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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 10, 2026

7.3M+

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

5,511 listings found

2007 Chevrolet Silverado 1500

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

2007 Chevrolet Silverado 1500

Hubbard, IA

UnscoredInsufficient · 0
$1,950286,778 mi

Hubbard, IA

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Hubbard, IA

Unscored
$1,950263,574 mi

Comparison: 9 similar vehicles

Hubbard, IA

2011 Buick Enclave CXL-1

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

2011 Buick Enclave CXL-1

Boone, IA

Unscored
$2,000187,376 mi

Comparison: 19 similar vehicles

Boone, IA

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Algona, IA

Unscored
$2,175223,494 mi

Comparison: 5 similar vehicles

Algona, IA

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

Fort Dodge, IA

UnscoredInsufficient · 0
$2,179222,419 mi

Fort Dodge, IA

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Fort Dodge, IA

UnscoredInsufficient · 0
$2,179217,511 mi

Fort Dodge, IA

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

Fort Dodge, IA

Unscored
$2,179157,263 mi

Comparison: 13 similar vehicles

Fort Dodge, IA

2008 Subaru Tribeca Limited

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

2008 Subaru Tribeca Limited

West Bend, IA

UnscoredInsufficient · 0
$2,500251,701 mi

West Bend, IA

2007 Ford Explorer Eddie Bauer

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

2007 Ford Explorer Eddie Bauer

Boone, IA

UnscoredInsufficient · 0
$2,500255,457 mi

Boone, IA

1988 Chrysler Lebaron

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

1988 Chrysler Lebaron

Rockwell City, IA

UnscoredInsufficient · 0
$2,930101,252 mi

Rockwell City, IA

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Hubbard, IA

Unscored
$2,950216,241 mi

Comparison: 6 similar vehicles

Hubbard, IA

2005 Buick Rendezvous CX AWD

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

2005 Buick Rendezvous CX AWD

Hubbard, IA

UnscoredInsufficient · 0
$2,950107,126 mi

Hubbard, IA

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

Hubbard, IA

UnscoredInsufficient · 0
$2,950173,172 mi

Hubbard, IA

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

Hubbard, IA

UnscoredInsufficient · 0
$2,950136,137 mi

Hubbard, IA

2005 Nissan Xterra Off-Road

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

2005 Nissan Xterra Off-Road

Mason City, IA

UnscoredInsufficient · 0
$2,995151,000 mi

Mason 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

Mason City, IA

Unscored
$3,000208,900 mi

Comparison: 25 similar vehicles

Mason City, IA

2011 Chevrolet Traverse LS

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

2011 Chevrolet Traverse LS

Boone, IA

UnscoredInsufficient · 3
$3,000127,581 mi

Comparison: 3 similar vehicles

Boone, IA

2001 Ford Escape XLT

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

2001 Ford Escape XLT

Rockwell City, IA

UnscoredInsufficient · 0
$3,170192,448 mi

Rockwell City, IA

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Algona, IA

Unscored
$3,175189,261 mi

Comparison: 71 similar vehicles

Algona, IA

2007 Chevrolet Suburban LT

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

2007 Chevrolet Suburban LT

Algona, IA

Salvage title
$3,175235,766 mi

Algona, IA

2006 Nissan Murano SL

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

2006 Nissan Murano SL

Boone, IA

UnscoredInsufficient · 0
$3,200218,376 mi

Boone, IA

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Ames, IA

Unscored
$3,378151,493 mi

Comparison: 24 similar vehicles

Ames, IA

2010 Nissan Altima S

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

2010 Nissan Altima S

Ames, IA

UnscoredInsufficient · 0
$3,378196,052 mi

Ames, IA

2008 Saturn Aura XE

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

2008 Saturn Aura XE

Hubbard, IA

UnscoredInsufficient · 0
$3,450185,126 mi

Hubbard, IA

2009 Jeep Patriot Limited

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

2009 Jeep Patriot Limited

Boone, IA

UnscoredInsufficient · 0
$3,500189,214 mi

Boone, IA

2006 Dodge Stratus SXT

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

2006 Dodge Stratus SXT

Mason City, IA

Unscored
$3,599171,738 mi

Comparison: 10 similar vehicles

Mason City, IA

2011 Chevrolet Malibu LTZ

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

2011 Chevrolet Malibu LTZ

Mason City, IA

Salvage title
$3,657190,790 mi

Mason City, IA

2003 Jeep Grand Cherokee LAREDO

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

2003 Jeep Grand Cherokee LAREDO

Iowa Falls, IA

Salvage title
$3,800217,955 mi

Iowa Falls, IA

2010 Mazda MAZDA6 s Touring

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

2010 Mazda MAZDA6 s Touring

Hubbard, IA

UnscoredInsufficient · 0
$3,950252,966 mi

Hubbard, IA

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Hubbard, IA

Unscored
$3,950188,495 mi

Comparison: 10 similar vehicles

Hubbard, IA

2007 Jeep Grand Cherokee Limited

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

2007 Jeep Grand Cherokee Limited

Iowa Falls, IA

UnscoredInsufficient · 4
$3,995160,860 mi

Comparison: 4 similar vehicles

Iowa Falls, IA

2001 Mercury Grand Marquis LS

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

2001 Mercury Grand Marquis LS

Mason City, IA

UnscoredInsufficient · 0
$4,129211,048 mi

Mason City, IA

2013 Buick Encore Leather

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

2013 Buick Encore Leather

Algona, IA

UnscoredInsufficient · 3
$4,175137,289 mi

Comparison: 3 similar vehicles

Algona, IA

2012 Mazda MAZDA3 i Sport

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

2012 Mazda MAZDA3 i Sport

Algona, IA

UnscoredInsufficient · 3
$4,175121,436 mi

Comparison: 3 similar vehicles

Algona, IA

2007 Cadillac Escalade Base

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

2007 Cadillac Escalade Base

Fort Dodge, IA

Unscored
$4,179167,951 mi

Comparison: 8 similar vehicles

Fort Dodge, IA

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Hubbard, IA

Unscored
$4,250206,187 mi

Comparison: 5 similar vehicles

Hubbard, IA

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

Boone, IA

UnscoredInsufficient · 0
$4,324193,084 mi

Boone, IA

2012 Nissan Versa SV

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

2012 Nissan Versa SV

Mason City, IA

UnscoredInsufficient · 3
$4,329156,836 mi

Comparison: 3 similar vehicles

Mason City, IA

2010 Dodge Grand Caravan Crew

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

2010 Dodge Grand Caravan Crew

Iowa Falls, IA

UnscoredInsufficient · 0
$4,495178,519 mi

Iowa Falls, IA

2007 Pontiac Grand Prix GP

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

2007 Pontiac Grand Prix GP

Forest City, IA

Unscored
$4,569214,044 mi

Comparison: 5 similar vehicles

Forest City, IA

2007 Ford Taurus SE

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

2007 Ford Taurus SE

Mason City, IA

UnscoredInsufficient · 0
$4,629105,425 mi

Mason 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

Webster City, IA

Unscored
$4,900235,249 mi

Comparison: 7 similar vehicles

Webster City, IA

2014 Chrysler Town & Country Touring-L

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

2014 Chrysler Town & Country Touring-L

Rockwell City, IA

Unscored
$4,950204,000 mi

Comparison: 8 similar vehicles

Rockwell City, IA

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Hubbard, IA

Unscored
$4,950161,184 mi

Comparison: 31 similar vehicles

Hubbard, IA

2009 Mercedes-Benz C-Class C300 Luxury

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

2009 Mercedes-Benz C-Class C300 Luxury

Hubbard, IA

UnscoredInsufficient · 0
$4,950123,115 mi

Hubbard, IA

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Mason City, IA

Unscored
$4,970122,826 mi

Comparison: 10 similar vehicles

Mason City, IA

2014 Kia Soul Base

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

2014 Kia Soul Base

Iowa Falls, IA

Unscored
$4,995189,164 mi

Comparison: 6 similar vehicles

Iowa Falls, IA

2013 Chevrolet Silverado 1500 Work Truck

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

2013 Chevrolet Silverado 1500 Work Truck

Mason City, IA

Unscored
$4,995295,949 mi

Comparison: 8 similar vehicles

Mason City, IA

2012 Chrysler 200 Limited

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

2012 Chrysler 200 Limited

Mason City, IA

Unscored
$4,998160,577 mi

Comparison: 6 similar vehicles

Mason City, IA

2008 Kia Sportage LX

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

2008 Kia Sportage LX

Mason City, IA

UnscoredInsufficient · 0
$4,999165,202 mi

Mason 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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