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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

1,464 listings found

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 · 0
$3,000193,461 mi

Storm Lake, IA

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Carroll, IA

UnscoredModerate · 20
$3,080168,079 mi

Comparison: 20 similar vehicles

Carroll, 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

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

UnscoredModerate · 48
$3,900216,705 mi

Comparison: 48 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

UnscoredLimited · 5
$4,000261,339 mi

Comparison: 5 similar vehicles

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
$4,000187,598 mi

Storm Lake, 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

UnscoredRobust · 53
$4,040185,254 mi

Comparison: 53 similar vehicles

Odebolt, 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
$4,180202,000 mi

Storm Lake, IA

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Templeton, IA

UnscoredLimited · 11
$4,295235,770 mi

Comparison: 11 similar vehicles

Templeton, IA

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Pocahontas, IA

UnscoredLimited · 18
$4,795155,333 mi

Comparison: 18 similar vehicles

Pocahontas, IA

2011 Chevrolet Traverse 2LT

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

2011 Chevrolet Traverse 2LT

Storm Lake, IA

UnscoredModerate · 23
$5,000191,808 mi

Comparison: 23 similar vehicles

Storm Lake, 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 · 4
$5,000199,069 mi

Comparison: 4 similar vehicles

Storm Lake, IA

2002 Chevrolet TrailBlazer LTZ

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

2002 Chevrolet TrailBlazer LTZ

Glidden, IA

UnscoredInsufficient · 0
$5,175149,411 mi

Glidden, 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

UnscoredLimited · 8
$5,179167,951 mi

Comparison: 8 similar vehicles

Fort Dodge, IA

2013 Jeep Patriot Latitude

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

2013 Jeep Patriot Latitude

Pocahontas, IA

UnscoredInsufficient · 4
$5,500164,849 mi

Comparison: 4 similar vehicles

Pocahontas, IA

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Storm Lake, IA

UnscoredLimited · 5
$5,500224,465 mi

Comparison: 5 similar vehicles

Storm Lake, 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

Storm Lake, IA

OverpricedLimited · 10
$5,500236,025 mi

Market: $3,650 – $5,178

Comparison: 10 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Storm Lake, IA

2002 Jeep Grand Cherokee LAREDO

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

2002 Jeep Grand Cherokee LAREDO

Storm Lake, IA

UnscoredInsufficient · 0
$5,500139,375 mi

Storm Lake, IA

2015 GMC Terrain SLE-1

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

2015 GMC Terrain SLE-1

Storm Lake, IA

UnscoredLimited · 15
$5,900180,123 mi

Comparison: 15 similar vehicles

Storm Lake, IA

2012 Mitsubishi Outlander GT

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

2012 Mitsubishi Outlander GT

Pocahontas, IA

UnscoredInsufficient · 0
$5,900197,370 mi

Pocahontas, IA

2006 Jeep Liberty Limited

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

2006 Jeep Liberty Limited

Storm Lake, IA

UnscoredInsufficient · 0
$5,900157,087 mi

Storm Lake, IA

2009 Nissan Rogue S

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

2009 Nissan Rogue S

Storm Lake, IA

UnscoredInsufficient · 3
$6,000171,038 mi

Comparison: 3 similar vehicles

Storm Lake, IA

2014 Nissan JUKE SV

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

2014 Nissan JUKE SV

Rockwell City, IA

UnscoredInsufficient · 0
$6,075160,315 mi

Rockwell City, IA

2013 Ford Expedition Limited

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

2013 Ford Expedition Limited

Pocahontas, IA

UnscoredLimited · 10
$6,080217,075 mi

Comparison: 10 similar vehicles

Pocahontas, IA

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Mapleton, IA

UnscoredLimited · 12
$6,094164,328 mi

Comparison: 12 similar vehicles

Mapleton, IA

2006 Toyota RAV4 Base

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

2006 Toyota RAV4 Base

Fort Dodge, IA

UnscoredLimited · 5
$6,124206,880 mi

Comparison: 5 similar vehicles

Fort Dodge, IA

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Odebolt, IA

UnscoredLimited · 6
$6,500164,497 mi

Comparison: 6 similar vehicles

Odebolt, IA

2007 Dodge Nitro SLT

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

2007 Dodge Nitro SLT

Storm Lake, IA

UnscoredInsufficient · 4
$6,500173,825 mi

Comparison: 4 similar vehicles

Storm Lake, IA

2014 Toyota Venza XLE

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

2014 Toyota Venza XLE

Sutherland, IA

UnscoredInsufficient · 0
$6,750246,848 mi

Sutherland, IA

2012 Chevrolet Captiva Sport 2LS

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

2012 Chevrolet Captiva Sport 2LS

Storm Lake, IA

UnscoredInsufficient · 0
$6,90097,838 mi

Storm Lake, IA

2007 Hummer H3

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

2007 Hummer H3

Storm Lake, IA

UnscoredLimited · 6
$6,900172,014 mi

Comparison: 6 similar vehicles

Storm Lake, IA

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Fort Dodge, IA

UnscoredModerate · 42
$6,946181,419 mi

Comparison: 42 similar vehicles

Fort Dodge, IA

2011 Lincoln Navigator Base

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

2011 Lincoln Navigator Base

Storm Lake, IA

UnscoredInsufficient · 0
$6,950242,217 mi

Storm Lake, IA

2012 Ford Edge Limited

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

2012 Ford Edge Limited

Storm Lake, IA

UnscoredLimited · 18
$6,980139,094 mi

Comparison: 18 similar vehicles

Storm Lake, IA

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Carroll, IA

UnscoredModerate · 33
$6,994135,258 mi

Comparison: 33 similar vehicles

Carroll, IA

2014 Dodge Durango Citadel

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

2014 Dodge Durango Citadel

Storm Lake, IA

UnscoredModerate · 20
$7,000201,578 mi

Comparison: 20 similar vehicles

Storm Lake, IA

2012 Jeep Compass Latitude

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

2012 Jeep Compass Latitude

Storm Lake, IA

UnscoredInsufficient · 4
$7,000168,216 mi

Comparison: 4 similar vehicles

Storm Lake, IA

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Storm Lake, IA

UnscoredModerate · 49
$7,000171,712 mi

Comparison: 49 similar vehicles

Storm Lake, IA

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Storm Lake, IA

UnscoredModerate · 20
$7,000208,080 mi

Comparison: 20 similar vehicles

Storm Lake, IA

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Odebolt, IA

UnscoredModerate · 35
$7,040250,254 mi

Comparison: 35 similar vehicles

Odebolt, IA

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Fort Dodge, IA

Fair PriceModerate · 44
$7,102119,040 mi

Market: $4,250 – $9,747

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Fort Dodge, IA

2015 Chevrolet Traverse LTZ

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

2015 Chevrolet Traverse LTZ

Denison, IA

UnscoredLimited · 11
$7,200135,582 mi

Comparison: 11 similar vehicles

Denison, IA

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Storm Lake, IA

UnscoredModerate · 38
$7,250169,679 mi

Comparison: 38 similar vehicles

Storm Lake, IA

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Storm Lake, IA

UnscoredRobust · 138
$7,500226,178 mi

Comparison: 138 similar vehicles

Storm Lake, IA

2018 Mitsubishi Outlander SE

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

2018 Mitsubishi Outlander SE

Storm Lake, IA

UnscoredInsufficient · 4
$7,900156,832 mi

Comparison: 4 similar vehicles

Storm Lake, IA

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Carroll, IA

UnscoredModerate · 45
$7,900173,581 mi

Comparison: 45 similar vehicles

Carroll, IA

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Storm Lake, IA

UnscoredRobust · 57
$7,900173,951 mi

Comparison: 57 similar vehicles

Storm Lake, IA

2015 Dodge Journey R/T

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

2015 Dodge Journey R/T

Storm Lake, IA

UnscoredInsufficient · 0
$7,900138,415 mi

Storm Lake, IA

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Storm Lake, IA

UnscoredModerate · 28
$7,900181,498 mi

Comparison: 28 similar vehicles

Storm Lake, IA

2014 Nissan Murano SL

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

2014 Nissan Murano SL

Storm Lake, IA

UnscoredLimited · 5
$7,900148,907 mi

Comparison: 5 similar vehicles

Storm Lake, 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 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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