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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

1,332 listings found

2007 Dodge Ram 1500 Pickup SLT

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

2007 Dodge Ram 1500 Pickup SLT

Keokuk, IA

UnscoredInsufficient · 4
$2,500181,954 mi

Comparison: 4 similar vehicles

Keokuk, IA

2009 Chevrolet Silverado 1500 1LT

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

2009 Chevrolet Silverado 1500 1LT

Keokuk, IA

UnscoredModerate · 20
$3,500216,586 mi

Comparison: 20 similar vehicles

Keokuk, IA

2003 Dodge Ram 1500 Pickup SLT

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

2003 Dodge Ram 1500 Pickup SLT

Keokuk, IA

UnscoredLimited · 5
$3,500133,367 mi

Comparison: 5 similar vehicles

Keokuk, IA

1999 Ford Ranger XLT

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

1999 Ford Ranger XLT

Palmyra, MO

UnscoredInsufficient · 0
$3,995210,723 mi

Palmyra, MO

2010 Chevrolet Silverado 1500 LT

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

2010 Chevrolet Silverado 1500 LT

Keokuk, IA

UnscoredModerate · 21
$4,000210,079 mi

Comparison: 21 similar vehicles

Keokuk, IA

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Keokuk, IA

UnscoredModerate · 24
$4,200218,976 mi

Comparison: 24 similar vehicles

Keokuk, IA

2004 Chevrolet Colorado Z85

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

2004 Chevrolet Colorado Z85

Fort Madison, IA

UnscoredInsufficient · 0
$4,490222,416 mi

Fort Madison, IA

2004 Chevrolet Silverado 2500HD LS

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

2004 Chevrolet Silverado 2500HD LS

Curryville, MO

UnscoredLimited · 7
$4,700310,000 mi

Comparison: 7 similar vehicles

Curryville, MO

2006 Ford Ranger XLT

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

2006 Ford Ranger XLT

Keokuk, IA

UnscoredInsufficient · 4
$4,800184,325 mi

Comparison: 4 similar vehicles

Keokuk, IA

2005 Chevrolet Silverado 1500 LT

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

2005 Chevrolet Silverado 1500 LT

Rushville, IL

UnscoredInsufficient · 3
$4,950210,000 mi

Comparison: 3 similar vehicles

Rushville, IL

2005 Dodge Dakota SLT

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

2005 Dodge Dakota SLT

Vandalia, MO

UnscoredModerate · 20
$4,995204,125 mi

Comparison: 20 similar vehicles

Vandalia, MO

2005 Ford F-150 STX

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

2005 Ford F-150 STX

Vandalia, MO

UnscoredInsufficient · 0
$4,995167,352 mi

Vandalia, MO

2008 Dodge Ram 1500 Pickup Laramie

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

2008 Dodge Ram 1500 Pickup Laramie

Vandalia, MO

UnscoredInsufficient · 0
$5,250212,704 mi

Vandalia, MO

2005 Chevrolet Silverado 1500HD LS

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

2005 Chevrolet Silverado 1500HD LS

Rushville, IL

UnscoredInsufficient · 0
$5,450224,000 mi

Rushville, IL

2005 Ford Explorer Sport Trac XLT

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

2005 Ford Explorer Sport Trac XLT

Vandalia, MO

UnscoredInsufficient · 0
$5,995175,482 mi

Vandalia, MO

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

Rushville, IL

UnscoredInsufficient · 3
$6,950171,000 mi

Comparison: 3 similar vehicles

Rushville, IL

2000 GMC Sierra SLE

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

2000 GMC Sierra SLE

Curryville, MO

UnscoredInsufficient · 0
$7,000Mileage not verified

Curryville, MO

2007 Dodge Ram 1500 Pickup TRX4 Off Road

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

2007 Dodge Ram 1500 Pickup TRX4 Off Road

Quincy, IL

UnscoredInsufficient · 0
$7,426194,298 mi

Quincy, IL

2012 GMC Canyon SLE2

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

2012 GMC Canyon SLE2

Fort Madison, IA

UnscoredInsufficient · 0
$7,995Mileage not verified

Fort Madison, IA

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

Hannibal, MO

UnscoredInsufficient · 3
$8,995160,000 mi

Comparison: 3 similar vehicles

Hannibal, MO

2011 Chevrolet Silverado 1500 LT

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

2011 Chevrolet Silverado 1500 LT

Quincy, IL

UnscoredModerate · 39
$9,103159,087 mi

Comparison: 39 similar vehicles

Quincy, IL

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

Quincy, IL

UnscoredModerate · 38
$10,784194,692 mi

Comparison: 38 similar vehicles

Quincy, IL

2003 Ford F-150 XLT

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

2003 Ford F-150 XLT

Palmyra, MO

UnscoredLimited · 7
$10,850201,757 mi

Comparison: 7 similar vehicles

Palmyra, MO

2007 Honda Ridgeline RTL

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

2007 Honda Ridgeline RTL

Palmyra, MO

UnscoredInsufficient · 4
$10,950222,001 mi

Comparison: 4 similar vehicles

Palmyra, MO

2013 RAM 1500 Pickup Big Horn/Lone Star

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

2013 RAM 1500 Pickup Big Horn/Lone Star

Quincy, IL

UnscoredLimited · 6
$10,990166,717 mi

Comparison: 6 similar vehicles

Quincy, IL

2013 Ford F-150 STX

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

2013 Ford F-150 STX

Quincy, IL

UnscoredLimited · 8
$10,990141,375 mi

Comparison: 8 similar vehicles

Quincy, IL

2017 RAM 1500 Outdoorsman

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

2017 RAM 1500 Outdoorsman

Hannibal, MO

UnscoredLimited · 13
$10,995171,000 mi

Comparison: 13 similar vehicles

Hannibal, MO

2004 Dodge Ram 2500 Pickup ST

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

2004 Dodge Ram 2500 Pickup ST

Palmyra, MO

UnscoredLimited · 5
$10,995317,618 mi

Comparison: 5 similar vehicles

Palmyra, MO

2009 Chevrolet Silverado 1500 1LT

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

2009 Chevrolet Silverado 1500 1LT

Keokuk, IA

UnscoredModerate · 20
$10,999204,417 mi

Comparison: 20 similar vehicles

Keokuk, IA

2011 GMC Sierra 1500 SLE

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

2011 GMC Sierra 1500 SLE

Rushville, IL

UnscoredInsufficient · 3
$11,450122,000 mi

Comparison: 3 similar vehicles

Rushville, IL

2019 Nissan Frontier S

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

2019 Nissan Frontier S

Paris, MO

UnscoredInsufficient · 3
$11,50097,000 mi

Comparison: 3 similar vehicles

Paris, MO

1999 GMC Sierra SLE

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

1999 GMC Sierra SLE

Paris, MO

UnscoredInsufficient · 0
$11,500199,000 mi

Paris, MO

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

Quincy, IL

UnscoredRobust · 100
$11,997210,569 mi

Comparison: 100 similar vehicles

Quincy, IL

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

Quincy, IL

UnscoredModerate · 38
$12,900164,042 mi

Comparison: 38 similar vehicles

Quincy, IL

2016 Chevrolet Colorado Z71

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

2016 Chevrolet Colorado Z71

Quincy, IL

UnscoredRobust · 73
$12,900197,761 mi

Comparison: 73 similar vehicles

Quincy, IL

2012 GMC Canyon SLE

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

2012 GMC Canyon SLE

Fort Madison, IA

UnscoredInsufficient · 0
$12,900159,803 mi

Fort Madison, IA

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Keokuk, IA

UnscoredInsufficient · 3
$12,990127,274 mi

Comparison: 3 similar vehicles

Keokuk, IA

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

Hannibal, MO

UnscoredRobust · 55
$12,990196,637 mi

Comparison: 55 similar vehicles

Hannibal, MO

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

Quincy, IL

UnscoredLimited · 16
$12,990178,719 mi

Comparison: 16 similar vehicles

Quincy, IL

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

Hannibal, MO

UnscoredLimited · 6
$12,995201,000 mi

Comparison: 6 similar vehicles

Hannibal, MO

2002 Ford F-250 Super Duty Lariat

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

2002 Ford F-250 Super Duty Lariat

Carthage, IL

UnscoredInsufficient · 0
$12,995Mileage not verified

Carthage, IL

2012 Toyota Tundra Limited

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

2012 Toyota Tundra Limited

Quincy, IL

UnscoredInsufficient · 0
$13,777250,123 mi

Quincy, IL

2012 Ford F-150 FX4

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

2012 Ford F-150 FX4

Quincy, IL

UnscoredLimited · 16
$13,900144,144 mi

Comparison: 16 similar vehicles

Quincy, IL

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

Hannibal, MO

UnscoredLimited · 6
$13,995175,000 mi

Comparison: 6 similar vehicles

Hannibal, MO

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Quincy, IL

UnscoredRobust · 139
$14,900141,578 mi

Comparison: 139 similar vehicles

Quincy, IL

2016 RAM 1500 Pickup Lone Star

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

2016 RAM 1500 Pickup Lone Star

Quincy, IL

UnscoredInsufficient · 0
$14,900129,850 mi

Quincy, IL

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

Fort Madison, IA

UnscoredInsufficient · 0
$14,900255,077 mi

Fort Madison, IA

2010 Chevrolet Colorado 2LT

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

2010 Chevrolet Colorado 2LT

Fort Madison, IA

UnscoredLimited · 5
$14,900118,452 mi

Comparison: 5 similar vehicles

Fort Madison, IA

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Perry, MO

UnscoredLimited · 12
$14,950146,249 mi

Comparison: 12 similar vehicles

Perry, MO

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

Fort Madison, IA

UnscoredModerate · 22
$14,991161,977 mi

Comparison: 22 similar vehicles

Fort Madison, IA

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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