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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 · November 7, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

2,683 listings found

2007 Pontiac Grand Prix GT

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

2007 Pontiac Grand Prix GT

Sioux City, IA

UnscoredInsufficient · 0
$2,499195,175 mi

Sioux City, IA

2012 Jeep Compass Limited

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

2012 Jeep Compass Limited

Sioux City, IA

UnscoredInsufficient · 0
$2,800174,471 mi

Sioux City, IA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Sioux City, IA

Unscored
$2,900201,194 mi

Comparison: 8 similar vehicles

Sioux City, IA

2005 Chrysler PT Cruiser LIMITED

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

2005 Chrysler PT Cruiser LIMITED

Sioux City, IA

UnscoredInsufficient · 0
$2,900161,344 mi

Sioux City, IA

2013 Ford Escape SE

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

2013 Ford Escape SE

Sioux City, IA

Unscored
$2,950207,397 mi

Comparison: 18 similar vehicles

Sioux City, IA

2011 Lexus ES 350

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

2011 Lexus ES 350

Sioux City, IA

UnscoredInsufficient · 0
$2,950270,337 mi

Sioux City, IA

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

Sioux City, IA

Unscored
$2,950177,379 mi

Comparison: 23 similar vehicles

Sioux City, IA

1998 Toyota Sienna LE

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

1998 Toyota Sienna LE

Sioux City, IA

UnscoredInsufficient · 0
$2,950225,465 mi

Sioux City, IA

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Sioux City, IA

Unscored
$2,995213,145 mi

Comparison: 8 similar vehicles

Sioux City, IA

2008 Lincoln Navigator Luxury

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

2008 Lincoln Navigator Luxury

Sioux City, IA

UnscoredInsufficient · 0
$2,995245,222 mi

Sioux City, IA

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Sioux City, IA

UnscoredInsufficient · 0
$2,995257,268 mi

Sioux City, IA

2007 Mercury Milan Base

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

2007 Mercury Milan Base

Sioux City, IA

UnscoredInsufficient · 0
$2,995187,000 mi

Sioux City, IA

2015 Chevrolet Traverse LTZ

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

2015 Chevrolet Traverse LTZ

Sioux City, IA

Unscored
$2,999264,700 mi

Comparison: 8 similar vehicles

Sioux City, IA

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Sioux City, IA

Unscored
$3,100228,857 mi

Comparison: 5 similar vehicles

Sioux City, IA

2002 GMC Envoy SLT

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

2002 GMC Envoy SLT

Sioux City, IA

UnscoredInsufficient · 0
$3,174149,650 mi

Sioux City, IA

2013 Chrysler Town & Country Touring-L

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

2013 Chrysler Town & Country Touring-L

Sioux City, IA

Unscored
$3,400192,131 mi

Comparison: 5 similar vehicles

Sioux City, IA

2010 Chevrolet Malibu LTZ

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

2010 Chevrolet Malibu LTZ

Sioux City, IA

UnscoredInsufficient · 0
$3,400183,972 mi

Sioux City, IA

2008 Buick Lucerne CXL

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

2008 Buick Lucerne CXL

Sioux City, IA

Unscored
$3,400170,928 mi

Comparison: 9 similar vehicles

Sioux City, IA

2011 Chevrolet Cruze 2LT

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

2011 Chevrolet Cruze 2LT

Sioux City, IA

UnscoredInsufficient · 0
$3,450184,142 mi

Sioux City, IA

2008 Buick Lucerne CXS

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

2008 Buick Lucerne CXS

Sioux City, IA

UnscoredInsufficient · 0
$3,450161,598 mi

Sioux City, IA

2012 Volkswagen Tiguan SEL

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

2012 Volkswagen Tiguan SEL

Sioux City, IA

UnscoredInsufficient · 0
$3,499185,292 mi

Sioux City, IA

2012 Subaru Outback Premium

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

2012 Subaru Outback Premium

Sioux City, IA

UnscoredInsufficient · 0
$3,500246,176 mi

Sioux City, IA

2010 Ford Explorer XLT

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

2010 Ford Explorer XLT

Sioux City, IA

UnscoredInsufficient · 0
$3,500162,611 mi

Sioux City, IA

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

Sioux City, IA

Unscored
$3,500169,523 mi

Comparison: 14 similar vehicles

Sioux City, IA

2012 Volkswagen Golf Base

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

2012 Volkswagen Golf Base

Sioux City, IA

UnscoredInsufficient · 0
$3,600204,047 mi

Sioux City, IA

2010 Hyundai Sonata GLS

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

2010 Hyundai Sonata GLS

Sioux City, IA

UnscoredInsufficient · 0
$3,600108,157 mi

Sioux City, IA

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Sioux City, IA

Unscored
$3,700203,162 mi

Comparison: 9 similar vehicles

Sioux City, IA

2009 Ford Edge Limited

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

2009 Ford Edge Limited

Sioux City, IA

UnscoredInsufficient · 0
$3,750198,607 mi

Sioux City, IA

2007 Kia Rondo EX

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

2007 Kia Rondo EX

Sioux City, IA

UnscoredInsufficient · 0
$3,750182,413 mi

Sioux City, IA

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Sioux City, IA

Unscored
$3,795199,909 mi

Comparison: 9 similar vehicles

Sioux City, IA

2014 Dodge Grand Caravan SE

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

2014 Dodge Grand Caravan SE

Sioux City, IA

UnscoredInsufficient · 0
$3,800177,004 mi

Sioux City, IA

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Sioux City, IA

UnscoredInsufficient · 3
$3,800155,453 mi

Comparison: 3 similar vehicles

Sioux City, IA

2012 Chevrolet Captiva Sport LT

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

2012 Chevrolet Captiva Sport LT

Sioux City, IA

UnscoredInsufficient · 0
$3,800202,393 mi

Sioux City, IA

2009 Pontiac Vibe Base

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

2009 Pontiac Vibe Base

Sioux City, IA

Unscored
$3,800178,027 mi

Comparison: 5 similar vehicles

Sioux City, IA

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

Sioux City, IA

Salvage title
$3,800187,573 mi

Sioux City, IA

2015 Mitsubishi Outlander Sport ES

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

2015 Mitsubishi Outlander Sport ES

Sioux City, IA

UnscoredInsufficient · 0
$3,899234,222 mi

Sioux City, IA

2015 Subaru Outback Limited

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

2015 Subaru Outback Limited

Sioux City, IA

Unscored
$3,899315,165 mi

Comparison: 5 similar vehicles

Sioux City, IA

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Sioux City, IA

Unscored
$3,900212,421 mi

Comparison: 19 similar vehicles

Sioux City, IA

2008 Chevrolet Silverado 1500 LTZ

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

2008 Chevrolet Silverado 1500 LTZ

Sioux City, IA

UnscoredInsufficient · 4
$3,900252,223 mi

Comparison: 4 similar vehicles

Sioux City, IA

2007 Chevrolet Equinox LT

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

2007 Chevrolet Equinox LT

Sioux City, IA

UnscoredInsufficient · 0
$3,900163,607 mi

Sioux City, IA

2007 Volvo XC90 3.2

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

2007 Volvo XC90 3.2

Sioux City, IA

UnscoredInsufficient · 0
$3,900172,837 mi

Sioux City, IA

2006 Jeep Grand Cherokee Laredo

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

2006 Jeep Grand Cherokee Laredo

Sioux City, IA

Unscored
$3,900203,298 mi

Comparison: 26 similar vehicles

Sioux City, IA

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Sioux City, IA

UnscoredInsufficient · 0
$3,900117,893 mi

Sioux City, IA

2001 Chevrolet Express Base

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

2001 Chevrolet Express Base

Sioux City, IA

UnscoredInsufficient · 0
$3,900340,000 mi

Sioux City, IA

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Sioux City, IA

Unscored
$3,950219,295 mi

Comparison: 5 similar vehicles

Sioux City, IA

2010 Chrysler Town & Country Limited

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

2010 Chrysler Town & Country Limited

Sioux City, IA

UnscoredInsufficient · 0
$3,950183,672 mi

Sioux City, IA

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Sioux City, IA

UnscoredInsufficient · 0
$3,950223,123 mi

Sioux City, IA

2005 Honda CR-V EX

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

2005 Honda CR-V EX

Sioux City, IA

Salvage title
$3,950203,007 mi

Sioux City, IA

2005 Lexus ES 330

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

2005 Lexus ES 330

Sioux City, IA

UnscoredInsufficient · 0
$3,950230,719 mi

Sioux City, IA

2004 Chevrolet Silverado 1500 Z71

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

2004 Chevrolet Silverado 1500 Z71

Sioux City, IA

Unscored
$3,950266,550 mi

Comparison: 5 similar vehicles

Sioux City, IA

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 recently 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.
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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