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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 13, 2026

7.2M+

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

792 listings found

2005 Dodge Durango SLT

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

2005 Dodge Durango SLT

Shenandoah, IA

UnscoredInsufficient · 0
$2,000236,264 mi

Shenandoah, IA

2002 Cadillac Escalade Base

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

2002 Cadillac Escalade Base

Barnard, MO

UnscoredInsufficient · 0
$3,500207,948 mi

Barnard, MO

2009 Kia Sportage LX

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

2009 Kia Sportage LX

Plattsmouth, NE

UnscoredInsufficient · 0
$3,976110,108 mi

Plattsmouth, NE

2007 Hyundai Santa Fe SE

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

2007 Hyundai Santa Fe SE

Barnard, MO

UnscoredInsufficient · 0
$3,995184,791 mi

Barnard, MO

2013 Jeep Grand Cherokee Limited

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

2013 Jeep Grand Cherokee Limited

Plattsmouth, NE

UnscoredInsufficient · 3
$4,176225,830 mi

Comparison: 3 similar vehicles

Plattsmouth, NE

2005 Ford Escape XLT

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

2005 Ford Escape XLT

Barnard, MO

UnscoredInsufficient · 0
$4,250193,845 mi

Barnard, MO

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

Plattsmouth, NE

Unscored
$4,476221,021 mi

Comparison: 8 similar vehicles

Plattsmouth, NE

2006 Ford Escape Limited

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

2006 Ford Escape Limited

Barnard, MO

UnscoredInsufficient · 0
$4,500164,239 mi

Barnard, MO

2011 Chevrolet Equinox 2LT

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

2011 Chevrolet Equinox 2LT

Barnard, MO

Unscored
$4,600176,795 mi

Comparison: 5 similar vehicles

Barnard, MO

2008 Suzuki Grand Vitara Base

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

2008 Suzuki Grand Vitara Base

Barnard, MO

UnscoredInsufficient · 0
$4,995149,148 mi

Barnard, MO

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

Plattsmouth, NE

Unscored
$5,178178,621 mi

Comparison: 13 similar vehicles

Plattsmouth, NE

2006 Chevrolet Equinox LT

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

2006 Chevrolet Equinox LT

Red Oak, IA

UnscoredInsufficient · 0
$5,49595,601 mi

Red Oak, IA

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Barnard, MO

Unscored
$5,500185,604 mi

Comparison: 21 similar vehicles

Barnard, MO

2009 Chevrolet Traverse 1LT

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

2009 Chevrolet Traverse 1LT

Glenwood, IA

UnscoredInsufficient · 4
$5,990179,995 mi

Comparison: 4 similar vehicles

Glenwood, IA

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Barnard, MO

Fair PriceLimited · 18
$5,995113,526 mi

Market: $4,950 – $14,999

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Barnard, MO

2010 GMC Terrain SLE-2

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

2010 GMC Terrain SLE-2

Barnard, MO

UnscoredInsufficient · 0
$5,995166,221 mi

Barnard, MO

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Barnard, MO

UnscoredInsufficient · 3
$5,995200,116 mi

Comparison: 3 similar vehicles

Barnard, MO

No Photo

2008 GMC Acadia SLE

Creston, IA

UnscoredInsufficient · 0
$6,000134,700 mi

Creston, IA

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Barnard, MO

Unscored
$6,250125,844 mi

Comparison: 7 similar vehicles

Barnard, MO

2009 GMC Yukon SLT2

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

2009 GMC Yukon SLT2

Mount Ayr, IA

UnscoredInsufficient · 0
$6,450229,133 mi

Mount Ayr, IA

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Red Oak, IA

Unscored
$6,950188,745 mi

Comparison: 22 similar vehicles

Red Oak, IA

2011 Dodge Journey Crew

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

2011 Dodge Journey Crew

Red Oak, IA

UnscoredInsufficient · 0
$6,990Mileage not verified

Red Oak, IA

2018 Chevrolet Equinox Premier

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

2018 Chevrolet Equinox Premier

Maryville, MO

Unscored
$6,995179,281 mi

Comparison: 65 similar vehicles

Maryville, MO

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Creston, IA

Unscored
$7,149182,336 mi

Comparison: 21 similar vehicles

Creston, IA

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Plattsmouth, NE

Unscored
$7,234182,338 mi

Comparison: 20 similar vehicles

Plattsmouth, NE

2013 Buick Enclave Premium

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

2013 Buick Enclave Premium

Creston, IA

UnscoredInsufficient · 0
$8,10052,503 mi

Creston, IA

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Glenwood, IA

Unscored
$8,537103,601 mi

Comparison: 9 similar vehicles

Glenwood, IA

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Glenwood, IA

UnscoredInsufficient · 3
$8,990108,402 mi

Comparison: 3 similar vehicles

Glenwood, IA

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Glenwood, IA

Unscored
$8,990104,672 mi

Comparison: 7 similar vehicles

Glenwood, IA

2007 Ford Explorer XLT

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

2007 Ford Explorer XLT

Glenwood, IA

UnscoredInsufficient · 0
$8,990103,753 mi

Glenwood, IA

2004 Honda Pilot EX

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

2004 Honda Pilot EX

Glenwood, IA

Unscored
$8,990102,973 mi

Comparison: 5 similar vehicles

Glenwood, IA

2016 Cadillac SRX Premium Collection

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

2016 Cadillac SRX Premium Collection

Maryville, MO

UnscoredInsufficient · 3
$8,995156,629 mi

Comparison: 3 similar vehicles

Maryville, MO

2014 Jeep Cherokee Limited

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

2014 Jeep Cherokee Limited

Shenandoah, IA

Unscored
$8,995238,298 mi

Comparison: 14 similar vehicles

Shenandoah, IA

2013 INFINITI QX 56

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

2013 INFINITI QX 56

Shenandoah, IA

UnscoredInsufficient · 3
$8,995208,228 mi

Comparison: 3 similar vehicles

Shenandoah, IA

2009 Ford Explorer XLT

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

2009 Ford Explorer XLT

Maryville, MO

Unscored
$9,399160,813 mi

Comparison: 5 similar vehicles

Maryville, MO

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Red Oak, IA

Unscored
$9,400169,705 mi

Comparison: 20 similar vehicles

Red Oak, IA

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Creston, IA

Fair PriceRobust · 76
$9,500108,117 mi

Market: $3,324 – $12,995

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Creston, IA

2017 Buick Enclave Premium

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

2017 Buick Enclave Premium

Red Oak, IA

Unscored
$9,699203,645 mi

Comparison: 35 similar vehicles

Red Oak, IA

2015 Chevrolet Tahoe LTZ

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

2015 Chevrolet Tahoe LTZ

Glenwood, IA

Unscored
$9,900229,952 mi

Comparison: 7 similar vehicles

Glenwood, IA

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Red Oak, IA

Unscored
$9,990160,026 mi

Comparison: 14 similar vehicles

Red Oak, 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

Glenwood, IA

Fair PriceModerate · 32
$9,990117,737 mi

Market: $2,995 – $14,904

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 227 days listed (based on current market benchmarks)

Glenwood, IA

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Glenwood, IA

UnscoredInsufficient · 3
$9,990105,550 mi

Comparison: 3 similar vehicles

Glenwood, IA

2018 Ford Escape SE

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

2018 Ford Escape SE

Creston, IA

Unscored
$9,995162,065 mi

Comparison: 100 similar vehicles

Creston, IA

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Glenwood, IA

Unscored
$10,990124,556 mi

Comparison: 32 similar vehicles

Glenwood, IA

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Barnard, MO

Unscored
$10,995160,930 mi

Comparison: 99 similar vehicles

Barnard, MO

2013 Buick Enclave Convenience

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

2013 Buick Enclave Convenience

Shenandoah, IA

UnscoredInsufficient · 0
$10,995144,603 mi

Shenandoah, IA

2014 Jeep Grand Cherokee Laredo

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

2014 Jeep Grand Cherokee Laredo

Red Oak, IA

Unscored
$11,800186,502 mi

Comparison: 37 similar vehicles

Red Oak, IA

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Glenwood, IA

UnscoredInsufficient · 4
$11,99099,205 mi

Comparison: 4 similar vehicles

Glenwood, IA

2017 Jeep All-New Compass Latitude

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

2017 Jeep All-New Compass Latitude

Glenwood, IA

UnscoredInsufficient · 3
$11,990120,017 mi

Comparison: 3 similar vehicles

Glenwood, IA

2017 Hyundai Tucson Sport

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

2017 Hyundai Tucson Sport

Glenwood, IA

UnscoredInsufficient · 4
$11,990107,717 mi

Comparison: 4 similar vehicles

Glenwood, 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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