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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

974 listings found

2002 Ford Explorer Sport Trac Value

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

2002 Ford Explorer Sport Trac Value

Nampa, ID

UnscoredInsufficient · 0
$3,995208,899 mi

Nampa, ID

2002 Ford Explorer Sport Trac Value

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

2002 Ford Explorer Sport Trac Value

Ontario, OR

UnscoredInsufficient · 0
$4,120250,090 mi

Ontario, OR

2005 Ford F-150 FX4

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

2005 Ford F-150 FX4

Nampa, ID

UnscoredInsufficient · 0
$4,500197,495 mi

Nampa, ID

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

Caldwell, ID

UnscoredInsufficient · 0
$4,675207,607 mi

Caldwell, ID

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

Nampa, ID

UnscoredInsufficient · 0
$4,999234,288 mi

Nampa, ID

2007 Ford F-150 XL

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

2007 Ford F-150 XL

Ontario, OR

UnscoredInsufficient · 0
$5,120177,956 mi

Ontario, OR

2012 Nissan Titan SL

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

2012 Nissan Titan SL

Nampa, ID

UnscoredInsufficient · 0
$5,995210,299 mi

Nampa, ID

2007 Dodge Ram 1500 Pickup Laramie

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

2007 Dodge Ram 1500 Pickup Laramie

Nampa, ID

UnscoredInsufficient · 0
$6,471270,000 mi

Nampa, ID

2009 Chevrolet Silverado 1500 Work Truck

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

2009 Chevrolet Silverado 1500 Work Truck

Ontario, OR

UnscoredInsufficient · 0
$6,625201,785 mi

Ontario, OR

2003 Dodge Dakota Sport

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

2003 Dodge Dakota Sport

Nampa, ID

UnscoredInsufficient · 0
$6,696173,610 mi

Nampa, ID

2017 Nissan Frontier SV

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

2017 Nissan Frontier SV

Nampa, ID

UnscoredInsufficient · 3
$6,995160,921 mi

Comparison: 3 similar vehicles

Nampa, ID

2011 Honda Ridgeline RTL

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

2011 Honda Ridgeline RTL

Nampa, ID

UnscoredInsufficient · 0
$6,995188,997 mi

Nampa, ID

2007 Chevrolet Avalanche LT

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

2007 Chevrolet Avalanche LT

Ontario, OR

UnscoredInsufficient · 0
$6,999155,907 mi

Ontario, OR

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

Nampa, ID

UnscoredInsufficient · 0
$6,999120,173 mi

Nampa, ID

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

Nampa, ID

UnscoredInsufficient · 0
$7,295175,100 mi

Nampa, ID

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

Nampa, ID

UnscoredLimited · 8
$7,500203,046 mi

Comparison: 8 similar vehicles

Nampa, ID

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

Nampa, ID

UnscoredInsufficient · 3
$7,544116,987 mi

Comparison: 3 similar vehicles

Nampa, ID

2007 Ford F-150 FX4

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

2007 Ford F-150 FX4

Nampa, ID

UnscoredInsufficient · 0
$7,795144,856 mi

Nampa, ID

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

Fruitland, ID

UnscoredInsufficient · 0
$7,995192,201 mi

Fruitland, ID

2005 Dodge Ram 1500 Pickup SLT

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

2005 Dodge Ram 1500 Pickup SLT

Caldwell, ID

UnscoredInsufficient · 0
$7,995150,894 mi

Caldwell, ID

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

Fruitland, ID

UnscoredInsufficient · 0
$7,997154,383 mi

Fruitland, ID

2005 Nissan Frontier LE

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

2005 Nissan Frontier LE

Nampa, ID

UnscoredInsufficient · 0
$7,999232,200 mi

Nampa, ID

2008 Dodge Ram 2500 Pickup SXT

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

2008 Dodge Ram 2500 Pickup SXT

Nampa, ID

UnscoredInsufficient · 0
$8,000165,688 mi

Nampa, ID

2012 RAM 1500 Pickup Tradesman

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

2012 RAM 1500 Pickup Tradesman

Ontario, OR

UnscoredInsufficient · 0
$8,120191,315 mi

Ontario, OR

2013 GMC Sierra 1500 SLT

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

2013 GMC Sierra 1500 SLT

Nampa, ID

UnscoredInsufficient · 0
$8,500226,152 mi

Nampa, ID

2004 Ford Explorer Sport Trac XLT

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

2004 Ford Explorer Sport Trac XLT

Caldwell, ID

UnscoredInsufficient · 0
$8,599144,494 mi

Caldwell, ID

2004 Chevrolet Silverado 1500 Work Truck

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

2004 Chevrolet Silverado 1500 Work Truck

Emmett, ID

UnscoredInsufficient · 0
$8,995192,183 mi

Emmett, ID

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

Caldwell, ID

UnscoredInsufficient · 0
$8,995144,475 mi

Caldwell, ID

2014 Chevrolet Silverado 1500 Work Truck 1WT

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

2014 Chevrolet Silverado 1500 Work Truck 1WT

Fruitland, ID

UnscoredInsufficient · 0
$8,997203,106 mi

Fruitland, ID

2008 Dodge Ram 1500 Pickup SXT

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

2008 Dodge Ram 1500 Pickup SXT

Fruitland, ID

UnscoredInsufficient · 0
$8,997147,274 mi

Fruitland, ID

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Nampa, ID

UnscoredLimited · 5
$9,000173,571 mi

Comparison: 5 similar vehicles

Nampa, ID

2009 Chevrolet Avalanche LS

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

2009 Chevrolet Avalanche LS

Caldwell, ID

UnscoredInsufficient · 0
$9,000164,175 mi

Caldwell, ID

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Caldwell, ID

UnscoredInsufficient · 0
$9,599216,673 mi

Caldwell, ID

2004 Ford F-250 Super Duty Lariat

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

2004 Ford F-250 Super Duty Lariat

Caldwell, ID

UnscoredInsufficient · 0
$9,599255,918 mi

Caldwell, ID

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

Nampa, ID

UnscoredModerate · 29
$9,696189,519 mi

Comparison: 29 similar vehicles

Nampa, ID

2017 Ford F-150 XL

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

2017 Ford F-150 XL

Payette, ID

UnscoredLimited · 7
$9,995169,514 mi

Comparison: 7 similar vehicles

Payette, ID

2011 RAM Dakota Big Horn (Lone Star)

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

2011 RAM Dakota Big Horn (Lone Star)

Nampa, ID

UnscoredInsufficient · 0
$9,995104,433 mi

Nampa, ID

2009 Dodge Dakota Big Horn

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

2009 Dodge Dakota Big Horn

Fruitland, ID

UnscoredInsufficient · 0
$9,995163,732 mi

Fruitland, ID

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

Nampa, ID

UnscoredLimited · 9
$9,999183,060 mi

Comparison: 9 similar vehicles

Nampa, ID

2009 Chevrolet Silverado 1500 Work Truck

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

2009 Chevrolet Silverado 1500 Work Truck

Ontario, OR

UnscoredInsufficient · 0
$9,999203,036 mi

Ontario, OR

2007 Nissan Titan LE

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

2007 Nissan Titan LE

Nampa, ID

UnscoredInsufficient · 0
$9,999177,760 mi

Nampa, ID

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Nampa, ID

UnscoredInsufficient · 4
$10,995168,243 mi

Comparison: 4 similar vehicles

Nampa, ID

2016 RAM 1500 ST

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

2016 RAM 1500 ST

Caldwell, ID

UnscoredInsufficient · 0
$10,995188,945 mi

Caldwell, ID

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

Fruitland, ID

UnscoredLimited · 9
$10,995184,944 mi

Comparison: 9 similar vehicles

Fruitland, ID

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

Caldwell, ID

UnscoredInsufficient · 0
$10,995185,730 mi

Caldwell, ID

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

Ontario, OR

UnscoredModerate · 29
$10,998189,583 mi

Comparison: 29 similar vehicles

Ontario, OR

2004 Chevrolet Avalanche Base

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

2004 Chevrolet Avalanche Base

Nampa, ID

UnscoredInsufficient · 4
$10,999172,589 mi

Comparison: 4 similar vehicles

Nampa, ID

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

Nampa, ID

UnscoredInsufficient · 4
$11,499151,707 mi

Comparison: 4 similar vehicles

Nampa, ID

2007 Nissan Frontier SE

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

2007 Nissan Frontier SE

Ontario, OR

UnscoredInsufficient · 3
$11,500153,197 mi

Comparison: 3 similar vehicles

Ontario, OR

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

Caldwell, ID

UnscoredLimited · 12
$11,599191,404 mi

Comparison: 12 similar vehicles

Caldwell, ID

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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