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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

2,276 listings found

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Kalkaska, MI

UnscoredLimited · 9
$1,890251,035 mi

Comparison: 9 similar vehicles

Kalkaska, MI

2008 Nissan Xterra Off Road

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

2008 Nissan Xterra Off Road

Kalkaska, MI

UnscoredInsufficient · 0
$2,760179,653 mi

Kalkaska, MI

2010 Dodge Journey SXT

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

2010 Dodge Journey SXT

Houghton Lake, MI

UnscoredModerate · 30
$2,995205,105 mi

Comparison: 30 similar vehicles

Houghton Lake, MI

2011 BMW X3 xDrive28i

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

2011 BMW X3 xDrive28i

Kalkaska, MI

UnscoredInsufficient · 0
$3,274205,896 mi

Kalkaska, MI

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Gaylord, MI

UnscoredLimited · 17
$3,350179,787 mi

Comparison: 17 similar vehicles

Gaylord, MI

2014 Chevrolet Traverse 2LT

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

2014 Chevrolet Traverse 2LT

Clare, MI

UnscoredLimited · 17
$3,495226,112 mi

Comparison: 17 similar vehicles

Clare, MI

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

Mount Pleasant, MI

UnscoredLimited · 15
$3,495183,921 mi

Comparison: 15 similar vehicles

Mount Pleasant, MI

2011 Lincoln Navigator Base

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

2011 Lincoln Navigator Base

Gladwin, MI

UnscoredLimited · 7
$3,500228,527 mi

Comparison: 7 similar vehicles

Gladwin, MI

2012 Chevrolet Traverse LS

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

2012 Chevrolet Traverse LS

Kalkaska, MI

UnscoredLimited · 17
$3,574163,287 mi

Comparison: 17 similar vehicles

Kalkaska, MI

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Clare, MI

UnscoredModerate · 44
$3,595215,049 mi

Comparison: 44 similar vehicles

Clare, MI

2002 GMC Yukon SLE

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

2002 GMC Yukon SLE

West Branch, MI

UnscoredInsufficient · 0
$3,664217,172 mi

West Branch, MI

2014 Chevrolet Captiva Sport LT

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

2014 Chevrolet Captiva Sport LT

Traverse City, MI

UnscoredLimited · 8
$3,795195,730 mi

Comparison: 8 similar vehicles

Traverse City, MI

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Cadillac, MI

UnscoredModerate · 20
$3,990190,188 mi

Comparison: 20 similar vehicles

Cadillac, MI

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Gaylord, MI

UnscoredModerate · 39
$4,000173,109 mi

Comparison: 39 similar vehicles

Gaylord, MI

2008 Lincoln MKX Base

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

2008 Lincoln MKX Base

Kalkaska, MI

UnscoredLimited · 5
$4,278184,214 mi

Comparison: 5 similar vehicles

Kalkaska, MI

2008 Chevrolet Equinox LT

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

2008 Chevrolet Equinox LT

Gaylord, MI

UnscoredInsufficient · 3
$4,645117,480 mi

Comparison: 3 similar vehicles

Gaylord, MI

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Gaylord, MI

UnscoredLimited · 12
$4,784224,662 mi

Comparison: 12 similar vehicles

Gaylord, MI

2015 Hyundai Santa Fe Sport

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

2015 Hyundai Santa Fe Sport

Kalkaska, MI

UnscoredLimited · 5
$4,900233,223 mi

Comparison: 5 similar vehicles

Kalkaska, MI

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

Cadillac, MI

UnscoredLimited · 12
$4,990176,879 mi

Comparison: 12 similar vehicles

Cadillac, MI

2013 GMC Terrain SLE-2

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

2013 GMC Terrain SLE-2

Cadillac, MI

UnscoredLimited · 17
$4,990144,595 mi

Comparison: 17 similar vehicles

Cadillac, MI

2010 Jeep Wrangler Unlimited Sahara

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

2010 Jeep Wrangler Unlimited Sahara

Cadillac, MI

UnscoredLimited · 7
$4,990229,385 mi

Comparison: 7 similar vehicles

Cadillac, MI

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Houghton Lake, MI

UnscoredLimited · 9
$4,995418,200 mi

Comparison: 9 similar vehicles

Houghton Lake, MI

2008 GMC Yukon SLE2

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

2008 GMC Yukon SLE2

Mount Pleasant, MI

UnscoredInsufficient · 0
$4,995334,008 mi

Mount Pleasant, MI

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Kalkaska, MI

UnscoredRobust · 61
$5,000162,375 mi

Comparison: 61 similar vehicles

Kalkaska, MI

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

Gladwin, MI

UnscoredModerate · 40
$5,250204,535 mi

Comparison: 40 similar vehicles

Gladwin, MI

2007 Chevrolet Suburban LS

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

2007 Chevrolet Suburban LS

Gladwin, MI

UnscoredInsufficient · 0
$5,500227,587 mi

Gladwin, MI

2014 Chevrolet Traverse 2LT

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

2014 Chevrolet Traverse 2LT

Clare, MI

UnscoredLimited · 17
$5,595186,422 mi

Comparison: 17 similar vehicles

Clare, MI

2010 Chevrolet Equinox LS

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

2010 Chevrolet Equinox LS

Harrison, MI

UnscoredLimited · 7
$5,695216,443 mi

Comparison: 7 similar vehicles

Harrison, MI

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Mount Pleasant, MI

UnscoredRobust · 90
$5,755196,260 mi

Comparison: 90 similar vehicles

Mount Pleasant, MI

2015 Ford Escape SE

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

2015 Ford Escape SE

Gaylord, MI

UnscoredModerate · 45
$5,900148,609 mi

Comparison: 45 similar vehicles

Gaylord, MI

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Kalkaska, MI

Fair PriceModerate · 22
$5,900112,853 mi

Market: $4,800 – $11,311

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Kalkaska, MI

2010 Mazda Tribute i Touring

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

2010 Mazda Tribute i Touring

Kalkaska, MI

UnscoredInsufficient · 0
$5,900110,832 mi

Kalkaska, MI

2009 Jeep Grand Cherokee Laredo

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

2009 Jeep Grand Cherokee Laredo

Standish, MI

UnscoredInsufficient · 4
$5,964108,967 mi

Comparison: 4 similar vehicles

Standish, MI

2010 Chevrolet Equinox 2LT

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

2010 Chevrolet Equinox 2LT

Harrison, MI

UnscoredLimited · 13
$5,988219,440 mi

Comparison: 13 similar vehicles

Harrison, MI

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Cadillac, MI

UnscoredLimited · 5
$5,990165,097 mi

Comparison: 5 similar vehicles

Cadillac, MI

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Cadillac, MI

Fair PriceRobust · 92
$5,990101,104 mi

Market: $2,995 – $9,995

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Cadillac, MI

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Cadillac, MI

UnscoredRobust · 87
$5,990170,702 mi

Comparison: 87 similar vehicles

Cadillac, MI

2012 Nissan Murano S

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

2012 Nissan Murano S

Cadillac, MI

UnscoredInsufficient · 0
$5,990138,046 mi

Cadillac, MI

2016 Jeep Cherokee Sport

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

2016 Jeep Cherokee Sport

Clare, MI

UnscoredModerate · 49
$5,995158,555 mi

Comparison: 49 similar vehicles

Clare, MI

2015 Jeep Cherokee Trailhawk

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

2015 Jeep Cherokee Trailhawk

Houghton Lake, MI

UnscoredModerate · 39
$5,995209,744 mi

Comparison: 39 similar vehicles

Houghton Lake, MI

2011 Kia Sportage LX

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

2011 Kia Sportage LX

Houghton Lake, MI

UnscoredLimited · 7
$5,995184,520 mi

Comparison: 7 similar vehicles

Houghton Lake, MI

2009 Chevrolet Traverse LS

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

2009 Chevrolet Traverse LS

Houghton Lake, MI

UnscoredLimited · 7
$5,995152,939 mi

Comparison: 7 similar vehicles

Houghton Lake, MI

2008 Subaru Tribeca Limited

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

2008 Subaru Tribeca Limited

Cadillac, MI

UnscoredInsufficient · 0
$5,995164,546 mi

Cadillac, MI

2009 Chevrolet Traverse LTZ

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

2009 Chevrolet Traverse LTZ

Roscommon, MI

UnscoredInsufficient · 0
$6,114177,364 mi

Roscommon, MI

2012 Toyota Venza XLE

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

2012 Toyota Venza XLE

Mount Pleasant, MI

UnscoredInsufficient · 0
$6,130256,643 mi

Mount Pleasant, MI

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Lake City, MI

UnscoredRobust · 99
$6,268216,441 mi

Comparison: 99 similar vehicles

Lake City, MI

2010 Kia Sportage LX

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

2010 Kia Sportage LX

Houghton Lake, MI

UnscoredInsufficient · 0
$6,388110,693 mi

Houghton Lake, MI

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Gladwin, MI

UnscoredInsufficient · 4
$6,500152,738 mi

Comparison: 4 similar vehicles

Gladwin, MI

2005 Jeep Wrangler X

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

2005 Jeep Wrangler X

Gaylord, MI

UnscoredInsufficient · 0
$6,614133,255 mi

Gaylord, MI

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Mount Pleasant, MI

UnscoredRobust · 134
$6,775146,561 mi

Comparison: 134 similar vehicles

Mount Pleasant, MI

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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