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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

5,093 listings found

2000 Ford Ranger XL

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

2000 Ford Ranger XL

Mount Vernon, IN

UnscoredInsufficient · 4
$3,000169,709 mi

Comparison: 4 similar vehicles

Mount Vernon, IN

2005 Nissan Titan SE

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

2005 Nissan Titan SE

Evansville, IN

UnscoredInsufficient · 0
$3,800217,712 mi

Evansville, IN

1998 Ford F-150 XL

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

1998 Ford F-150 XL

Owensboro, KY

UnscoredInsufficient · 0
$3,995190,988 mi

Owensboro, KY

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

Boonville, IN

UnscoredLimited · 15
$4,455199,959 mi

Comparison: 15 similar vehicles

Boonville, IN

2003 Ford F-150 XL

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

2003 Ford F-150 XL

Owensboro, KY

UnscoredLimited · 6
$4,495203,602 mi

Comparison: 6 similar vehicles

Owensboro, KY

2002 Dodge Dakota Sport

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

2002 Dodge Dakota Sport

Madisonville, KY

UnscoredInsufficient · 0
$4,811198,401 mi

Madisonville, KY

2002 Toyota Tundra SR5

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

2002 Toyota Tundra SR5

Mount Vernon, IN

UnscoredInsufficient · 3
$4,900204,734 mi

Comparison: 3 similar vehicles

Mount Vernon, IN

2010 GMC Sierra 1500 Work Truck

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

2010 GMC Sierra 1500 Work Truck

Mount Vernon, IN

UnscoredInsufficient · 0
$4,995228,415 mi

Mount Vernon, IN

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

Mount Vernon, IN

UnscoredLimited · 11
$4,995206,380 mi

Comparison: 11 similar vehicles

Mount Vernon, IN

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

Owensboro, KY

UnscoredLimited · 17
$4,995218,212 mi

Comparison: 17 similar vehicles

Owensboro, KY

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

Maceo, KY

Salvage title
$4,999210,000 mi

Maceo, KY

2009 Chevrolet Colorado Work Truck

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

2009 Chevrolet Colorado Work Truck

Princeton, IN

UnscoredInsufficient · 0
$5,900181,912 mi

Princeton, IN

2011 Ford F-150 STX

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

2011 Ford F-150 STX

Henderson, KY

UnscoredLimited · 5
$5,995172,671 mi

Comparison: 5 similar vehicles

Henderson, KY

2010 Ford Explorer Sport Trac Limited

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

2010 Ford Explorer Sport Trac Limited

Owensboro, KY

UnscoredInsufficient · 0
$5,995274,425 mi

Owensboro, KY

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

Mount Vernon, IN

UnscoredRobust · 64
$5,995251,527 mi

Comparison: 64 similar vehicles

Mount Vernon, IN

2008 Chevrolet Avalanche LS

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

2008 Chevrolet Avalanche LS

Owensboro, KY

UnscoredInsufficient · 4
$5,995215,685 mi

Comparison: 4 similar vehicles

Owensboro, KY

2010 RAM 1500 Pickup ST

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

2010 RAM 1500 Pickup ST

Vincennes, IN

UnscoredInsufficient · 0
$6,000183,667 mi

Vincennes, IN

2010 Nissan Frontier SE

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

2010 Nissan Frontier SE

Vincennes, IN

UnscoredLimited · 14
$6,000165,943 mi

Comparison: 14 similar vehicles

Vincennes, IN

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

Boonville, IN

UnscoredModerate · 28
$6,189125,284 mi

Comparison: 28 similar vehicles

Boonville, IN

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

McLeansboro, IL

UnscoredLimited · 8
$6,294207,059 mi

Comparison: 8 similar vehicles

McLeansboro, IL

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

Mount Vernon, IN

UnscoredModerate · 49
$6,810236,627 mi

Comparison: 49 similar vehicles

Mount Vernon, IN

2008 Ford F-250 Super Duty XL

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

2008 Ford F-250 Super Duty XL

Mount Vernon, IN

UnscoredLimited · 19
$6,900182,433 mi

Comparison: 19 similar vehicles

Mount Vernon, IN

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

Chandler, IN

UnscoredLimited · 12
$6,995160,000 mi

Comparison: 12 similar vehicles

Chandler, IN

2005 Chevrolet Silverado 1500 Base

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

2005 Chevrolet Silverado 1500 Base

Evansville, IN

UnscoredInsufficient · 0
$6,998126,802 mi

Evansville, IN

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

Owensboro, KY

UnscoredLimited · 6
$6,999176,109 mi

Comparison: 6 similar vehicles

Owensboro, KY

2016 Nissan Frontier SV

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

2016 Nissan Frontier SV

Madisonville, KY

UnscoredInsufficient · 3
$7,000214,881 mi

Comparison: 3 similar vehicles

Madisonville, KY

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

Mount Vernon, IN

UnscoredModerate · 34
$7,000196,774 mi

Comparison: 34 similar vehicles

Mount Vernon, IN

2012 Ford F-150 STX

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

2012 Ford F-150 STX

Evansville, IN

UnscoredInsufficient · 3
$7,447212,127 mi

Comparison: 3 similar vehicles

Evansville, IN

2006 Ford F-250 Super Duty Lariat

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

2006 Ford F-250 Super Duty Lariat

Mount Vernon, IN

UnscoredInsufficient · 3
$7,495140,353 mi

Comparison: 3 similar vehicles

Mount Vernon, IN

2010 Ford F-150 King Ranch

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

2010 Ford F-150 King Ranch

Oakland City, IN

UnscoredLimited · 14
$7,500316,327 mi

Comparison: 14 similar vehicles

Oakland City, IN

2009 GMC Sierra 1500 Work Truck

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

2009 GMC Sierra 1500 Work Truck

Princeton, IN

UnscoredInsufficient · 0
$7,900136,598 mi

Princeton, IN

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

Mount Vernon, IN

UnscoredLimited · 5
$7,995150,130 mi

Comparison: 5 similar vehicles

Mount Vernon, IN

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

Owensboro, KY

UnscoredLimited · 6
$7,995171,000 mi

Comparison: 6 similar vehicles

Owensboro, KY

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

Mount Vernon, IN

UnscoredRobust · 64
$8,000199,301 mi

Comparison: 64 similar vehicles

Mount Vernon, IN

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

Evansville, IN

UnscoredModerate · 24
$8,229161,685 mi

Comparison: 24 similar vehicles

Evansville, IN

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

McLeansboro, IL

UnscoredLimited · 11
$8,294263,171 mi

Comparison: 11 similar vehicles

McLeansboro, IL

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

Evansville, IN

UnscoredRobust · 73
$8,447178,794 mi

Comparison: 73 similar vehicles

Evansville, IN

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

Evansville, IN

UnscoredLimited · 6
$8,450188,349 mi

Comparison: 6 similar vehicles

Evansville, IN

2014 GMC Sierra 1500 SLT

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

2014 GMC Sierra 1500 SLT

Madisonville, KY

UnscoredModerate · 20
$8,700204,917 mi

Comparison: 20 similar vehicles

Madisonville, KY

2008 Ford Explorer Sport Trac XLT

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

2008 Ford Explorer Sport Trac XLT

Owensboro, KY

UnscoredInsufficient · 0
$8,975156,705 mi

Owensboro, KY

2006 Chevrolet Avalanche Base

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

2006 Chevrolet Avalanche Base

Owensboro, KY

UnscoredInsufficient · 0
$8,975180,222 mi

Owensboro, KY

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

Henderson, KY

UnscoredLimited · 6
$8,995194,087 mi

Comparison: 6 similar vehicles

Henderson, KY

No Photo

2012 Ford F-150 XL

Owensboro, KY

UnscoredLimited · 13
$8,995185,016 mi

Comparison: 13 similar vehicles

Owensboro, KY

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

Owensboro, KY

UnscoredLimited · 12
$8,995275,420 mi

Comparison: 12 similar vehicles

Owensboro, KY

2006 Ford F-250 Super Duty XL

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

2006 Ford F-250 Super Duty XL

Owensboro, KY

Salvage title
$8,995322,930 mi

Owensboro, KY

2008 GMC Sierra 1500 Work Truck

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

2008 GMC Sierra 1500 Work Truck

Madisonville, KY

UnscoredLimited · 12
$9,122165,010 mi

Comparison: 12 similar vehicles

Madisonville, KY

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

Evansville, IN

UnscoredInsufficient · 4
$9,410185,897 mi

Comparison: 4 similar vehicles

Evansville, IN

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

Evansville, IN

UnscoredLimited · 16
$9,447220,537 mi

Comparison: 16 similar vehicles

Evansville, IN

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

Evansville, IN

UnscoredRobust · 63
$9,450200,793 mi

Comparison: 63 similar vehicles

Evansville, IN

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

Madisonville, KY

UnscoredLimited · 5
$9,900124,767 mi

Comparison: 5 similar vehicles

Madisonville, KY

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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