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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 8, 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

1,155 listings found

2017 RAM 1500 Pickup SLT

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

2017 RAM 1500 Pickup SLT

Orlando, FL

UnscoredInsufficient · 3
$5,690155,739 mi

Comparison: 3 similar vehicles

Orlando, FL

2013 RAM 1500 Pickup SLT

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

2013 RAM 1500 Pickup SLT

Orlando, FL

Unscored
$6,900205,765 mi

Comparison: 7 similar vehicles

Orlando, FL

2014 RAM 1500 Pickup Laramie

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

2014 RAM 1500 Pickup Laramie

Orlando, FL

Unscored
$6,990199,800 mi

Comparison: 5 similar vehicles

Orlando, FL

2012 RAM 1500 Pickup Big Horn/Lone Star

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

2012 RAM 1500 Pickup Big Horn/Lone Star

Orlando, FL

UnscoredInsufficient · 0
$7,435157,980 mi

Orlando, FL

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

Orlando, FL

Salvage title
$7,499166,734 mi

Orlando, FL

2016 RAM ProMaster Cargo Van Base

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

2016 RAM ProMaster Cargo Van Base

Orlando, FL

Unscored
$7,500205,823 mi

Comparison: 9 similar vehicles

Orlando, FL

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

Orlando, FL

Unscored
$7,900220,605 mi

Comparison: 13 similar vehicles

Orlando, FL

2013 RAM 1500 Pickup Big Horn/Lone Star

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

2013 RAM 1500 Pickup Big Horn/Lone Star

Orlando, FL

Unscored
$7,980172,257 mi

Comparison: 6 similar vehicles

Orlando, FL

2015 RAM 1500 Pickup Tradesman

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

2015 RAM 1500 Pickup Tradesman

Orlando, FL

Unscored
$7,990177,399 mi

Comparison: 7 similar vehicles

Orlando, FL

2014 RAM 1500 Pickup Big Horn/Lone Star

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

2014 RAM 1500 Pickup Big Horn/Lone Star

Orlando, FL

Unscored
$7,990194,428 mi

Comparison: 7 similar vehicles

Orlando, FL

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

Orlando, FL

Unscored
$8,090188,275 mi

Comparison: 22 similar vehicles

Orlando, FL

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

Orlando, FL

Unscored
$8,313160,000 mi

Comparison: 8 similar vehicles

Orlando, FL

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

Orlando, FL

Unscored
$8,390148,097 mi

Comparison: 15 similar vehicles

Orlando, FL

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

Orlando, FL

Unscored
$8,390148,267 mi

Comparison: 15 similar vehicles

Orlando, FL

2016 RAM 1500 Pickup SLT

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

2016 RAM 1500 Pickup SLT

Orlando, FL

Unscored
$8,490159,264 mi

Comparison: 6 similar vehicles

Orlando, FL

2014 RAM 1500 Pickup Big Horn/Lone Star

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

2014 RAM 1500 Pickup Big Horn/Lone Star

Orlando, FL

Unscored
$8,490214,467 mi

Comparison: 7 similar vehicles

Orlando, FL

2014 RAM 1500 Pickup Tradesman

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

2014 RAM 1500 Pickup Tradesman

Orlando, FL

UnscoredInsufficient · 3
$8,49798,217 mi

Comparison: 3 similar vehicles

Orlando, FL

2016 RAM 1500 Pickup Lone Star

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

2016 RAM 1500 Pickup Lone Star

Orlando, FL

Unscored
$8,552117,070 mi

Comparison: 5 similar vehicles

Orlando, FL

2012 RAM 1500 Pickup ST

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

2012 RAM 1500 Pickup ST

Orlando, FL

UnscoredInsufficient · 3
$8,900129,894 mi

Comparison: 3 similar vehicles

Orlando, FL

2012 RAM 1500 Pickup Laramie

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

2012 RAM 1500 Pickup Laramie

Orlando, FL

UnscoredInsufficient · 3
$8,900201,000 mi

Comparison: 3 similar vehicles

Orlando, FL

2010 RAM 1500 Pickup Sport

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

2010 RAM 1500 Pickup Sport

Orlando, FL

Unscored
$8,980222,050 mi

Comparison: 6 similar vehicles

Orlando, FL

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

Orlando, FL

Unscored
$8,999163,000 mi

Comparison: 39 similar vehicles

Orlando, FL

2015 RAM 2500 Pickup SLT

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

2015 RAM 2500 Pickup SLT

Orlando, FL

Unscored
$8,999234,399 mi

Comparison: 8 similar vehicles

Orlando, FL

2019 RAM Promaster City Tradesman

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

2019 RAM Promaster City Tradesman

Orlando, FL

Unscored
$9,100162,705 mi

Comparison: 16 similar vehicles

Orlando, FL

2015 RAM 1500 Pickup Big Horn/Lone Star

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

2015 RAM 1500 Pickup Big Horn/Lone Star

Orlando, FL

Unscored
$9,280165,399 mi

Comparison: 12 similar vehicles

Orlando, FL

2015 RAM 1500 Pickup Tradesman

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

2015 RAM 1500 Pickup Tradesman

Orlando, FL

Unscored
$9,399155,991 mi

Comparison: 7 similar vehicles

Orlando, FL

2018 RAM ProMaster Cargo Van Base

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

2018 RAM ProMaster Cargo Van Base

Orlando, FL

Unscored
$9,490159,000 mi

Comparison: 14 similar vehicles

Orlando, FL

2013 RAM 1500 Pickup Express

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

2013 RAM 1500 Pickup Express

Orlando, FL

Salvage title
$9,500181,169 mi

Orlando, FL

2017 RAM Promaster City Tradesman

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

2017 RAM Promaster City Tradesman

Orlando, FL

Unscored
$9,650157,953 mi

Comparison: 5 similar vehicles

Orlando, FL

2015 RAM 1500 Pickup Tradesman

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

2015 RAM 1500 Pickup Tradesman

Orlando, FL

Unscored
$9,900188,334 mi

Comparison: 7 similar vehicles

Orlando, FL

2014 RAM 1500 Pickup Big Horn/Lone Star

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

2014 RAM 1500 Pickup Big Horn/Lone Star

Orlando, FL

Unscored
$9,998156,789 mi

Comparison: 7 similar vehicles

Orlando, FL

2018 RAM Promaster City Tradesman

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

2018 RAM Promaster City Tradesman

Orlando, FL

Unscored
$9,999164,000 mi

Comparison: 5 similar vehicles

Orlando, FL

2015 RAM 1500 Pickup SLT

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

2015 RAM 1500 Pickup SLT

Orlando, FL

UnscoredInsufficient · 4
$10,000121,519 mi

Comparison: 4 similar vehicles

Orlando, FL

2015 RAM ProMaster Cutaway Base

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

2015 RAM ProMaster Cutaway Base

Orlando, FL

UnscoredInsufficient · 0
$10,000195,217 mi

Orlando, FL

2015 RAM 1500 Pickup SLT

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

2015 RAM 1500 Pickup SLT

Orlando, FL

UnscoredInsufficient · 4
$10,900156,658 mi

Comparison: 4 similar vehicles

Orlando, FL

2014 RAM 1500 Pickup Big Horn/Lone Star

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

2014 RAM 1500 Pickup Big Horn/Lone Star

Orlando, FL

Unscored
$10,900150,236 mi

Comparison: 7 similar vehicles

Orlando, FL

2020 RAM Promaster City Tradesman

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

2020 RAM Promaster City Tradesman

Orlando, FL

Unscored
$10,990122,578 mi

Comparison: 7 similar vehicles

Orlando, FL

2017 RAM 1500 Pickup Tradesman

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

2017 RAM 1500 Pickup Tradesman

Orlando, FL

Unscored
$10,990127,382 mi

Comparison: 5 similar vehicles

Orlando, FL

2017 RAM 1500 Pickup Express

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

2017 RAM 1500 Pickup Express

Orlando, FL

Unscored
$10,990159,962 mi

Comparison: 10 similar vehicles

Orlando, FL

2011 RAM 1500 Pickup SLT

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

2011 RAM 1500 Pickup SLT

Orlando, FL

Unscored
$10,990146,587 mi

Comparison: 14 similar vehicles

Orlando, FL

2019 RAM ProMaster Cargo Van Base

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

2019 RAM ProMaster Cargo Van Base

Orlando, FL

Unscored
$10,995145,580 mi

Comparison: 37 similar vehicles

Orlando, FL

2016 RAM 1500 Outdoorsman

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

2016 RAM 1500 Outdoorsman

Orlando, FL

Salvage title
$10,995162,944 mi

Orlando, FL

2017 RAM 1500 Pickup Laramie

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

2017 RAM 1500 Pickup Laramie

Orlando, FL

Unscored
$10,999184,352 mi

Comparison: 11 similar vehicles

Orlando, FL

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

Orlando, FL

Unscored
$10,999182,216 mi

Comparison: 22 similar vehicles

Orlando, FL

2013 RAM 1500 Pickup Outdoorsman

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

2013 RAM 1500 Pickup Outdoorsman

Orlando, FL

UnscoredInsufficient · 0
$10,999209,059 mi

Orlando, FL

2014 RAM ProMaster Cargo Van Base

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

2014 RAM ProMaster Cargo Van Base

Orlando, FL

Unscored
$11,000160,757 mi

Comparison: 5 similar vehicles

Orlando, FL

2014 RAM ProMaster Cargo Van Base

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

2014 RAM ProMaster Cargo Van Base

Orlando, FL

Unscored
$11,000145,731 mi

Comparison: 5 similar vehicles

Orlando, FL

2016 RAM 1500 Pickup SLT

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

2016 RAM 1500 Pickup SLT

Orlando, FL

Unscored
$11,089175,270 mi

Comparison: 6 similar vehicles

Orlando, FL

2016 RAM ProMaster Cargo Van Base

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

2016 RAM ProMaster Cargo Van Base

Orlando, FL

Unscored
$11,184163,253 mi

Comparison: 9 similar vehicles

Orlando, FL

2019 RAM Promaster City SLT

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

2019 RAM Promaster City SLT

Orlando, FL

Unscored
$11,250137,215 mi

Comparison: 6 similar vehicles

Orlando, FL

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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