 – $47,593

Comparison: 10 similar vehicles

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

Evanston, WY

2017 RAM 3500 Pickup Laramie

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

2017 RAM 3500 Pickup Laramie

Evanston, WY

Fair PriceModerate · 21
$44,25881,305 mi

Market: $28,805 – $54,999

Comparison: 21 similar vehicles

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

Evanston, WY

2019 RAM 2500 Pickup Laramie Limited

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

2019 RAM 2500 Pickup Laramie Limited

Evanston, WY

Unscored
$45,39893,533 mi

Comparison: 6 similar vehicles

Evanston, WY

2026 RAM 1500 Pickup Warlock

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

2026 RAM 1500 Pickup Warlock

Evanston, WY

Fair PriceModerate · 27
$46,267517 mi

Market: $44,779 – $60,134

Comparison: 27 similar vehicles

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

Evanston, WY

2017 RAM 2500 Pickup Laramie Limited

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

2017 RAM 2500 Pickup Laramie Limited

Evanston, WY

UnscoredInsufficient · 0
$47,25669,710 mi

Evanston, WY

2017 RAM 2500 Pickup Laramie

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

2017 RAM 2500 Pickup Laramie

Evanston, WY

UnscoredInsufficient · 3
$48,04174,983 mi

Comparison: 3 similar vehicles

Evanston, WY

2021 RAM 2500 Pickup Laramie

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

2021 RAM 2500 Pickup Laramie

Evanston, WY

Fair PriceModerate · 31
$48,12177,603 mi

Market: $37,995 – $50,348

Comparison: 31 similar vehicles

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

Evanston, WY

2022 RAM 3500 Chassis Cab Tradesman

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

2022 RAM 3500 Chassis Cab Tradesman

Evanston, WY

Fair PriceLimited · 11
$48,83564,005 mi

Market: $34,995 – $50,349

Comparison: 11 similar vehicles

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

Evanston, WY

2021 RAM 2500 Pickup Laramie

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

2021 RAM 2500 Pickup Laramie

Evanston, WY

UnscoredInsufficient · 0
$48,99847,407 mi

Evanston, WY

2022 RAM 2500 Pickup Laramie

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

2022 RAM 2500 Pickup Laramie

Evanston, WY

Fair PriceModerate · 30
$49,89060,601 mi

Market: $36,994 – $58,052

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Evanston, WY

2026 RAM 1500 Pickup Big Horn/Lone Star

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

2026 RAM 1500 Pickup Big Horn/Lone Star

Evanston, WY

UnscoredInsufficient · 0
$49,92424,235 mi

Evanston, WY

2022 RAM 3500 Chassis Cab Tradesman

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

2022 RAM 3500 Chassis Cab Tradesman

Evanston, WY

OverpricedLimited · 11
$50,34970,442 mi

Market: $34,995 – $48,835

Comparison: 11 similar vehicles

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

Evanston, WY

2024 RAM 3500 Pickup Big Horn

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

2024 RAM 3500 Pickup Big Horn

Evanston, WY

UnscoredInsufficient · 3
$50,39883,971 mi

Comparison: 3 similar vehicles

Evanston, WY

2019 RAM 3500 Pickup Longhorn

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

2019 RAM 3500 Pickup Longhorn

Evanston, WY

Unscored
$50,39898,238 mi

Comparison: 10 similar vehicles

Evanston, WY

2021 RAM 3500 Pickup Laramie

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

2021 RAM 3500 Pickup Laramie

Evanston, WY

Fair PriceLimited · 16
$52,87970,109 mi

Market: $49,000 – $56,288

Comparison: 16 similar vehicles

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

Evanston, WY

2026 RAM 2500 Pickup Tradesman/Black Express

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

2026 RAM 2500 Pickup Tradesman/Black Express

Evanston, WY

Unscored
$54,535Mileage not verified

Comparison: 26 similar vehicles

Evanston, WY

2019 RAM 2500 Pickup Laramie

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

2019 RAM 2500 Pickup Laramie

Evanston, WY

OverpricedModerate · 20
$54,64975,443 mi

Market: $29,990 – $50,492

Comparison: 20 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Evanston, WY

2024 RAM 3500 Pickup Laramie

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

2024 RAM 3500 Pickup Laramie

Evanston, WY

OverpricedLimited · 11
$55,39782,385 mi

Market: $46,347 – $50,989

Comparison: 11 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Evanston, WY

2025 RAM 3500 Pickup Laramie

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

2025 RAM 3500 Pickup Laramie

Evanston, WY

UnscoredInsufficient · 0
$56,39570,910 mi

Evanston, WY

2020 RAM 3500 Pickup Laramie

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

2020 RAM 3500 Pickup Laramie

Evanston, WY

UnscoredInsufficient · 4
$58,44743,662 mi

Comparison: 4 similar vehicles

Evanston, WY

2027 RAM 1500 Pickup Express

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

2027 RAM 1500 Pickup Express

Evanston, WY

OverpricedRobust · 56
$58,995Mileage not verified

Market: $47,649 – $58,639

Comparison: 56 similar vehicles

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

Evanston, WY

2020 RAM 5500 Chassis Cab Tradesman

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

2020 RAM 5500 Chassis Cab Tradesman

Evanston, WY

UnscoredInsufficient · 0
$59,99994,574 mi

Evanston, WY

2026 RAM 2500 Pickup Laramie

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

2026 RAM 2500 Pickup Laramie

Evanston, WY

Fair PriceModerate · 21
$60,99814,544 mi

Market: $53,275 – $64,287

Comparison: 21 similar vehicles

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

Evanston, WY

2026 RAM 2500 Pickup Big Horn

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

2026 RAM 2500 Pickup Big Horn

Evanston, WY

Fair PriceModerate · 23
$62,372Mileage not verified

Market: $62,373 – $73,085

Comparison: 23 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 313 days listed (based on current market benchmarks)

Evanston, WY

2026 RAM 2500 Pickup Big Horn

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

2026 RAM 2500 Pickup Big Horn

Evanston, WY

Fair PriceModerate · 23
$62,373Mileage not verified

Market: $62,372 – $73,085

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 313 days listed (based on current market benchmarks)

Evanston, WY

2024 RAM 3500 Chassis Cab SLT

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

2024 RAM 3500 Chassis Cab SLT

Evanston, WY

UnscoredInsufficient · 0
$65,27538,209 mi

Evanston, WY

2026 RAM 2500 Pickup Big Horn

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

2026 RAM 2500 Pickup Big Horn

Evanston, WY

OverpricedModerate · 26
$65,4981,019 mi

Market: $45,889 – $51,950

Comparison: 26 similar vehicles

Priced ~26% above the typical market range for similar vehicles (based on current market benchmarks)

Evanston, WY

2019 RAM 3500 Pickup Limited

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

2019 RAM 3500 Pickup Limited

Evanston, WY

UnscoredInsufficient · 0
$67,46943,894 mi

Evanston, WY

2026 RAM 2500 Pickup Laramie

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

2026 RAM 2500 Pickup Laramie

Evanston, WY

Fair PriceLimited · 19
$67,822Mileage not verified

Market: $68,044 – $86,448

Comparison: 19 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 283 days listed (based on current market benchmarks)

Evanston, WY

2026 RAM 3500 Pickup Laramie

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

2026 RAM 3500 Pickup Laramie

Evanston, WY

Unscored
$67,985Mileage not verified

Comparison: 15 similar vehicles

Evanston, WY

2026 RAM 1500 Pickup RHO

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

2026 RAM 1500 Pickup RHO

Evanston, WY

Unscored
$68,615Mileage not verified

Comparison: 5 similar vehicles

Evanston, WY

2026 RAM 1500 Pickup RHO

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

2026 RAM 1500 Pickup RHO

Evanston, WY

Unscored
$68,692Mileage not verified

Comparison: 5 similar vehicles

Evanston, WY

2024 RAM 3500 Pickup Laramie

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

2024 RAM 3500 Pickup Laramie

Evanston, WY

Unscored
$69,40718,050 mi

Comparison: 7 similar vehicles

Evanston, WY

2025 RAM 3500 Pickup Laramie

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

2025 RAM 3500 Pickup Laramie

Evanston, WY

UnscoredInsufficient · 0
$73,6498,920 mi

Evanston, WY

2026 RAM 3500 Pickup Laramie

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

2026 RAM 3500 Pickup Laramie

Evanston, WY

Unscored
$74,744Mileage not verified

Comparison: 15 similar vehicles

Evanston, WY

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.
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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