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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

3,472 listings found

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

Tucson, AZ

Salvage title
$3,495190,090 mi

Tucson, AZ

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

Tucson, AZ

Salvage title
$4,995201,139 mi

Tucson, AZ

2000 Ford F-150 XLT

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

2000 Ford F-150 XLT

Tucson, AZ

UnscoredInsufficient · 0
$5,995122,070 mi

Tucson, AZ

2006 Nissan Titan SE

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

2006 Nissan Titan SE

Tucson, AZ

UnscoredInsufficient · 0
$5,999202,360 mi

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 4
$6,250269,072 mi

Comparison: 4 similar vehicles

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 3
$6,495232,000 mi

Comparison: 3 similar vehicles

Tucson, AZ

2013 Chevrolet Silverado 2500HD Work Truck

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

2013 Chevrolet Silverado 2500HD Work Truck

Tucson, AZ

UnscoredLimited · 5
$6,995202,591 mi

Comparison: 5 similar vehicles

Tucson, AZ

2005 Ford F-350 Super Duty XL

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

2005 Ford F-350 Super Duty XL

Rillito, AZ

UnscoredInsufficient · 0
$6,995159,982 mi

Rillito, AZ

2009 Ford Ranger Sport

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

2009 Ford Ranger Sport

Tucson, AZ

UnscoredInsufficient · 0
$6,999Mileage not verified

Tucson, AZ

2016 Ford F-250 Super Duty XL

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

2016 Ford F-250 Super Duty XL

Tucson, AZ

UnscoredInsufficient · 4
$7,500254,174 mi

Comparison: 4 similar vehicles

Tucson, AZ

2008 Dodge Ram 1500 Pickup SLT

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

2008 Dodge Ram 1500 Pickup SLT

Tucson, AZ

UnscoredInsufficient · 3
$7,900168,900 mi

Comparison: 3 similar vehicles

Tucson, AZ

2005 Chevrolet Colorado Z85

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

2005 Chevrolet Colorado Z85

Tucson, AZ

UnscoredInsufficient · 0
$7,900149,113 mi

Tucson, AZ

2005 Ford F-150 XL

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

2005 Ford F-150 XL

Tucson, AZ

UnscoredInsufficient · 0
$7,950156,858 mi

Tucson, AZ

2005 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2005 Chevrolet Silverado 3500 Chassis Cab Work Truck

Tucson, AZ

UnscoredInsufficient · 0
$7,988185,000 mi

Tucson, AZ

2012 Ford F-150 XL

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

2012 Ford F-150 XL

Tucson, AZ

UnscoredInsufficient · 3
$7,995194,997 mi

Comparison: 3 similar vehicles

Tucson, AZ

2012 Suzuki Equator Premium

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

2012 Suzuki Equator Premium

Tucson, AZ

UnscoredInsufficient · 0
$7,995160,402 mi

Tucson, AZ

2010 Honda Ridgeline RTS

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

2010 Honda Ridgeline RTS

Tucson, AZ

UnscoredInsufficient · 0
$7,995222,167 mi

Tucson, AZ

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

Rillito, AZ

UnscoredLimited · 16
$7,995142,129 mi

Comparison: 16 similar vehicles

Rillito, AZ

2007 Honda Ridgeline RT

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

2007 Honda Ridgeline RT

Tucson, AZ

UnscoredInsufficient · 0
$7,995192,757 mi

Tucson, AZ

2006 Toyota Tundra SR5

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

2006 Toyota Tundra SR5

Tucson, AZ

UnscoredLimited · 9
$7,995226,075 mi

Comparison: 9 similar vehicles

Tucson, AZ

2005 Chevrolet Silverado 2500HD Work

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

2005 Chevrolet Silverado 2500HD Work

Tucson, AZ

UnscoredInsufficient · 0
$7,995222,558 mi

Tucson, AZ

2003 Chevrolet Avalanche Base

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

2003 Chevrolet Avalanche Base

Tucson, AZ

UnscoredInsufficient · 0
$7,995150,862 mi

Tucson, AZ

2003 Toyota Tacoma Prerunner

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

2003 Toyota Tacoma Prerunner

Tucson, AZ

UnscoredInsufficient · 3
$7,995212,528 mi

Comparison: 3 similar vehicles

Tucson, AZ

2006 Ford Ranger XL

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

2006 Ford Ranger XL

Tucson, AZ

UnscoredInsufficient · 0
$7,999Mileage not verified

Tucson, AZ

2011 Chevrolet Colorado Work Truck

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

2011 Chevrolet Colorado Work Truck

Tucson, AZ

UnscoredInsufficient · 0
$8,199131,673 mi

Tucson, AZ

2013 RAM 1500 Pickup SLT

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

2013 RAM 1500 Pickup SLT

Tucson, AZ

UnscoredLimited · 6
$8,200167,740 mi

Comparison: 6 similar vehicles

Tucson, AZ

2009 Ford F-150 STX

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

2009 Ford F-150 STX

Tucson, AZ

UnscoredInsufficient · 0
$8,495170,435 mi

Tucson, AZ

2007 Ford Ranger XL

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

2007 Ford Ranger XL

Tucson, AZ

UnscoredInsufficient · 0
$8,495159,065 mi

Tucson, AZ

2004 Dodge Dakota SLT

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

2004 Dodge Dakota SLT

Tucson, AZ

UnscoredInsufficient · 0
$8,499154,206 mi

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 0
$8,699Mileage not verified

Tucson, AZ

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

Tucson, AZ

Fair PriceLimited · 13
$8,900119,720 mi

Market: $4,836 – $11,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Tucson, AZ

2001 Dodge Dakota SLT

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

2001 Dodge Dakota SLT

Tucson, AZ

UnscoredInsufficient · 0
$8,950105,025 mi

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 0
$8,995204,462 mi

Tucson, AZ

2010 RAM Dakota Big Horn (Lone Star)

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

2010 RAM Dakota Big Horn (Lone Star)

Tucson, AZ

UnscoredInsufficient · 0
$8,995146,161 mi

Tucson, AZ

2008 Lincoln Mark LT Base

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

2008 Lincoln Mark LT Base

Tucson, AZ

UnscoredInsufficient · 0
$8,995196,328 mi

Tucson, AZ

2007 Dodge Dakota SLT

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

2007 Dodge Dakota SLT

Tucson, AZ

UnscoredInsufficient · 0
$8,995125,737 mi

Tucson, AZ

2006 Ford F-150 STX

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

2006 Ford F-150 STX

Tucson, AZ

UnscoredInsufficient · 0
$8,995152,311 mi

Tucson, AZ

2008 Dodge Ram 1500 Pickup ST

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

2008 Dodge Ram 1500 Pickup ST

Tucson, AZ

UnscoredInsufficient · 0
$8,999162,025 mi

Tucson, AZ

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Tucson, AZ

UnscoredInsufficient · 0
$8,999154,777 mi

Tucson, AZ

2004 Ford F-350 Super Duty XL

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

2004 Ford F-350 Super Duty XL

Tucson, AZ

UnscoredLimited · 5
$8,999205,526 mi

Comparison: 5 similar vehicles

Tucson, AZ

2015 RAM 1500 Pickup Big Horn/Lone Star

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

2015 RAM 1500 Pickup Big Horn/Lone Star

Tucson, AZ

UnscoredModerate · 28
$9,098222,114 mi

Comparison: 28 similar vehicles

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 4
$9,500202,716 mi

Comparison: 4 similar vehicles

Tucson, AZ

2004 Cadillac Escalade EXT Base

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

2004 Cadillac Escalade EXT Base

Tucson, AZ

UnscoredInsufficient · 0
$9,579125,253 mi

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 4
$9,599174,590 mi

Comparison: 4 similar vehicles

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 3
$9,900191,732 mi

Comparison: 3 similar vehicles

Tucson, AZ

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Tucson, AZ

UnscoredLimited · 7
$9,950151,072 mi

Comparison: 7 similar vehicles

Tucson, AZ

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

Tucson, AZ

UnscoredLimited · 6
$9,950163,091 mi

Comparison: 6 similar vehicles

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 0
$9,950135,429 mi

Tucson, AZ

2015 Ford F-350 Super Duty XLT

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

2015 Ford F-350 Super Duty XLT

Tucson, AZ

UnscoredInsufficient · 0
$9,995268,159 mi

Tucson, AZ

2011 Nissan Titan SL

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

2011 Nissan Titan SL

Tucson, AZ

UnscoredInsufficient · 0
$9,995170,295 mi

Tucson, AZ

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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