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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

3,443 listings found

2003 Chevrolet Avalanche Base

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

2003 Chevrolet Avalanche Base

Del City, OK

UnscoredLimited · 7
$2,750200,000 mi

Comparison: 7 similar vehicles

Del City, OK

2001 Dodge Dakota Base

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

2001 Dodge Dakota Base

Enid, OK

UnscoredInsufficient · 0
$2,900191,000 mi

Enid, OK

1997 Nissan Truck BASE

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

1997 Nissan Truck BASE

Perry, OK

UnscoredInsufficient · 0
$3,710327,060 mi

Perry, OK

2008 Ford F-150 XL

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

2008 Ford F-150 XL

Oklahoma City, OK

UnscoredLimited · 8
$4,177170,801 mi

Comparison: 8 similar vehicles

Oklahoma City, OK

2007 Ford F-150 STX

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

2007 Ford F-150 STX

Oklahoma City, OK

UnscoredLimited · 7
$4,777156,461 mi

Comparison: 7 similar vehicles

Oklahoma City, OK

2010 Ford F-150 FX2

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

2010 Ford F-150 FX2

Oklahoma City, OK

UnscoredLimited · 6
$4,977239,747 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2001 Ford F-150 XL

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

2001 Ford F-150 XL

Oklahoma City, OK

UnscoredInsufficient · 0
$4,999175,528 mi

Oklahoma City, OK

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Oklahoma City, OK

UnscoredModerate · 22
$5,277Mileage not verified

Comparison: 22 similar vehicles

Oklahoma City, OK

2002 Chevrolet Silverado 1500 LS

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

2002 Chevrolet Silverado 1500 LS

Oklahoma City, OK

UnscoredInsufficient · 4
$5,277339,649 mi

Comparison: 4 similar vehicles

Oklahoma City, OK

2008 Dodge Dakota SXT

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

2008 Dodge Dakota SXT

Oklahoma City, OK

UnscoredInsufficient · 0
$5,660179,000 mi

Oklahoma City, OK

2006 Ford F-150 XL

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

2006 Ford F-150 XL

Oklahoma City, OK

UnscoredInsufficient · 4
$5,777137,046 mi

Comparison: 4 similar vehicles

Oklahoma City, OK

2006 Ford F-150 XLT

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

2006 Ford F-150 XLT

Oklahoma City, OK

UnscoredModerate · 25
$5,777226,933 mi

Comparison: 25 similar vehicles

Oklahoma City, OK

1999 Ford F-250 Super Duty XLT

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

1999 Ford F-250 Super Duty XLT

Oklahoma City, OK

UnscoredInsufficient · 3
$5,960317,000 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2003 Dodge Ram 1500 Pickup ST

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

2003 Dodge Ram 1500 Pickup ST

Oklahoma City, OK

UnscoredInsufficient · 0
$6,277167,939 mi

Oklahoma City, OK

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

Enid, OK

UnscoredInsufficient · 0
$6,400290,000 mi

Enid, OK

2007 Ford F-150 XLT

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

2007 Ford F-150 XLT

Oklahoma City, OK

UnscoredInsufficient · 3
$6,660156,000 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

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

Oklahoma City, OK

UnscoredLimited · 6
$6,777207,496 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2015 RAM 1500 Pickup Tradesman

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

2015 RAM 1500 Pickup Tradesman

Oklahoma City, OK

UnscoredLimited · 5
$6,995169,730 mi

Comparison: 5 similar vehicles

Oklahoma City, OK

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Enid, OK

UnscoredLimited · 19
$7,000255,000 mi

Comparison: 19 similar vehicles

Enid, OK

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

Enid, OK

UnscoredInsufficient · 3
$7,000232,000 mi

Comparison: 3 similar vehicles

Enid, OK

2006 GMC Sierra 1500 SLE1

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

2006 GMC Sierra 1500 SLE1

Oklahoma City, OK

UnscoredInsufficient · 0
$7,277197,645 mi

Oklahoma City, OK

2000 Ford F-350 Super Duty XL

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

2000 Ford F-350 Super Duty XL

Oklahoma City, OK

UnscoredInsufficient · 0
$7,777168,784 mi

Oklahoma City, OK

2016 Nissan Frontier S

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

2016 Nissan Frontier S

Stillwater, OK

UnscoredInsufficient · 0
$7,995110,187 mi

Stillwater, OK

2010 Nissan Frontier LE

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

2010 Nissan Frontier LE

Oklahoma City, OK

UnscoredInsufficient · 0
$7,995220,812 mi

Oklahoma City, OK

2004 Toyota Tacoma Base

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

2004 Toyota Tacoma Base

Oklahoma City, OK

UnscoredLimited · 7
$7,995173,350 mi

Comparison: 7 similar vehicles

Oklahoma City, OK

2017 Chevrolet Colorado Work Truck

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

2017 Chevrolet Colorado Work Truck

Oklahoma City, OK

UnscoredLimited · 10
$8,177156,672 mi

Comparison: 10 similar vehicles

Oklahoma City, OK

2016 RAM 1500 Pickup Sport

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

2016 RAM 1500 Pickup Sport

Oklahoma City, OK

UnscoredInsufficient · 0
$8,177192,287 mi

Oklahoma City, OK

2015 RAM 1500 Pickup Tradesman

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

2015 RAM 1500 Pickup Tradesman

Oklahoma City, OK

UnscoredLimited · 7
$8,177179,206 mi

Comparison: 7 similar vehicles

Oklahoma City, OK

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

Oklahoma City, OK

UnscoredLimited · 8
$8,277142,620 mi

Comparison: 8 similar vehicles

Oklahoma City, OK

2006 Chevrolet Silverado 1500 LT1

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

2006 Chevrolet Silverado 1500 LT1

Enid, OK

UnscoredLimited · 9
$8,500256,000 mi

Comparison: 9 similar vehicles

Enid, OK

2000 Chevrolet K3500 BASE

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

2000 Chevrolet K3500 BASE

Oklahoma City, OK

UnscoredInsufficient · 0
$8,577258,120 mi

Oklahoma City, OK

2011 GMC Sierra 1500 SL

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

2011 GMC Sierra 1500 SL

Perry, OK

UnscoredInsufficient · 0
$8,587201,927 mi

Perry, OK

2004 Dodge Ram 1500 Pickup SLT

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

2004 Dodge Ram 1500 Pickup SLT

Edmond, OK

UnscoredLimited · 7
$8,600169,113 mi

Comparison: 7 similar vehicles

Edmond, OK

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

Oklahoma City, OK

UnscoredLimited · 9
$8,694186,380 mi

Comparison: 9 similar vehicles

Oklahoma City, OK

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

Oklahoma City, OK

UnscoredLimited · 6
$8,777152,786 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2012 RAM 1500 Pickup Express

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

2012 RAM 1500 Pickup Express

Oklahoma City, OK

UnscoredInsufficient · 3
$8,777150,686 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2013 Nissan Titan PRO-4X

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

2013 Nissan Titan PRO-4X

Ponca City, OK

UnscoredInsufficient · 0
$8,900191,593 mi

Ponca City, OK

2012 Chevrolet Silverado 2500HD Work Truck

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

2012 Chevrolet Silverado 2500HD Work Truck

Oklahoma City, OK

UnscoredInsufficient · 3
$8,995151,933 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2011 Ford F-250 Super Duty XLT

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

2011 Ford F-250 Super Duty XLT

Oklahoma City, OK

UnscoredLimited · 10
$8,995215,154 mi

Comparison: 10 similar vehicles

Oklahoma City, OK

2011 Ford F-250 Super Duty XLT

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

2011 Ford F-250 Super Duty XLT

Edmond, OK

UnscoredLimited · 10
$8,995249,607 mi

Comparison: 10 similar vehicles

Edmond, OK

2004 Toyota Tundra SR5

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

2004 Toyota Tundra SR5

Oklahoma City, OK

UnscoredInsufficient · 0
$8,995227,743 mi

Oklahoma City, OK

2008 Ford F-150 XLT

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

2008 Ford F-150 XLT

Oklahoma City, OK

UnscoredLimited · 18
$9,177123,570 mi

Comparison: 18 similar vehicles

Oklahoma City, OK

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

Oklahoma City, OK

UnscoredLimited · 8
$9,477164,888 mi

Comparison: 8 similar vehicles

Oklahoma City, OK

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Oklahoma City, OK

UnscoredLimited · 10
$9,495234,655 mi

Comparison: 10 similar vehicles

Oklahoma City, OK

2011 Chevrolet Silverado 2500HD Work Truck

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

2011 Chevrolet Silverado 2500HD Work Truck

Edmond, OK

UnscoredLimited · 5
$9,500186,592 mi

Comparison: 5 similar vehicles

Edmond, OK

2008 Toyota Tundra SR5

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

2008 Toyota Tundra SR5

Perry, OK

UnscoredModerate · 20
$9,503266,477 mi

Comparison: 20 similar vehicles

Perry, OK

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Perry, OK

UnscoredModerate · 28
$9,749232,124 mi

Comparison: 28 similar vehicles

Perry, OK

2015 GMC Sierra 1500 SLE

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

2015 GMC Sierra 1500 SLE

Oklahoma City, OK

UnscoredLimited · 18
$9,777186,892 mi

Comparison: 18 similar vehicles

Oklahoma City, OK

2009 Dodge Ram 1500 Pickup ST

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

2009 Dodge Ram 1500 Pickup ST

Oklahoma City, OK

UnscoredInsufficient · 0
$9,777125,881 mi

Oklahoma City, OK

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

Oklahoma City, OK

UnscoredModerate · 23
$9,851241,843 mi

Comparison: 23 similar vehicles

Oklahoma City, OK

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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