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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

35 listings found

2004 Dodge Dakota SLT

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

2004 Dodge Dakota SLT

Peyton, CO

UnscoredInsufficient · 0
$4,495Mileage not verified

Peyton, CO

2005 Dodge Dakota SLT

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

2005 Dodge Dakota SLT

Peyton, CO

UnscoredInsufficient · 4
$6,495145,815 mi

Comparison: 4 similar vehicles

Peyton, CO

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

Peyton, CO

UnscoredInsufficient · 3
$6,795Mileage not verified

Comparison: 3 similar vehicles

Peyton, CO

2014 RAM 1500 Pickup SLT

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

2014 RAM 1500 Pickup SLT

Peyton, CO

UnscoredLimited · 5
$6,995Mileage not verified

Comparison: 5 similar vehicles

Peyton, CO

2001 Dodge Ram Pickup SLT

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

2001 Dodge Ram Pickup SLT

Elizabeth, CO

UnscoredLimited · 5
$9,900252,111 mi

Comparison: 5 similar vehicles

Elizabeth, CO

2018 Ford F-150 Lariat

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

2018 Ford F-150 Lariat

Kiowa, CO

UnscoredModerate · 24
$14,481196,312 mi

Comparison: 24 similar vehicles

Kiowa, CO

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Kiowa, CO

OverpricedLimited · 12
$19,48574,785 mi

Market: $8,726 – $13,997

Comparison: 12 similar vehicles

Priced ~39% above the typical market range for similar vehicles (based on current market benchmarks)

Kiowa, CO

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

Kiowa, CO

UnscoredInsufficient · 4
$22,800178,282 mi

Comparison: 4 similar vehicles

Kiowa, CO

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

Kiowa, CO

Fair PriceModerate · 42
$23,88496,488 mi

Market: $17,990 – $28,998

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Kiowa, CO

2000 Ford F-350 Super Duty XLT

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

2000 Ford F-350 Super Duty XLT

Kiowa, CO

UnscoredInsufficient · 0
$24,884109,732 mi

Kiowa, CO

2011 Chevrolet Silverado 3500HD LTZ

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

2011 Chevrolet Silverado 3500HD LTZ

Kiowa, CO

UnscoredInsufficient · 0
$26,481140,651 mi

Kiowa, CO

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Kiowa, CO

Fair PriceModerate · 48
$26,48573,684 mi

Market: $13,750 – $27,998

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Kiowa, CO

2019 Chevrolet Silverado 1500 LTZ

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

2019 Chevrolet Silverado 1500 LTZ

Kiowa, CO

Fair PriceLimited · 15
$26,800118,732 mi

Market: $26,900 – $34,694

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 2 days listed (based on current market benchmarks)

Kiowa, CO

2014 RAM 3500 Pickup Laramie

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

2014 RAM 3500 Pickup Laramie

Kiowa, CO

UnscoredLimited · 8
$35,88296,038 mi

Comparison: 8 similar vehicles

Kiowa, CO

2012 Chevrolet Silverado 3500HD LTZ

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

2012 Chevrolet Silverado 3500HD LTZ

Kiowa, CO

UnscoredInsufficient · 0
$35,88291,318 mi

Kiowa, CO

2015 Chevrolet Silverado 2500HD LTZ

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

2015 Chevrolet Silverado 2500HD LTZ

Kiowa, CO

UnscoredInsufficient · 3
$36,48179,054 mi

Comparison: 3 similar vehicles

Kiowa, CO

2025 Jeep Gladiator Sport S

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

2025 Jeep Gladiator Sport S

Limon, CO

UnscoredInsufficient · 0
$36,59252,311 mi

Limon, CO

2019 Ford F-150 Lariat

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

2019 Ford F-150 Lariat

Kiowa, CO

UnscoredInsufficient · 3
$37,48142,222 mi

Comparison: 3 similar vehicles

Kiowa, CO

2019 Chevrolet Silverado 2500HD LTZ

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

2019 Chevrolet Silverado 2500HD LTZ

Kiowa, CO

UnscoredLimited · 9
$41,481110,032 mi

Comparison: 9 similar vehicles

Kiowa, CO

2016 Ford F-350 Super Duty Lariat

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

2016 Ford F-350 Super Duty Lariat

Kiowa, CO

Fair PriceLimited · 11
$41,48392,434 mi

Market: $24,995 – $88,866

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Kiowa, CO

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

Limon, CO

Fair PriceRobust · 98
$54,938Mileage not verified

Market: $52,653 – $58,384

Comparison: 98 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Limon, CO

2020 GMC Sierra 3500HD SLT

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

2020 GMC Sierra 3500HD SLT

Kiowa, CO

UnscoredInsufficient · 0
$55,80073,067 mi

Kiowa, CO

2019 Ford F-250 Super Duty Lariat

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

2019 Ford F-250 Super Duty Lariat

Kiowa, CO

UnscoredInsufficient · 0
$56,48134,718 mi

Kiowa, CO

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Limon, CO

Fair PriceRobust · 245
$61,972Mileage not verified

Market: $56,691 – $75,153

Comparison: 245 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Limon, CO

2026 RAM 3500 Pickup Tradesman

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

2026 RAM 3500 Pickup Tradesman

Limon, CO

Fair PriceRobust · 166
$64,981Mileage not verified

Market: $54,332 – $86,109

Comparison: 166 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 348 days listed (based on current market benchmarks)

Limon, CO

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

Limon, CO

Fair PriceRobust · 429
$64,987Mileage not verified

Market: $50,310 – $75,349

Comparison: 429 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Limon, CO

2024 RAM 2500 Pickup Laramie Longhorn

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

2024 RAM 2500 Pickup Laramie Longhorn

Kiowa, CO

UnscoredInsufficient · 4
$65,88242,432 mi

Comparison: 4 similar vehicles

Kiowa, CO

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

Limon, CO

Fair PriceRobust · 168
$67,985Mileage not verified

Market: $48,490 – $99,420

Comparison: 168 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 220 days listed (based on current market benchmarks)

Limon, CO

2026 RAM 2500 Pickup Power Wagon

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

2026 RAM 2500 Pickup Power Wagon

Limon, CO

UnscoredInsufficient · 0
$68,54014,954 mi

Limon, CO

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

Limon, CO

Fair PriceRobust · 169
$68,936Mileage not verified

Market: $48,490 – $99,420

Comparison: 169 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Limon, CO

2027 RAM 1500 Pickup Laramie

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

2027 RAM 1500 Pickup Laramie

Limon, CO

Fair PriceRobust · 345
$70,439Mileage not verified

Market: $64,432 – $87,090

Comparison: 345 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Limon, CO

2027 RAM 3500 Pickup Tradesman

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

2027 RAM 3500 Pickup Tradesman

Limon, CO

Fair PriceRobust · 118
$76,953Mileage not verified

Market: $53,575 – $83,954

Comparison: 118 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Limon, CO

2026 RAM 3500 Pickup Laramie

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

2026 RAM 3500 Pickup Laramie

Limon, CO

Fair PriceRobust · 116
$78,602Mileage not verified

Market: $72,156 – $104,858

Comparison: 116 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Limon, CO

2026 RAM 5500 Chassis Cab Big Horn

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

2026 RAM 5500 Chassis Cab Big Horn

Limon, CO

Fair PriceRobust · 83
$88,914Mileage not verified

Market: $68,173 – $117,023

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 211 days listed (based on current market benchmarks)

Limon, CO

2027 RAM 1500 Pickup TRX

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

2027 RAM 1500 Pickup TRX

Limon, CO

Fair PriceModerate · 42
$110,720Mileage not verified

Market: $99,605 – $113,440

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Limon, CO

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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