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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 8, 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

3,691 listings found

1995 Ford Explorer XL

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

1995 Ford Explorer XL

Storm Lake, IA

UnscoredInsufficient · 0
$1,800187,360 mi

Storm Lake, 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

UnscoredInsufficient · 4
$2,175223,494 mi

Comparison: 4 similar vehicles

Algona, 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

2012 Toyota Sienna XLE

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

2012 Toyota Sienna XLE

Lake City, IA

Unscored
$2,500412,175 mi

Comparison: 5 similar vehicles

Lake City, 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

1999 Lexus ES 300

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

1999 Lexus ES 300

Spencer, IA

UnscoredInsufficient · 0
$2,500160,000 mi

Spencer, IA

1995 Chevrolet GMT400

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

1995 Chevrolet GMT400

Storm Lake, IA

UnscoredInsufficient · 0
$2,500274,580 mi

Storm Lake, 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

2009 Ford Edge SEL

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

2009 Ford Edge SEL

Storm Lake, IA

UnscoredInsufficient · 3
$3,000193,461 mi

Comparison: 3 similar vehicles

Storm Lake, 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: 82 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

Fort Dodge, IA

Salvage title
$3,175235,766 mi

Fort Dodge, 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
$3,179222,419 mi

Fort Dodge, IA

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Arnolds Park, IA

Unscored
$3,450229,232 mi

Comparison: 5 similar vehicles

Arnolds Park, IA

2002 Buick Century Custom

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

2002 Buick Century Custom

Storm Lake, IA

UnscoredInsufficient · 0
$3,500Mileage not verified

Storm Lake, IA

2000 Chrysler Concorde LXI

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

2000 Chrysler Concorde LXI

Storm Lake, IA

UnscoredInsufficient · 0
$3,500204,849 mi

Storm Lake, IA

1999 GMC Sierra

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

1999 GMC Sierra

Storm Lake, IA

UnscoredInsufficient · 0
$3,500240,130 mi

Storm Lake, IA

2009 Mazda CX-9 Grand Touring AWD

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

2009 Mazda CX-9 Grand Touring AWD

Storm Lake, IA

UnscoredInsufficient · 0
$3,580202,000 mi

Storm Lake, IA

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Storm Lake, IA

Unscored
$3,900216,705 mi

Comparison: 32 similar vehicles

Storm Lake, IA

2011 Chrysler Town & Country Touring

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

2011 Chrysler Town & Country Touring

Storm Lake, IA

Unscored
$3,900176,955 mi

Comparison: 8 similar vehicles

Storm Lake, IA

2005 Buick Rendezvous CX

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

2005 Buick Rendezvous CX

Sac City, IA

UnscoredInsufficient · 0
$3,900Mileage not verified

Sac City, IA

2013 GMC Acadia SLT1

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

2013 GMC Acadia SLT1

Storm Lake, IA

Unscored
$3,980161,542 mi

Comparison: 9 similar vehicles

Storm Lake, IA

2008 GMC Acadia SLT2

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

2008 GMC Acadia SLT2

Storm Lake, IA

Unscored
$4,000261,339 mi

Comparison: 8 similar vehicles

Storm Lake, IA

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Storm Lake, IA

UnscoredInsufficient · 3
$4,000237,187 mi

Comparison: 3 similar vehicles

Storm Lake, IA

2007 Ford Taurus SE

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

2007 Ford Taurus SE

Storm Lake, IA

UnscoredInsufficient · 4
$4,000207,679 mi

Comparison: 4 similar vehicles

Storm Lake, 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

Storm Lake, IA

UnscoredInsufficient · 0
$4,000266,986 mi

Storm Lake, IA

2004 Hyundai Santa Fe GLS

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

2004 Hyundai Santa Fe GLS

Storm Lake, IA

UnscoredInsufficient · 0
$4,000187,795 mi

Storm Lake, IA

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Odebolt, IA

UnscoredInsufficient · 3
$4,040170,345 mi

Comparison: 3 similar vehicles

Odebolt, IA

2014 Ford Escape SE

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

2014 Ford Escape SE

Odebolt, IA

Unscored
$4,040185,254 mi

Comparison: 47 similar vehicles

Odebolt, 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

2011 Chevrolet Traverse 2LT

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

2011 Chevrolet Traverse 2LT

Spencer, IA

Fair PriceLimited · 16
$4,180Mileage not verified

Market: $3,345 – $9,349

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Spencer, IA

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Arnolds Park, IA

Unscored
$4,250282,758 mi

Comparison: 12 similar vehicles

Arnolds Park, IA

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

Storm Lake, IA

Unscored
$4,500202,151 mi

Comparison: 34 similar vehicles

Storm Lake, IA

2007 Chevrolet Monte Carlo LS

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

2007 Chevrolet Monte Carlo LS

Storm Lake, IA

UnscoredInsufficient · 0
$4,500141,094 mi

Storm Lake, IA

2005 Honda Element LX

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

2005 Honda Element LX

Storm Lake, IA

UnscoredInsufficient · 0
$4,500205,040 mi

Storm Lake, IA

2001 Ford F-250 Super Duty XL

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

2001 Ford F-250 Super Duty XL

Storm Lake, IA

UnscoredInsufficient · 0
$4,500294,236 mi

Storm Lake, IA

1997 Dodge Dakota Base

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

1997 Dodge Dakota Base

Storm Lake, IA

UnscoredInsufficient · 0
$4,500134,065 mi

Storm Lake, IA

1995 Dodge Ram 1500

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

1995 Dodge Ram 1500

Storm Lake, IA

UnscoredInsufficient · 0
$4,500144,994 mi

Storm Lake, IA

2012 Chrysler Town & Country Touring-L

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

2012 Chrysler Town & Country Touring-L

Estherville, IA

Unscored
$4,660194,974 mi

Comparison: 10 similar vehicles

Estherville, 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: 6 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

2010 Chevrolet Silverado 2500HD 1LT

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

2010 Chevrolet Silverado 2500HD 1LT

Carroll, IA

Unscored
$5,000370,418 mi

Comparison: 12 similar vehicles

Carroll, IA

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Storm Lake, IA

UnscoredInsufficient · 3
$5,000199,069 mi

Comparison: 3 similar vehicles

Storm Lake, IA

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

Storm Lake, IA

Unscored
$5,000221,140 mi

Comparison: 6 similar vehicles

Storm Lake, IA

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Storm Lake, IA

UnscoredInsufficient · 4
$5,000203,107 mi

Comparison: 4 similar vehicles

Storm Lake, IA

2005 Dodge Dakota SLT

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

2005 Dodge Dakota SLT

Storm Lake, IA

Unscored
$5,000214,356 mi

Comparison: 15 similar vehicles

Storm Lake, IA

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

Storm Lake, IA

Unscored
$5,000225,297 mi

Comparison: 7 similar vehicles

Storm Lake, IA

1994 Pontiac Grand Am

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

1994 Pontiac Grand Am

Odebolt, IA

UnscoredInsufficient · 0
$5,040157,116 mi

Odebolt, IA

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Fort Dodge, IA

Unscored
$5,148170,429 mi

Comparison: 16 similar vehicles

Fort Dodge, 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
$5,179167,951 mi

Comparison: 8 similar vehicles

Fort Dodge, 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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