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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 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

7,219 listings found

2002 Dodge Ram 1500 Pickup SLT

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

2002 Dodge Ram 1500 Pickup SLT

Redfield, SD

UnscoredInsufficient · 3
$2,148201,946 mi

Comparison: 3 similar vehicles

Redfield, SD

2000 Chevrolet S-10 Base

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

2000 Chevrolet S-10 Base

Chamberlain, SD

UnscoredInsufficient · 0
$2,288138,676 mi

Chamberlain, SD

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

Sturgis, SD

UnscoredInsufficient · 0
$2,499200,950 mi

Sturgis, SD

2000 Chevrolet Silverado BASE

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

2000 Chevrolet Silverado BASE

Sioux Falls, SD

UnscoredInsufficient · 0
$2,500258,000 mi

Sioux Falls, SD

1999 Ford F-250 XL

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

1999 Ford F-250 XL

Aberdeen, SD

UnscoredInsufficient · 0
$2,668181,829 mi

Aberdeen, SD

1999 Ford F-150 LARIAT

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

1999 Ford F-150 LARIAT

Aberdeen, SD

UnscoredInsufficient · 0
$2,668165,986 mi

Aberdeen, SD

2011 Chevrolet Silverado 1500 Work Truck

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

2011 Chevrolet Silverado 1500 Work Truck

Redfield, SD

UnscoredInsufficient · 0
$2,698293,412 mi

Redfield, SD

2003 Chevrolet Silverado 1500HD LS

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

2003 Chevrolet Silverado 1500HD LS

Winner, SD

UnscoredInsufficient · 0
$3,497174,970 mi

Winner, SD

2008 Honda Ridgeline RT

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

2008 Honda Ridgeline RT

Garretson, SD

UnscoredInsufficient · 0
$3,500196,560 mi

Garretson, SD

2007 Ford Explorer Sport Trac Limited

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

2007 Ford Explorer Sport Trac Limited

Harrisburg, SD

UnscoredInsufficient · 0
$3,500147,351 mi

Harrisburg, SD

2006 Dodge Dakota SLT

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

2006 Dodge Dakota SLT

Watertown, SD

UnscoredInsufficient · 0
$3,609134,213 mi

Watertown, SD

2003 Chevrolet Silverado 1500 LS

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

2003 Chevrolet Silverado 1500 LS

Redfield, SD

UnscoredInsufficient · 4
$3,698268,836 mi

Comparison: 4 similar vehicles

Redfield, SD

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Garretson, SD

UnscoredLimited · 17
$3,950229,508 mi

Comparison: 17 similar vehicles

Garretson, SD

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Garretson, SD

UnscoredLimited · 10
$3,950141,793 mi

Comparison: 10 similar vehicles

Garretson, SD

2009 GMC Canyon WT

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

2009 GMC Canyon WT

Chamberlain, SD

UnscoredInsufficient · 0
$3,988111,518 mi

Chamberlain, SD

2001 Chevrolet Silverado LS

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

2001 Chevrolet Silverado LS

Brookings, SD

UnscoredInsufficient · 0
$3,995256,354 mi

Brookings, SD

1999 GMC Sierra SLE

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

1999 GMC Sierra SLE

Rapid City, SD

UnscoredInsufficient · 0
$3,995254,282 mi

Rapid City, SD

1998 Dodge Dakota Base

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

1998 Dodge Dakota Base

Sioux Falls, SD

UnscoredInsufficient · 0
$3,99592,602 mi

Sioux Falls, SD

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

Sioux Falls, SD

UnscoredLimited · 11
$4,000190,000 mi

Comparison: 11 similar vehicles

Sioux Falls, SD

2006 Dodge Ram 1500 Pickup SLT

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

2006 Dodge Ram 1500 Pickup SLT

Watertown, SD

UnscoredLimited · 6
$4,109136,022 mi

Comparison: 6 similar vehicles

Watertown, SD

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Aberdeen, SD

UnscoredLimited · 12
$4,188126,338 mi

Comparison: 12 similar vehicles

Aberdeen, SD

2002 Ford F-150 XLT

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

2002 Ford F-150 XLT

Chamberlain, SD

UnscoredLimited · 5
$4,400278,506 mi

Comparison: 5 similar vehicles

Chamberlain, SD

2010 Ford F-150 Lariat

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

2010 Ford F-150 Lariat

Watertown, SD

UnscoredLimited · 13
$4,499192,063 mi

Comparison: 13 similar vehicles

Watertown, SD

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

Watertown, SD

UnscoredModerate · 20
$4,499222,284 mi

Comparison: 20 similar vehicles

Watertown, SD

2012 RAM 1500 Pickup Big Horn/Lone Star

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

2012 RAM 1500 Pickup Big Horn/Lone Star

Watertown, SD

UnscoredLimited · 6
$4,500234,612 mi

Comparison: 6 similar vehicles

Watertown, SD

2005 Ford F-150 Lariat

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

2005 Ford F-150 Lariat

Sioux Falls, SD

UnscoredLimited · 6
$4,500240,000 mi

Comparison: 6 similar vehicles

Sioux Falls, SD

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

Spearfish, SD

UnscoredInsufficient · 0
$4,748335,123 mi

Spearfish, SD

2011 Chevrolet Silverado 1500 LTZ

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

2011 Chevrolet Silverado 1500 LTZ

Sturgis, SD

UnscoredInsufficient · 0
$4,801183,000 mi

Sturgis, SD

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

Spearfish, SD

UnscoredInsufficient · 0
$4,878208,042 mi

Spearfish, SD

1998 GMC Sierra SL

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

1998 GMC Sierra SL

Sturgis, SD

UnscoredInsufficient · 0
$4,900258,000 mi

Sturgis, SD

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

Sturgis, SD

UnscoredInsufficient · 0
$4,901173,576 mi

Sturgis, SD

2002 Ford F-150 XLT

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

2002 Ford F-150 XLT

Chamberlain, SD

UnscoredLimited · 5
$4,988187,283 mi

Comparison: 5 similar vehicles

Chamberlain, SD

1999 Dodge Ram Pickup ST

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

1999 Dodge Ram Pickup ST

Chamberlain, SD

UnscoredInsufficient · 0
$4,988155,291 mi

Chamberlain, SD

2002 Chevrolet Silverado 2500HD base

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

2002 Chevrolet Silverado 2500HD base

Beresford, SD

UnscoredInsufficient · 0
$4,995340,000 mi

Beresford, SD

2008 Chevrolet Silverado 1500 1LT

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

2008 Chevrolet Silverado 1500 1LT

Watertown, SD

UnscoredLimited · 10
$4,999207,616 mi

Comparison: 10 similar vehicles

Watertown, SD

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

Watertown, SD

UnscoredLimited · 12
$5,000200,764 mi

Comparison: 12 similar vehicles

Watertown, SD

2004 Dodge Dakota Sport

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

2004 Dodge Dakota Sport

Brookings, SD

UnscoredInsufficient · 0
$5,000Mileage not verified

Brookings, SD

1997 Dodge Dakota Base

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

1997 Dodge Dakota Base

Rapid City, SD

UnscoredInsufficient · 0
$5,000202,222 mi

Rapid City, SD

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Watertown, SD

UnscoredLimited · 16
$5,149158,375 mi

Comparison: 16 similar vehicles

Watertown, SD

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

Redfield, SD

UnscoredLimited · 10
$5,178186,540 mi

Comparison: 10 similar vehicles

Redfield, SD

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

Redfield, SD

UnscoredLimited · 8
$5,188179,569 mi

Comparison: 8 similar vehicles

Redfield, SD

2009 Ford F-150 XLT

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

2009 Ford F-150 XLT

Redfield, SD

Salvage title
$5,188227,319 mi

Redfield, SD

2007 Ford F-150 Lariat

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

2007 Ford F-150 Lariat

Vermillion, SD

UnscoredInsufficient · 4
$5,189242,724 mi

Comparison: 4 similar vehicles

Vermillion, SD

2001 Dodge Ram Pickup ST

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

2001 Dodge Ram Pickup ST

Redfield, SD

UnscoredInsufficient · 0
$5,198143,613 mi

Redfield, SD

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

Spearfish, SD

UnscoredInsufficient · 0
$5,286203,339 mi

Spearfish, SD

2002 Chevrolet Avalanche Base

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

2002 Chevrolet Avalanche Base

Rapid City, SD

UnscoredInsufficient · 3
$5,495239,393 mi

Comparison: 3 similar vehicles

Rapid City, SD

2001 Ford Ranger Edge Plus

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

2001 Ford Ranger Edge Plus

Winner, SD

UnscoredInsufficient · 0
$5,497162,560 mi

Winner, SD

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

Watertown, SD

UnscoredInsufficient · 4
$5,609250,601 mi

Comparison: 4 similar vehicles

Watertown, SD

2004 GMC Sierra 2500HD SLE

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

2004 GMC Sierra 2500HD SLE

Redfield, SD

UnscoredInsufficient · 4
$5,688361,279 mi

Comparison: 4 similar vehicles

Redfield, SD

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

Pierre, SD

UnscoredInsufficient · 3
$5,800219,000 mi

Comparison: 3 similar vehicles

Pierre, SD

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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