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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

75 listings found

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

Albertville, AL

Fair PriceLimited · 16
$12,900110,180 mi

Market: $5,995 – $17,757

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Albertville, AL

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

Albertville, AL

Unscored
$13,366144,190 mi

Comparison: 45 similar vehicles

Albertville, AL

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

Albertville, AL

UnscoredInsufficient · 0
$13,50092,921 mi

Albertville, AL

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

Albertville, AL

Unscored
$13,900166,521 mi

Comparison: 65 similar vehicles

Albertville, AL

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

Albertville, AL

Unscored
$15,997172,416 mi

Comparison: 12 similar vehicles

Albertville, AL

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

Albertville, AL

Unscored
$15,998131,384 mi

Comparison: 9 similar vehicles

Albertville, AL

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Albertville, AL

Unscored
$16,646170,922 mi

Comparison: 16 similar vehicles

Albertville, AL

2016 RAM 1500 Pickup Big Horn

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

2016 RAM 1500 Pickup Big Horn

Albertville, AL

Unscored
$16,995168,459 mi

Comparison: 57 similar vehicles

Albertville, AL

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

Albertville, AL

Unscored
$18,90092,275 mi

Comparison: 8 similar vehicles

Albertville, AL

2010 RAM 3500 Pickup Laramie

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

2010 RAM 3500 Pickup Laramie

Albertville, AL

UnscoredInsufficient · 0
$18,995211,842 mi

Albertville, AL

2019 RAM 1500 Pickup Laramie

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

2019 RAM 1500 Pickup Laramie

Albertville, AL

Unscored
$19,900167,788 mi

Comparison: 8 similar vehicles

Albertville, AL

2013 RAM 2500 Pickup Laramie Longhorn

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

2013 RAM 2500 Pickup Laramie Longhorn

Albertville, AL

UnscoredInsufficient · 0
$19,995221,500 mi

Albertville, AL

2012 RAM 3500 Pickup Laramie Longhorn

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

2012 RAM 3500 Pickup Laramie Longhorn

Albertville, AL

Unscored
$22,900237,303 mi

Comparison: 5 similar vehicles

Albertville, AL

2023 RAM ProMaster Cargo Van Base

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

2023 RAM ProMaster Cargo Van Base

Albertville, AL

Fair PriceRobust · 135
$24,831104,911 mi

Market: $14,999 – $42,950

Comparison: 135 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Albertville, AL

2022 RAM 1500 Classic SLT

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

2022 RAM 1500 Classic SLT

Albertville, AL

UnscoredInsufficient · 0
$24,99537,193 mi

Albertville, AL

2021 RAM 3500 Pickup Tradesman

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

2021 RAM 3500 Pickup Tradesman

Albertville, AL

Unscored
$24,995240,736 mi

Comparison: 15 similar vehicles

Albertville, AL

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

Albertville, AL

Unscored
$24,99553,733 mi

Comparison: 8 similar vehicles

Albertville, AL

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

Albertville, AL

Unscored
$24,995238,505 mi

Comparison: 27 similar vehicles

Albertville, AL

2021 RAM 1500 Big Horn

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

2021 RAM 1500 Big Horn

Albertville, AL

Fair PriceLimited · 10
$26,90092,270 mi

Market: $24,900 – $29,165

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 216 days listed (based on current market benchmarks)

Albertville, AL

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

Albertville, AL

UnscoredInsufficient · 0
$26,97159,027 mi

Albertville, AL

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Albertville, AL

OverpricedLimited · 15
$26,98276,342 mi

Market: $16,646 – $24,915

Comparison: 15 similar vehicles

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

Albertville, AL

2016 RAM 2500 Pickup Laramie

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

2016 RAM 2500 Pickup Laramie

Albertville, AL

Unscored
$26,990218,517 mi

Comparison: 30 similar vehicles

Albertville, AL

2022 RAM 1500 Pickup Big Horn/Lone Star

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

2022 RAM 1500 Pickup Big Horn/Lone Star

Albertville, AL

Unscored
$27,995142,544 mi

Comparison: 17 similar vehicles

Albertville, AL

2021 RAM 2500 Pickup Tradesman

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

2021 RAM 2500 Pickup Tradesman

Albertville, AL

Unscored
$27,995211,118 mi

Comparison: 49 similar vehicles

Albertville, AL

2019 RAM 3500 Chassis Cab Tradesman

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

2019 RAM 3500 Chassis Cab Tradesman

Albertville, AL

UnscoredInsufficient · 4
$27,995228,331 mi

Comparison: 4 similar vehicles

Albertville, AL

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

Albertville, AL

Fair PriceLimited · 14
$28,227109,479 mi

Market: $23,900 – $28,488

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Albertville, AL

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

Albertville, AL

OverpricedLimited · 13
$28,488117,325 mi

Market: $23,900 – $28,227

Comparison: 13 similar vehicles

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

Albertville, AL

2016 RAM 2500 Pickup Laramie Limited

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

2016 RAM 2500 Pickup Laramie Limited

Albertville, AL

Unscored
$29,900196,949 mi

Comparison: 6 similar vehicles

Albertville, AL

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

Albertville, AL

UnscoredInsufficient · 4
$30,39551,013 mi

Comparison: 4 similar vehicles

Albertville, AL

2023 RAM 1500 Pickup Big Horn/Lone Star

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

2023 RAM 1500 Pickup Big Horn/Lone Star

Albertville, AL

Fair PriceRobust · 55
$31,46250,248 mi

Market: $24,920 – $48,694

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 351 days listed (based on current market benchmarks)

Albertville, AL

2019 RAM 3500 Pickup Laramie

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

2019 RAM 3500 Pickup Laramie

Albertville, AL

Unscored
$31,989210,528 mi

Comparison: 20 similar vehicles

Albertville, AL

2016 RAM 2500 Pickup Laramie

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

2016 RAM 2500 Pickup Laramie

Albertville, AL

Unscored
$31,990165,863 mi

Comparison: 30 similar vehicles

Albertville, AL

2016 RAM 2500 Pickup Laramie

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

2016 RAM 2500 Pickup Laramie

Albertville, AL

Unscored
$32,990150,439 mi

Comparison: 30 similar vehicles

Albertville, AL

2017 RAM 2500 Pickup Big Horn/Lone Star

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

2017 RAM 2500 Pickup Big Horn/Lone Star

Albertville, AL

Unscored
$32,995152,630 mi

Comparison: 15 similar vehicles

Albertville, AL

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

Albertville, AL

Unscored
$33,900166,968 mi

Comparison: 5 similar vehicles

Albertville, AL

2020 RAM 1500 Pickup Laramie

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

2020 RAM 1500 Pickup Laramie

Albertville, AL

UnscoredInsufficient · 3
$34,73481,691 mi

Comparison: 3 similar vehicles

Albertville, AL

2021 RAM 1500 Pickup Limited

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

2021 RAM 1500 Pickup Limited

Albertville, AL

Fair PriceRobust · 92
$35,155117,267 mi

Market: $24,499 – $41,229

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 182 days listed (based on current market benchmarks)

Albertville, AL

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

Albertville, AL

UnscoredInsufficient · 0
$35,36045,974 mi

Albertville, AL

2023 RAM 1500 Pickup Big Horn/Lone Star

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

2023 RAM 1500 Pickup Big Horn/Lone Star

Albertville, AL

Fair PriceRobust · 168
$35,44072,346 mi

Market: $13,411 – $36,669

Comparison: 168 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Albertville, AL

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

Albertville, AL

Fair PriceRobust · 55
$35,53495,838 mi

Market: $15,635 – $37,850

Comparison: 55 similar vehicles

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

Albertville, AL

2018 RAM 3500 Chassis Cab Tradesman

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

2018 RAM 3500 Chassis Cab Tradesman

Albertville, AL

Fair PriceLimited · 18
$37,77669,537 mi

Market: $16,015 – $40,900

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Albertville, AL

2017 RAM 3500 Pickup Laramie Longhorn

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

2017 RAM 3500 Pickup Laramie Longhorn

Albertville, AL

UnscoredInsufficient · 0
$37,995142,242 mi

Albertville, AL

2018 RAM 3500 Pickup Laramie Longhorn

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

2018 RAM 3500 Pickup Laramie Longhorn

Albertville, AL

UnscoredInsufficient · 0
$38,995134,521 mi

Albertville, AL

2022 RAM 2500 Pickup Big Horn

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

2022 RAM 2500 Pickup Big Horn

Albertville, AL

UnscoredInsufficient · 3
$39,41698,146 mi

Comparison: 3 similar vehicles

Albertville, AL

2026 RAM 1500 Pickup Tradesman

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

2026 RAM 1500 Pickup Tradesman

Albertville, AL

Fair PriceModerate · 37
$39,5234,911 mi

Market: $39,073 – $43,999

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Albertville, AL

2022 RAM 1500 Pickup Limited

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

2022 RAM 1500 Pickup Limited

Albertville, AL

UnscoredInsufficient · 3
$40,48978,922 mi

Comparison: 3 similar vehicles

Albertville, AL

2022 RAM 2500 Pickup Big Horn

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

2022 RAM 2500 Pickup Big Horn

Albertville, AL

UnscoredInsufficient · 4
$41,60099,306 mi

Comparison: 4 similar vehicles

Albertville, AL

2022 RAM 3500 Pickup Tradesman

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

2022 RAM 3500 Pickup Tradesman

Albertville, AL

Fair PriceModerate · 45
$42,275118,668 mi

Market: $24,900 – $43,989

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 196 days listed (based on current market benchmarks)

Albertville, AL

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

Albertville, AL

UnscoredInsufficient · 4
$42,96535,093 mi

Comparison: 4 similar vehicles

Albertville, AL

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

Albertville, AL

Unscored
$45,85315,128 mi

Comparison: 9 similar vehicles

Albertville, AL

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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