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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 6, 2026

7.1M+

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

113 listings found

2010 RAM 1500 Pickup SLT

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

2010 RAM 1500 Pickup SLT

Sandy, UT

UnscoredInsufficient · 0
$4,959254,597 mi

Sandy, UT

2013 RAM 1500 Pickup Tradesman

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

2013 RAM 1500 Pickup Tradesman

Sandy, UT

UnscoredInsufficient · 0
$8,539243,959 mi

Sandy, UT

2014 RAM 1500 ST

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

2014 RAM 1500 ST

Sandy, UT

UnscoredInsufficient · 0
$10,577144,691 mi

Sandy, UT

2015 RAM 1500 Pickup Express

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

2015 RAM 1500 Pickup Express

Sandy, UT

UnscoredInsufficient · 0
$12,348172,000 mi

Sandy, UT

2018 RAM 2500 Pickup Tradesman

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

2018 RAM 2500 Pickup Tradesman

Sandy, UT

Unscored
$13,277142,695 mi

Comparison: 12 similar vehicles

Sandy, UT

2014 RAM 1500 Sport

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

2014 RAM 1500 Sport

Sandy, UT

Unscored
$13,546154,141 mi

Comparison: 17 similar vehicles

Sandy, UT

2015 RAM 3500 Pickup Tradesman

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

2015 RAM 3500 Pickup Tradesman

Sandy, UT

Unscored
$14,377159,302 mi

Comparison: 5 similar vehicles

Sandy, UT

2013 RAM 1500 Pickup Laramie

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

2013 RAM 1500 Pickup Laramie

Sandy, UT

UnscoredInsufficient · 0
$15,437119,704 mi

Sandy, UT

2012 RAM 2500 Pickup ST

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

2012 RAM 2500 Pickup ST

Sandy, UT

UnscoredInsufficient · 3
$15,990137,446 mi

Comparison: 3 similar vehicles

Sandy, UT

2019 RAM 1500 Classic Express

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

2019 RAM 1500 Classic Express

Sandy, UT

Great DealLimited · 13
$16,277116,378 mi

Market: $17,900 – $22,950

Comparison: 13 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 366 days listed (based on current market benchmarks)

Sandy, UT

2018 RAM 2500 Pickup Tradesman

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

2018 RAM 2500 Pickup Tradesman

Sandy, UT

Unscored
$16,450177,200 mi

Comparison: 14 similar vehicles

Sandy, UT

2013 RAM 1500 Laramie Longhorn

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

2013 RAM 1500 Laramie Longhorn

Sandy, UT

UnscoredInsufficient · 4
$16,587148,624 mi

Comparison: 4 similar vehicles

Sandy, UT

2016 RAM 1500 Sport

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

2016 RAM 1500 Sport

Sandy, UT

Unscored
$16,950117,655 mi

Comparison: 5 similar vehicles

Sandy, UT

2017 RAM 1500 ST

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

2017 RAM 1500 ST

Sandy, UT

Fair PriceModerate · 24
$16,99075,547 mi

Market: $13,300 – $18,990

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Sandy, UT

2014 RAM 1500 SLT

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

2014 RAM 1500 SLT

Sandy, UT

UnscoredInsufficient · 0
$16,99081,400 mi

Sandy, UT

2018 RAM 2500 Pickup Tradesman

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

2018 RAM 2500 Pickup Tradesman

Sandy, UT

Unscored
$17,950146,901 mi

Comparison: 14 similar vehicles

Sandy, UT

2019 RAM 1500 Classic ST

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

2019 RAM 1500 Classic ST

Sandy, UT

UnscoredInsufficient · 3
$17,99093,311 mi

Comparison: 3 similar vehicles

Sandy, UT

2022 RAM 1500 Classic Tradesman

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

2022 RAM 1500 Classic Tradesman

Sandy, UT

Unscored
$18,01687,948 mi

Comparison: 5 similar vehicles

Sandy, UT

2014 RAM 2500 ST

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

2014 RAM 2500 ST

Sandy, UT

UnscoredInsufficient · 0
$18,046127,718 mi

Sandy, UT

2016 RAM 1500 Pickup Tradesman

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

2016 RAM 1500 Pickup Tradesman

Sandy, UT

UnscoredInsufficient · 0
$18,07735,711 mi

Sandy, UT

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

Sandy, UT

UnscoredInsufficient · 3
$18,177136,819 mi

Comparison: 3 similar vehicles

Sandy, UT

2017 RAM 1500 ST

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

2017 RAM 1500 ST

Sandy, UT

OverpricedModerate · 24
$18,99081,200 mi

Market: $13,300 – $16,990

Comparison: 24 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Sandy, UT

2017 RAM 1500 Pickup Big Horn

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

2017 RAM 1500 Pickup Big Horn

Sandy, UT

Fair PriceModerate · 27
$19,37792,971 mi

Market: $13,600 – $25,399

Comparison: 27 similar vehicles

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

Sandy, UT

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

Sandy, UT

UnscoredInsufficient · 0
$19,469Mileage not verified

Sandy, UT

2014 RAM 1500 Sport

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

2014 RAM 1500 Sport

Sandy, UT

Fair PriceLimited · 18
$19,99072,907 mi

Market: $10,995 – $20,069

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Sandy, UT

2014 RAM 1500 Sport

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

2014 RAM 1500 Sport

Sandy, UT

OverpricedLimited · 13
$20,069112,370 mi

Market: $10,995 – $19,990

Comparison: 13 similar vehicles

Sandy, UT

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

Sandy, UT

UnscoredInsufficient · 0
$20,35248,272 mi

Sandy, UT

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Sandy, UT

Unscored
$20,43390,770 mi

Comparison: 8 similar vehicles

Sandy, UT

2015 RAM 3500 Pickup Tradesman

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

2015 RAM 3500 Pickup Tradesman

Sandy, UT

Unscored
$20,789199,114 mi

Comparison: 5 similar vehicles

Sandy, UT

2021 RAM 1500 Pickup Big Horn/Lone Star

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

2021 RAM 1500 Pickup Big Horn/Lone Star

Sandy, UT

Unscored
$21,034122,800 mi

Comparison: 53 similar vehicles

Sandy, UT

2020 RAM 1500 Pickup Big Horn/Lone Star

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

2020 RAM 1500 Pickup Big Horn/Lone Star

Sandy, UT

Unscored
$21,991144,074 mi

Comparison: 25 similar vehicles

Sandy, UT

2016 RAM 2500 Pickup Tradesman

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

2016 RAM 2500 Pickup Tradesman

Sandy, UT

UnscoredInsufficient · 0
$22,07754,508 mi

Sandy, UT

2018 RAM 1500 Rebel

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

2018 RAM 1500 Rebel

Sandy, UT

UnscoredInsufficient · 0
$22,726129,387 mi

Sandy, UT

2019 RAM 1500 Classic Express

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

2019 RAM 1500 Classic Express

Sandy, UT

Fair PriceLimited · 12
$22,838110,480 mi

Market: $16,277 – $22,950

Comparison: 12 similar vehicles

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

Sandy, UT

2016 RAM 1500 Rebel

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

2016 RAM 1500 Rebel

Sandy, UT

Unscored
$23,57792,681 mi

Comparison: 5 similar vehicles

Sandy, UT

2019 RAM 2500 Pickup Tradesman

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

2019 RAM 2500 Pickup Tradesman

Sandy, UT

Unscored
$24,077105,000 mi

Comparison: 7 similar vehicles

Sandy, UT

2019 RAM 1500 Sport

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

2019 RAM 1500 Sport

Sandy, UT

Unscored
$24,144127,689 mi

Comparison: 10 similar vehicles

Sandy, UT

2020 RAM 1500 Pickup Big Horn/Lone Star

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

2020 RAM 1500 Pickup Big Horn/Lone Star

Sandy, UT

Fair PriceModerate · 27
$24,38499,087 mi

Market: $17,995 – $28,000

Comparison: 27 similar vehicles

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

Sandy, UT

2014 RAM 2500 Pickup Tradesman

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

2014 RAM 2500 Pickup Tradesman

Sandy, UT

UnscoredInsufficient · 4
$24,50089,000 mi

Comparison: 4 similar vehicles

Sandy, UT

2022 RAM 2500 Pickup Tradesman

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

2022 RAM 2500 Pickup Tradesman

Sandy, UT

Fair PriceLimited · 12
$24,950106,309 mi

Market: $17,999 – $37,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 240 days listed (based on current market benchmarks)

Sandy, UT

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

Sandy, UT

Unscored
$24,950148,255 mi

Comparison: 6 similar vehicles

Sandy, UT

2022 RAM 1500 Classic Warlock

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

2022 RAM 1500 Classic Warlock

Sandy, UT

UnscoredInsufficient · 4
$25,11493,898 mi

Comparison: 4 similar vehicles

Sandy, UT

2018 RAM 1500 Pickup Laramie

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

2018 RAM 1500 Pickup Laramie

Sandy, UT

UnscoredInsufficient · 4
$25,54896,515 mi

Comparison: 4 similar vehicles

Sandy, UT

2016 RAM 3500 Pickup Tradesman

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

2016 RAM 3500 Pickup Tradesman

Sandy, UT

UnscoredInsufficient · 0
$25,57740,313 mi

Sandy, UT

2016 RAM 2500 Pickup Outdoorsman

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

2016 RAM 2500 Pickup Outdoorsman

Sandy, UT

UnscoredInsufficient · 0
$25,950148,210 mi

Sandy, UT

2011 RAM 2500 Pickup SLT

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

2011 RAM 2500 Pickup SLT

Sandy, UT

UnscoredInsufficient · 0
$26,377118,045 mi

Sandy, UT

2022 RAM 2500 Pickup Tradesman

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

2022 RAM 2500 Pickup Tradesman

Sandy, UT

Fair PriceLimited · 10
$26,887100,322 mi

Market: $17,999 – $37,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Sandy, UT

2018 RAM 2500 Pickup Tradesman

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

2018 RAM 2500 Pickup Tradesman

Sandy, UT

OverpricedLimited · 12
$27,577121,094 mi

Market: $13,277 – $18,349

Comparison: 12 similar vehicles

Priced ~50% above the typical market range for similar vehicles (based on current market benchmarks)

Sandy, UT

2023 RAM 1500 Classic Warlock

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

2023 RAM 1500 Classic Warlock

Sandy, UT

UnscoredInsufficient · 0
$28,83050,253 mi

Sandy, UT

2022 RAM 2500 Pickup Tradesman

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

2022 RAM 2500 Pickup Tradesman

Sandy, UT

Fair PriceLimited · 12
$28,95063,790 mi

Market: $17,999 – $37,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Sandy, UT

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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