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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 · October 25, 2026

6M+

Unique vehicles analyzed

as of October 25, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

1,651 listings found

2010 RAM 1500 Pickup ST

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

2010 RAM 1500 Pickup ST

Farmington, NM

UnscoredInsufficient · 0
$8,299250,060 mi

Farmington, NM

2015 RAM 2500 Pickup Big Horn/Lone Star

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

2015 RAM 2500 Pickup Big Horn/Lone Star

Farmington, NM

UnscoredInsufficient · 0
$8,500262,803 mi

Farmington, NM

2011 RAM 2500 Pickup ST

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

2011 RAM 2500 Pickup ST

Farmington, NM

UnscoredInsufficient · 0
$8,700217,393 mi

Farmington, NM

2017 RAM 2500 Pickup Tradesman

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

2017 RAM 2500 Pickup Tradesman

Albuquerque, NM

UnscoredInsufficient · 3
$8,900272,696 mi

Comparison: 3 similar vehicles

Albuquerque, NM

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

Farmington, NM

UnscoredInsufficient · 3
$9,800191,843 mi

Comparison: 3 similar vehicles

Farmington, NM

2012 RAM 1500 Pickup SLT

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

2012 RAM 1500 Pickup SLT

Farmington, NM

UnscoredInsufficient · 0
$9,800176,449 mi

Farmington, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$9,950188,500 mi

Albuquerque, NM

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

Kirtland, NM

UnscoredInsufficient · 0
$10,50053,933 mi

Kirtland, NM

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

Albuquerque, NM

UnscoredInsufficient · 3
$10,900193,580 mi

Comparison: 3 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$10,900193,000 mi

Albuquerque, NM

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

Farmington, NM

UnscoredLimited · 11
$11,500184,330 mi

Comparison: 11 similar vehicles

Farmington, NM

2014 RAM 1500 Sport

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

2014 RAM 1500 Sport

Albuquerque, NM

UnscoredInsufficient · 0
$11,950168,701 mi

Albuquerque, NM

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

Gallup, NM

UnscoredLimited · 11
$11,999159,629 mi

Comparison: 11 similar vehicles

Gallup, NM

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

Albuquerque, NM

UnscoredLimited · 6
$11,999194,209 mi

Comparison: 6 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$12,000140,230 mi

Albuquerque, NM

2012 RAM 1500 Pickup Express

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

2012 RAM 1500 Pickup Express

Farmington, NM

UnscoredLimited · 8
$12,500156,368 mi

Comparison: 8 similar vehicles

Farmington, NM

2016 RAM 3500 Chassis Cab Tradesman

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

2016 RAM 3500 Chassis Cab Tradesman

Albuquerque, NM

UnscoredInsufficient · 0
$12,900197,230 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 3
$12,900134,671 mi

Comparison: 3 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$12,900154,210 mi

Albuquerque, NM

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

Albuquerque, NM

Salvage title
$12,950134,342 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredLimited · 8
$12,995152,000 mi

Comparison: 8 similar vehicles

Albuquerque, NM

2014 RAM 1500 Pickup Express

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

2014 RAM 1500 Pickup Express

Albuquerque, NM

UnscoredInsufficient · 0
$12,999174,569 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 3
$13,075166,141 mi

Comparison: 3 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$13,950157,224 mi

Albuquerque, NM

2018 RAM 1500 Pickup SLT

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

2018 RAM 1500 Pickup SLT

Santa Fe, NM

UnscoredInsufficient · 0
$13,995162,637 mi

Santa Fe, NM

2019 RAM 1500 Classic Warlock

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

2019 RAM 1500 Classic Warlock

Roswell, NM

UnscoredLimited · 5
$14,000181,307 mi

Comparison: 5 similar vehicles

Roswell, NM

2010 RAM 1500 Pickup ST

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

2010 RAM 1500 Pickup ST

Farmington, NM

UnscoredInsufficient · 0
$14,344109,124 mi

Farmington, NM

2016 RAM 1500 Sport

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

2016 RAM 1500 Sport

Albuquerque, NM

UnscoredInsufficient · 0
$14,450170,413 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$14,450151,931 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 3
$14,500183,000 mi

Comparison: 3 similar vehicles

Albuquerque, NM

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

Clovis, NM

UnscoredLimited · 12
$14,600164,080 mi

Comparison: 12 similar vehicles

Clovis, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$14,900102,594 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$14,912159,636 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredLimited · 11
$14,950174,968 mi

Comparison: 11 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredLimited · 7
$14,950128,141 mi

Comparison: 7 similar vehicles

Albuquerque, NM

2017 RAM 2500 Pickup Tradesman

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

2017 RAM 2500 Pickup Tradesman

Albuquerque, NM

UnscoredInsufficient · 3
$14,950165,022 mi

Comparison: 3 similar vehicles

Albuquerque, NM

2015 RAM 1500 Pickup Outdoorsman

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

2015 RAM 1500 Pickup Outdoorsman

Albuquerque, NM

UnscoredInsufficient · 0
$14,950166,584 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$14,995123,849 mi

Albuquerque, NM

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

Lovington, NM

UnscoredInsufficient · 0
$14,995180,264 mi

Lovington, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$14,995157,914 mi

Albuquerque, NM

2016 RAM 1500 Pickup Express

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

2016 RAM 1500 Pickup Express

Las Cruces, NM

UnscoredInsufficient · 0
$14,999131,165 mi

Las Cruces, NM

2014 RAM 1500 Pickup Laramie Limited

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

2014 RAM 1500 Pickup Laramie Limited

Albuquerque, NM

UnscoredInsufficient · 0
$15,300126,633 mi

Albuquerque, NM

2018 RAM Promaster City Base

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

2018 RAM Promaster City Base

Farmington, NM

UnscoredInsufficient · 0
$15,40087,854 mi

Farmington, NM

2018 RAM 1500 Pickup Express

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

2018 RAM 1500 Pickup Express

Farmington, NM

UnscoredLimited · 11
$15,500136,778 mi

Comparison: 11 similar vehicles

Farmington, NM

2016 RAM 1500 Pickup Sport

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

2016 RAM 1500 Pickup Sport

Albuquerque, NM

UnscoredInsufficient · 0
$15,500170,218 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$15,500101,763 mi

Albuquerque, NM

2016 RAM 1500 Pickup Laramie

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

2016 RAM 1500 Pickup Laramie

Santa Fe, NM

UnscoredInsufficient · 0
$15,812182,419 mi

Santa Fe, NM

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

Albuquerque, NM

UnscoredInsufficient · 3
$15,90072,280 mi

Comparison: 3 similar vehicles

Albuquerque, NM

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

Belen, NM

UnscoredInsufficient · 4
$15,900138,883 mi

Comparison: 4 similar vehicles

Belen, NM

2012 RAM 1500 Pickup SLT

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

2012 RAM 1500 Pickup SLT

Albuquerque, NM

UnscoredInsufficient · 0
$15,950102,118 mi

Albuquerque, NM

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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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