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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

888 listings found

2010 RAM 1500 Pickup Sport

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

2010 RAM 1500 Pickup Sport

Fairbanks, AK

UnscoredInsufficient · 0
$8,765170,828 mi

Fairbanks, AK

2008 Chevrolet Silverado 1500 LS

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

2008 Chevrolet Silverado 1500 LS

Fairbanks, AK

UnscoredInsufficient · 0
$8,765248,632 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 0
$9,750192,725 mi

Fairbanks, AK

2003 GMC Sierra 1500 SLE

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

2003 GMC Sierra 1500 SLE

Fairbanks, AK

UnscoredInsufficient · 0
$9,750236,000 mi

Fairbanks, AK

2014 Chevrolet Silverado 1500 Work Truck 2WT

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

2014 Chevrolet Silverado 1500 Work Truck 2WT

Fairbanks, AK

UnscoredInsufficient · 0
$9,876164,963 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 0
$11,111130,832 mi

Fairbanks, AK

2001 GMC Sierra SL

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

2001 GMC Sierra SL

Fairbanks, AK

UnscoredInsufficient · 0
$11,995157,355 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 0
$12,345173,875 mi

Fairbanks, AK

2014 Nissan Titan PRO-4X

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

2014 Nissan Titan PRO-4X

Fairbanks, AK

UnscoredInsufficient · 0
$12,345216,248 mi

Fairbanks, AK

2012 RAM 1500 Pickup Laramie

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

2012 RAM 1500 Pickup Laramie

Fairbanks, AK

UnscoredInsufficient · 0
$12,345171,194 mi

Fairbanks, AK

2012 Nissan Titan PRO-4X

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

2012 Nissan Titan PRO-4X

Fairbanks, AK

UnscoredInsufficient · 0
$13,700111,075 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 0
$13,777157,842 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 0
$13,99567,562 mi

Fairbanks, AK

2013 Chevrolet Silverado 1500 LTZ

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

2013 Chevrolet Silverado 1500 LTZ

Fairbanks, AK

UnscoredInsufficient · 0
$14,488159,316 mi

Fairbanks, AK

2011 Toyota Tundra Grade

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

2011 Toyota Tundra Grade

Fairbanks, AK

UnscoredInsufficient · 0
$14,567168,142 mi

Fairbanks, AK

2011 RAM 1500 Pickup SLT

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

2011 RAM 1500 Pickup SLT

Fairbanks, AK

UnscoredInsufficient · 0
$14,995127,816 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 0
$14,995188,266 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 0
$15,555121,438 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 0
$15,777122,348 mi

Fairbanks, AK

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Fairbanks, AK

UnscoredInsufficient · 0
$15,995152,732 mi

Fairbanks, AK

2012 Ford F-250 Super Duty XLT

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

2012 Ford F-250 Super Duty XLT

Fairbanks, AK

UnscoredInsufficient · 0
$16,750256,421 mi

Fairbanks, AK

2010 RAM 1500 Pickup SLT

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

2010 RAM 1500 Pickup SLT

Fairbanks, AK

UnscoredInsufficient · 0
$16,995121,015 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 0
$17,99538,165 mi

Fairbanks, AK

2013 Toyota Tundra Grade

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

2013 Toyota Tundra Grade

Fairbanks, AK

UnscoredInsufficient · 0
$17,995175,629 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 0
$18,99587,186 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 0
$18,995106,479 mi

Fairbanks, AK

2014 Ford F-150 Limited

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

2014 Ford F-150 Limited

Fairbanks, AK

UnscoredInsufficient · 0
$19,875114,904 mi

Fairbanks, AK

2016 Chevrolet Colorado Work Truck

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

2016 Chevrolet Colorado Work Truck

Fairbanks, AK

UnscoredInsufficient · 0
$19,99549,022 mi

Fairbanks, AK

2015 RAM 1500 Pickup Sport

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

2015 RAM 1500 Pickup Sport

Fairbanks, AK

UnscoredInsufficient · 0
$19,995143,015 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 0
$19,995149,066 mi

Fairbanks, AK

2019 Chevrolet Colorado Work Truck

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

2019 Chevrolet Colorado Work Truck

Fairbanks, AK

UnscoredInsufficient · 0
$20,99575,251 mi

Fairbanks, AK

2019 RAM 1500 Classic Big Horn

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

2019 RAM 1500 Classic Big Horn

Fairbanks, AK

UnscoredInsufficient · 0
$21,995134,613 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 0
$21,99562,789 mi

Fairbanks, AK

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Fairbanks, AK

UnscoredInsufficient · 3
$21,995132,160 mi

Comparison: 3 similar vehicles

Fairbanks, AK

2011 Ford F-150 Platinum

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

2011 Ford F-150 Platinum

Fairbanks, AK

UnscoredInsufficient · 0
$21,99592,004 mi

Fairbanks, AK

2015 GMC Sierra 1500 SLT

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

2015 GMC Sierra 1500 SLT

Fairbanks, AK

UnscoredInsufficient · 0
$22,222184,165 mi

Fairbanks, AK

2010 Ford F-350 Super Duty XL

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

2010 Ford F-350 Super Duty XL

Fairbanks, AK

UnscoredInsufficient · 0
$22,22299,750 mi

Fairbanks, AK

2015 RAM 2500 Pickup Tradesman

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

2015 RAM 2500 Pickup Tradesman

Fairbanks, AK

UnscoredInsufficient · 0
$23,50083,076 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 0
$23,99581,835 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 3
$23,995138,097 mi

Comparison: 3 similar vehicles

Fairbanks, AK

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Fairbanks, AK

UnscoredInsufficient · 0
$23,99558,533 mi

Fairbanks, AK

2013 RAM 1500 Pickup Laramie Longhorn

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

2013 RAM 1500 Pickup Laramie Longhorn

Fairbanks, AK

UnscoredInsufficient · 0
$23,995107,122 mi

Fairbanks, AK

2016 Chevrolet Silverado 2500HD LT

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

2016 Chevrolet Silverado 2500HD LT

Fairbanks, AK

UnscoredInsufficient · 0
$23,999169,492 mi

Fairbanks, AK

2014 Ford F-150 Limited

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

2014 Ford F-150 Limited

Fairbanks, AK

UnscoredInsufficient · 0
$24,39481,259 mi

Fairbanks, AK

2017 Chevrolet Silverado 2500HD LT

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

2017 Chevrolet Silverado 2500HD LT

Fairbanks, AK

UnscoredInsufficient · 0
$24,567138,592 mi

Fairbanks, AK

2012 Ford F-250 Super Duty XL

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

2012 Ford F-250 Super Duty XL

Fairbanks, AK

UnscoredInsufficient · 0
$24,56775,528 mi

Fairbanks, AK

2021 Chevrolet Silverado 1500 Custom

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

2021 Chevrolet Silverado 1500 Custom

Fairbanks, AK

UnscoredInsufficient · 0
$24,99598,925 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 0
$24,995113,082 mi

Fairbanks, AK

2016 Nissan Titan XD SV

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

2016 Nissan Titan XD SV

Fairbanks, AK

UnscoredInsufficient · 0
$24,99573,776 mi

Fairbanks, AK

2016 RAM 2500 Pickup Big Horn/Lone Star

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

2016 RAM 2500 Pickup Big Horn/Lone Star

Fairbanks, AK

UnscoredInsufficient · 0
$25,994103,131 mi

Fairbanks, AK

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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