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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 22, 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

971 listings found

2005 Dodge Ram 1500 Pickup SLT

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

2005 Dodge Ram 1500 Pickup SLT

Pocatello, ID

UnscoredLimited · 5
$4,790350,497 mi

Comparison: 5 similar vehicles

Pocatello, ID

2009 Chevrolet Silverado 2500HD Work Truck

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

2009 Chevrolet Silverado 2500HD Work Truck

Pocatello, ID

UnscoredInsufficient · 0
$4,995258,684 mi

Pocatello, ID

2002 Dodge Ram 1500 Pickup ST

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

2002 Dodge Ram 1500 Pickup ST

Rupert, ID

UnscoredInsufficient · 0
$5,295140,353 mi

Rupert, ID

2001 Ford F-150 XLT

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

2001 Ford F-150 XLT

Chubbuck, ID

UnscoredInsufficient · 0
$5,500230,526 mi

Chubbuck, ID

2008 Dodge Ram 1500 Pickup ST

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

2008 Dodge Ram 1500 Pickup ST

Pocatello, ID

UnscoredInsufficient · 0
$5,699202,428 mi

Pocatello, ID

2010 Chevrolet Silverado 1500 Work Truck

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

2010 Chevrolet Silverado 1500 Work Truck

Pocatello, ID

UnscoredInsufficient · 0
$5,999204,386 mi

Pocatello, ID

2007 Ford F-150 XL

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

2007 Ford F-150 XL

Pocatello, ID

UnscoredInsufficient · 0
$6,500114,663 mi

Pocatello, ID

2003 Ford F-250 Super Duty XL

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

2003 Ford F-250 Super Duty XL

Pocatello, ID

UnscoredLimited · 7
$6,500164,981 mi

Comparison: 7 similar vehicles

Pocatello, ID

2008 Honda Ridgeline RTS

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

2008 Honda Ridgeline RTS

Chubbuck, ID

UnscoredInsufficient · 0
$6,900176,701 mi

Chubbuck, ID

2007 Ford F-350 Super Duty Chassis Cab XLT

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

2007 Ford F-350 Super Duty Chassis Cab XLT

Pocatello, ID

UnscoredInsufficient · 0
$6,995292,158 mi

Pocatello, ID

2012 Ford F-150 XL

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

2012 Ford F-150 XL

Pocatello, ID

UnscoredModerate · 26
$7,990205,340 mi

Comparison: 26 similar vehicles

Pocatello, ID

2011 GMC Sierra 1500 SLT

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

2011 GMC Sierra 1500 SLT

Pocatello, ID

UnscoredInsufficient · 0
$7,990222,908 mi

Pocatello, ID

2011 RAM 1500 Pickup ST

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

2011 RAM 1500 Pickup ST

Pocatello, ID

UnscoredInsufficient · 3
$8,699126,788 mi

Comparison: 3 similar vehicles

Pocatello, ID

2003 Dodge Dakota SLT

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

2003 Dodge Dakota SLT

Chubbuck, ID

UnscoredInsufficient · 0
$8,995154,070 mi

Chubbuck, ID

2007 Chevrolet Avalanche LT

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

2007 Chevrolet Avalanche LT

Pocatello, ID

UnscoredLimited · 5
$9,090178,995 mi

Comparison: 5 similar vehicles

Pocatello, ID

2012 GMC Sierra 2500HD Work Truck

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

2012 GMC Sierra 2500HD Work Truck

American Falls, ID

UnscoredInsufficient · 0
$9,550201,170 mi

American Falls, ID

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

Pocatello, ID

UnscoredLimited · 14
$9,797190,467 mi

Comparison: 14 similar vehicles

Pocatello, ID

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Pocatello, ID

UnscoredModerate · 22
$9,995196,383 mi

Comparison: 22 similar vehicles

Pocatello, ID

2013 Ford F-150 FX4

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

2013 Ford F-150 FX4

Rupert, ID

UnscoredInsufficient · 3
$9,995172,761 mi

Comparison: 3 similar vehicles

Rupert, ID

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

Pocatello, ID

UnscoredRobust · 55
$9,999160,110 mi

Comparison: 55 similar vehicles

Pocatello, ID

2004 Chevrolet Silverado 2500HD base

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

2004 Chevrolet Silverado 2500HD base

Pocatello, ID

UnscoredInsufficient · 0
$10,750181,678 mi

Pocatello, ID

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Pocatello, ID

UnscoredRobust · 51
$10,800169,704 mi

Comparison: 51 similar vehicles

Pocatello, ID

2015 RAM 1500 SLT

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

2015 RAM 1500 SLT

Chubbuck, ID

UnscoredLimited · 8
$10,900185,030 mi

Comparison: 8 similar vehicles

Chubbuck, ID

1998 Dodge Ram Pickup ST

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

1998 Dodge Ram Pickup ST

Chubbuck, ID

UnscoredLimited · 5
$10,995104,682 mi

Comparison: 5 similar vehicles

Chubbuck, ID

2007 Nissan Frontier SE

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

2007 Nissan Frontier SE

Blackfoot, ID

UnscoredInsufficient · 0
$11,492178,688 mi

Blackfoot, ID

2012 Nissan Frontier SV

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

2012 Nissan Frontier SV

Blackfoot, ID

UnscoredInsufficient · 0
$11,919174,000 mi

Blackfoot, ID

2013 Ford F-450 Super Duty Chassis Cab XL

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

2013 Ford F-450 Super Duty Chassis Cab XL

Pocatello, ID

UnscoredInsufficient · 0
$11,995144,808 mi

Pocatello, ID

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Chubbuck, ID

UnscoredRobust · 89
$11,995162,566 mi

Comparison: 89 similar vehicles

Chubbuck, ID

2010 Ford F-350 Super Duty XLT

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

2010 Ford F-350 Super Duty XLT

Blackfoot, ID

UnscoredInsufficient · 0
$12,793235,175 mi

Blackfoot, ID

2015 Chevrolet Colorado Z71

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

2015 Chevrolet Colorado Z71

Pocatello, ID

UnscoredLimited · 7
$13,490167,468 mi

Comparison: 7 similar vehicles

Pocatello, ID

2019 Chevrolet Colorado LT

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

2019 Chevrolet Colorado LT

Pocatello, ID

UnscoredLimited · 6
$13,500190,860 mi

Comparison: 6 similar vehicles

Pocatello, ID

2016 Nissan Frontier SV

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

2016 Nissan Frontier SV

Pocatello, ID

UnscoredLimited · 8
$13,500134,101 mi

Comparison: 8 similar vehicles

Pocatello, ID

2013 GMC Sierra 2500HD SLE

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

2013 GMC Sierra 2500HD SLE

Pocatello, ID

UnscoredInsufficient · 4
$13,500189,663 mi

Comparison: 4 similar vehicles

Pocatello, ID

2016 Chevrolet Colorado LT

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

2016 Chevrolet Colorado LT

Burley, ID

UnscoredInsufficient · 0
$13,598170,558 mi

Burley, ID

2008 Cadillac Escalade EXT Base

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

2008 Cadillac Escalade EXT Base

Chubbuck, ID

UnscoredInsufficient · 0
$13,995146,353 mi

Chubbuck, ID

2005 Ford F-250 Super Duty XLT

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

2005 Ford F-250 Super Duty XLT

Pocatello, ID

UnscoredLimited · 6
$13,99561,194 mi

Comparison: 6 similar vehicles

Pocatello, ID

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

Pocatello, ID

UnscoredLimited · 10
$14,000126,410 mi

Comparison: 10 similar vehicles

Pocatello, ID

2012 RAM 1500 Sport

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

2012 RAM 1500 Sport

Blackfoot, ID

UnscoredInsufficient · 0
$14,025159,990 mi

Blackfoot, ID

2015 Ford F-150 Lariat

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

2015 Ford F-150 Lariat

American Falls, ID

UnscoredLimited · 19
$14,450165,000 mi

Comparison: 19 similar vehicles

American Falls, ID

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

Blackfoot, ID

UnscoredInsufficient · 0
$14,476133,038 mi

Blackfoot, ID

2018 RAM 1500 Big Horn

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

2018 RAM 1500 Big Horn

Pocatello, ID

UnscoredInsufficient · 0
$14,900127,624 mi

Pocatello, ID

2006 Dodge Ram 2500 Pickup SLT

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

2006 Dodge Ram 2500 Pickup SLT

Pocatello, ID

UnscoredModerate · 22
$14,950205,517 mi

Comparison: 22 similar vehicles

Pocatello, ID

2019 Nissan Titan S

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

2019 Nissan Titan S

Pocatello, ID

UnscoredInsufficient · 0
$14,995150,695 mi

Pocatello, ID

2016 Chevrolet Silverado 1500 LT

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

2016 Chevrolet Silverado 1500 LT

Pocatello, ID

UnscoredModerate · 23
$14,995139,899 mi

Comparison: 23 similar vehicles

Pocatello, ID

2004 Ford F-250 Super Duty Lariat

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

2004 Ford F-250 Super Duty Lariat

Blackfoot, ID

UnscoredInsufficient · 0
$14,999135,680 mi

Blackfoot, ID

2004 Ford F-250 Super Duty XLT

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

2004 Ford F-250 Super Duty XLT

Pocatello, ID

UnscoredInsufficient · 0
$15,188134,852 mi

Pocatello, ID

2020 Chevrolet Colorado Work Truck

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

2020 Chevrolet Colorado Work Truck

Blackfoot, ID

UnscoredInsufficient · 0
$15,351142,031 mi

Blackfoot, ID

2004 Chevrolet Silverado 2500HD LT

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

2004 Chevrolet Silverado 2500HD LT

Pocatello, ID

UnscoredInsufficient · 0
$15,584191,316 mi

Pocatello, ID

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

Blackfoot, ID

UnscoredLimited · 13
$15,804137,593 mi

Comparison: 13 similar vehicles

Blackfoot, ID

2019 Nissan Frontier SV

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

2019 Nissan Frontier SV

Pocatello, ID

UnscoredInsufficient · 4
$15,900170,797 mi

Comparison: 4 similar vehicles

Pocatello, ID

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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