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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 10, 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

119 listings found

2011 RAM Dakota Big Horn (Lone Star)

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

2011 RAM Dakota Big Horn (Lone Star)

Warrenton, VA

UnscoredInsufficient · 4
$9,999101,095 mi

Comparison: 4 similar vehicles

Warrenton, VA

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

Warrenton, VA

UnscoredInsufficient · 3
$12,999183,410 mi

Comparison: 3 similar vehicles

Warrenton, VA

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

Warrenton, VA

Unscored
$17,289128,836 mi

Comparison: 20 similar vehicles

Warrenton, VA

2019 RAM 1500 Classic SLT

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

2019 RAM 1500 Classic SLT

Warrenton, VA

Fair PriceRobust · 65
$17,997115,999 mi

Market: $7,995 – $25,297

Comparison: 65 similar vehicles

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

Warrenton, VA

2020 RAM ProMaster Cargo Van Base

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

2020 RAM ProMaster Cargo Van Base

Warrenton, VA

Fair PriceModerate · 20
$18,995105,662 mi

Market: $15,444 – $22,089

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Warrenton, VA

No Photo

2016 RAM 1500 Pickup Big Horn

Warrenton, VA

Fair PriceLimited · 19
$19,99997,965 mi

Market: $14,498 – $26,990

Comparison: 19 similar vehicles

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

Warrenton, VA

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

Warrenton, VA

UnscoredInsufficient · 4
$20,50092,638 mi

Comparison: 4 similar vehicles

Warrenton, VA

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

Warrenton, VA

UnscoredInsufficient · 3
$27,99952,085 mi

Comparison: 3 similar vehicles

Warrenton, VA

2020 RAM 2500 Pickup Big Horn

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

2020 RAM 2500 Pickup Big Horn

Warrenton, VA

Unscored
$29,689127,791 mi

Comparison: 17 similar vehicles

Warrenton, VA

2016 RAM 1500 Pickup Laramie Limited

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

2016 RAM 1500 Pickup Laramie Limited

Warrenton, VA

UnscoredInsufficient · 0
$29,99546,709 mi

Warrenton, VA

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

Warrenton, VA

Fair PriceLimited · 19
$30,49960,626 mi

Market: $27,360 – $33,200

Comparison: 19 similar vehicles

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

Warrenton, VA

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

Warrenton, VA

Fair PriceModerate · 22
$31,99598,947 mi

Market: $24,498 – $33,400

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Warrenton, VA

2020 RAM 2500 Pickup Tradesman

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

2020 RAM 2500 Pickup Tradesman

Warrenton, VA

Unscored
$32,995131,963 mi

Comparison: 9 similar vehicles

Warrenton, VA

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

Warrenton, VA

UnscoredInsufficient · 0
$34,995124,272 mi

Warrenton, VA

2021 RAM 1500 Pickup Rebel

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

2021 RAM 1500 Pickup Rebel

Warrenton, VA

Fair PriceLimited · 15
$35,48974,331 mi

Market: $29,998 – $36,998

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Warrenton, VA

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

Warrenton, VA

Unscored
$35,78950,248 mi

Comparison: 8 similar vehicles

Warrenton, VA

2019 RAM 3500 Pickup Tradesman

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

2019 RAM 3500 Pickup Tradesman

Warrenton, VA

UnscoredInsufficient · 0
$37,99514,904 mi

Warrenton, VA

2018 RAM 3500 Pickup Laramie

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

2018 RAM 3500 Pickup Laramie

Warrenton, VA

Unscored
$39,995138,916 mi

Comparison: 6 similar vehicles

Warrenton, VA

2024 RAM 2500 Pickup Tradesman

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

2024 RAM 2500 Pickup Tradesman

Warrenton, VA

Unscored
$41,49914,164 mi

Comparison: 5 similar vehicles

Warrenton, VA

2025 RAM 1500 Pickup Big Horn/Lone Star

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

2025 RAM 1500 Pickup Big Horn/Lone Star

Warrenton, VA

Fair PriceRobust · 75
$42,9888,628 mi

Market: $36,441 – $46,900

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Warrenton, VA

2026 RAM ProMaster Cargo Van Tradesman

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

2026 RAM ProMaster Cargo Van Tradesman

Warrenton, VA

Fair PriceRobust · 164
$44,006Mileage not verified

Market: $44,658 – $59,117

Comparison: 164 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 335 days listed (based on current market benchmarks)

Warrenton, VA

2026 RAM ProMaster Cargo Van Tradesman

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

2026 RAM ProMaster Cargo Van Tradesman

Warrenton, VA

Fair PriceRobust · 164
$46,847Mileage not verified

Market: $44,006 – $59,117

Comparison: 164 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 282 days listed (based on current market benchmarks)

Warrenton, VA

2026 RAM ProMaster Cargo Van Tradesman

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

2026 RAM ProMaster Cargo Van Tradesman

Warrenton, VA

Fair PriceRobust · 164
$46,847Mileage not verified

Market: $44,006 – $59,117

Comparison: 164 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 282 days listed (based on current market benchmarks)

Warrenton, VA

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

Warrenton, VA

Fair PriceRobust · 63
$47,968Mileage not verified

Market: $45,218 – $51,901

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Warrenton, VA

2026 RAM ProMaster Cargo Van Tradesman

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

2026 RAM ProMaster Cargo Van Tradesman

Warrenton, VA

Fair PriceRobust · 164
$48,168Mileage not verified

Market: $44,006 – $59,117

Comparison: 164 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 454 days listed (based on current market benchmarks)

Warrenton, VA

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

Warrenton, VA

Fair PriceRobust · 63
$48,778Mileage not verified

Market: $45,218 – $51,901

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 235 days listed (based on current market benchmarks)

Warrenton, VA

2018 RAM 2500 Pickup Laramie

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

2018 RAM 2500 Pickup Laramie

Warrenton, VA

OverpricedLimited · 14
$48,98966,037 mi

Market: $32,200 – $45,999

Comparison: 14 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Warrenton, VA

2026 RAM ProMaster Cargo Van Tradesman

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

2026 RAM ProMaster Cargo Van Tradesman

Warrenton, VA

Fair PriceRobust · 164
$50,198Mileage not verified

Market: $44,006 – $59,117

Comparison: 164 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Warrenton, VA

2026 RAM ProMaster Cargo Van Tradesman

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

2026 RAM ProMaster Cargo Van Tradesman

Warrenton, VA

Fair PriceRobust · 164
$50,498Mileage not verified

Market: $44,006 – $59,117

Comparison: 164 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 367 days listed (based on current market benchmarks)

Warrenton, VA

2026 RAM ProMaster Cargo Van Tradesman

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

2026 RAM ProMaster Cargo Van Tradesman

Warrenton, VA

Fair PriceRobust · 164
$50,498Mileage not verified

Market: $44,006 – $59,117

Comparison: 164 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 362 days listed (based on current market benchmarks)

Warrenton, VA

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

Warrenton, VA

Fair PriceRobust · 250
$50,508Mileage not verified

Market: $45,776 – $87,297

Comparison: 250 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Warrenton, VA

2026 RAM 2500 Pickup Tradesman

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

2026 RAM 2500 Pickup Tradesman

Warrenton, VA

Fair PriceRobust · 135
$50,580Mileage not verified

Market: $49,248 – $61,381

Comparison: 135 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 189 days listed (based on current market benchmarks)

Warrenton, VA

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

Warrenton, VA

Fair PriceRobust · 410
$50,685Mileage not verified

Market: $43,461 – $89,570

Comparison: 410 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 161 days listed (based on current market benchmarks)

Warrenton, VA

2019 RAM 2500 Pickup Laramie Longhorn

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

2019 RAM 2500 Pickup Laramie Longhorn

Warrenton, VA

Unscored
$50,989134,692 mi

Comparison: 9 similar vehicles

Warrenton, VA

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

Warrenton, VA

Fair PriceRobust · 250
$51,438Mileage not verified

Market: $45,776 – $87,297

Comparison: 250 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 223 days listed (based on current market benchmarks)

Warrenton, VA

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

Warrenton, VA

Fair PriceRobust · 63
$51,901Mileage not verified

Market: $45,218 – $51,901

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Warrenton, VA

2025 RAM 1500 Pickup Rebel

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

2025 RAM 1500 Pickup Rebel

Warrenton, VA

Fair PriceRobust · 63
$51,98811,108 mi

Market: $45,427 – $57,998

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 193 days listed (based on current market benchmarks)

Warrenton, VA

2026 RAM ProMaster Cargo Van SLT

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

2026 RAM ProMaster Cargo Van SLT

Warrenton, VA

Fair PriceModerate · 27
$52,674Mileage not verified

Market: $48,371 – $61,101

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 244 days listed (based on current market benchmarks)

Warrenton, VA

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

Warrenton, VA

Fair PriceRobust · 250
$52,970Mileage not verified

Market: $45,776 – $87,297

Comparison: 250 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 383 days listed (based on current market benchmarks)

Warrenton, VA

2018 RAM 2500 Pickup Laramie Longhorn

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

2018 RAM 2500 Pickup Laramie Longhorn

Warrenton, VA

UnscoredInsufficient · 4
$52,98986,366 mi

Comparison: 4 similar vehicles

Warrenton, VA

2026 RAM 2500 Pickup Tradesman

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

2026 RAM 2500 Pickup Tradesman

Warrenton, VA

Fair PriceRobust · 135
$53,245Mileage not verified

Market: $49,248 – $61,381

Comparison: 135 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 271 days listed (based on current market benchmarks)

Warrenton, VA

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

Warrenton, VA

Fair PriceRobust · 96
$53,982Mileage not verified

Market: $46,181 – $60,414

Comparison: 96 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Warrenton, VA

2026 RAM 2500 Pickup Tradesman

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

2026 RAM 2500 Pickup Tradesman

Warrenton, VA

Fair PriceRobust · 135
$54,248Mileage not verified

Market: $49,248 – $61,381

Comparison: 135 similar vehicles

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

Warrenton, VA

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

Warrenton, VA

OverpricedRobust · 56
$54,38941,791 mi

Market: $43,869 – $51,799

Comparison: 56 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Warrenton, VA

2026 RAM ProMaster Cargo Van Tradesman

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

2026 RAM ProMaster Cargo Van Tradesman

Warrenton, VA

Fair PriceRobust · 164
$54,907Mileage not verified

Market: $44,006 – $59,117

Comparison: 164 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 276 days listed (based on current market benchmarks)

Warrenton, VA

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

Warrenton, VA

Fair PriceModerate · 40
$54,98912,025 mi

Market: $45,977 – $58,960

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Warrenton, VA

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

Warrenton, VA

Fair PriceRobust · 250
$55,068Mileage not verified

Market: $45,776 – $87,297

Comparison: 250 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Warrenton, VA

2021 RAM 3500 Pickup Longhorn

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

2021 RAM 3500 Pickup Longhorn

Warrenton, VA

UnscoredInsufficient · 0
$55,18948,646 mi

Warrenton, VA

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

Warrenton, VA

Fair PriceRobust · 250
$55,469Mileage not verified

Market: $45,776 – $87,297

Comparison: 250 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

Warrenton, VA

2026 RAM ProMaster Cargo Van SLT

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

2026 RAM ProMaster Cargo Van SLT

Warrenton, VA

Fair PriceModerate · 27
$55,792Mileage not verified

Market: $48,371 – $61,101

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 144 days listed (based on current market benchmarks)

Warrenton, VA

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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