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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 15, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

2,174 listings found

2007 Chevrolet Equinox LS

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

2007 Chevrolet Equinox LS

Gaylord, MI

UnscoredLimited · 12
$2,500172,027 mi

Comparison: 12 similar vehicles

Gaylord, MI

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

Gaylord, MI

UnscoredLimited · 7
$2,800190,071 mi

Comparison: 7 similar vehicles

Gaylord, MI

2015 Volkswagen Jetta S

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

2015 Volkswagen Jetta S

Gaylord, MI

UnscoredInsufficient · 0
$3,500178,657 mi

Gaylord, MI

2009 Chevrolet Silverado 1500 LS

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

2009 Chevrolet Silverado 1500 LS

Gaylord, MI

UnscoredInsufficient · 0
$3,500210,400 mi

Gaylord, MI

2000 BMW 3 Series Base

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

2000 BMW 3 Series Base

Cheboygan, MI

UnscoredInsufficient · 0
$4,304170,838 mi

Cheboygan, MI

2000 Dodge Grand Caravan SE

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

2000 Dodge Grand Caravan SE

Petoskey, MI

UnscoredInsufficient · 0
$4,59384,275 mi

Petoskey, 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

2001 Chevrolet Suburban Base

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

2001 Chevrolet Suburban Base

Gaylord, MI

UnscoredInsufficient · 0
$4,804211,668 mi

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

Fair PriceLimited · 11
$4,948224,662 mi

Market: $4,750 – $7,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Gaylord, MI

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Gaylord, MI

Fair PriceModerate · 44
$5,000162,375 mi

Market: $2,995 – $14,995

Comparison: 44 similar vehicles

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

Gaylord, MI

2011 GMC Acadia SLE

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

2011 GMC Acadia SLE

Cheboygan, MI

UnscoredInsufficient · 0
$5,030150,429 mi

Cheboygan, MI

2014 GMC Acadia SLE2

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

2014 GMC Acadia SLE2

Gaylord, MI

Fair PriceLimited · 11
$5,128186,290 mi

Market: $3,295 – $8,300

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

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

Gaylord, MI

Fair PriceModerate · 22
$5,900112,853 mi

Market: $4,500 – $11,311

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Gaylord, 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

Pickford, MI

UnscoredInsufficient · 0
$6,274184,897 mi

Pickford, MI

2013 Ford Escape SEL

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

2013 Ford Escape SEL

St. Ignace, MI

UnscoredLimited · 6
$6,477158,663 mi

Comparison: 6 similar vehicles

St. Ignace, MI

2016 Nissan Versa Note SV

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

2016 Nissan Versa Note SV

Gaylord, MI

UnscoredInsufficient · 0
$6,49581,968 mi

Gaylord, MI

2014 RAM 1500 Pickup Express

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

2014 RAM 1500 Pickup Express

Gaylord, MI

UnscoredModerate · 27
$6,546276,277 mi

Comparison: 27 similar vehicles

Gaylord, 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
$6,614133,204 mi

Gaylord, MI

2013 Hyundai Elantra GT Base

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

2013 Hyundai Elantra GT Base

Charlevoix, MI

UnscoredInsufficient · 0
$6,78095,863 mi

Charlevoix, MI

2013 Honda Odyssey EX-L

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

2013 Honda Odyssey EX-L

Gaylord, MI

Fair PriceLimited · 19
$6,900160,547 mi

Market: $3,999 – $11,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Gaylord, 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

Gaylord, MI

UnscoredLimited · 5
$7,300125,533 mi

Comparison: 5 similar vehicles

Gaylord, MI

2013 Ford Escape SE

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

2013 Ford Escape SE

Cheboygan, MI

Fair PriceModerate · 29
$7,314107,770 mi

Market: $3,495 – $8,995

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Cheboygan, MI

2020 Nissan Kicks S

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

2020 Nissan Kicks S

Onaway, MI

UnscoredInsufficient · 0
$7,900182,067 mi

Onaway, MI

2016 Ford Flex SEL

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

2016 Ford Flex SEL

Gaylord, MI

Fair PriceLimited · 13
$8,137129,945 mi

Market: $4,995 – $11,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Gaylord, MI

2018 Ford Escape SE

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

2018 Ford Escape SE

Petoskey, MI

Fair PriceRobust · 86
$8,21499,257 mi

Market: $5,900 – $14,995

Comparison: 86 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Petoskey, MI

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Petoskey, MI

Fair PriceModerate · 27
$8,214133,557 mi

Market: $4,495 – $15,804

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Petoskey, MI

2013 Hyundai Santa Fe Sport 2.0T

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

2013 Hyundai Santa Fe Sport 2.0T

Cheboygan, MI

UnscoredInsufficient · 0
$8,488127,532 mi

Cheboygan, MI

2014 Chevrolet Silverado 1500 LTZ

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

2014 Chevrolet Silverado 1500 LTZ

Petoskey, MI

UnscoredLimited · 13
$8,500204,764 mi

Comparison: 13 similar vehicles

Petoskey, MI

2010 Jeep Wrangler Unlimited Sport

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

2010 Jeep Wrangler Unlimited Sport

Charlevoix, MI

UnscoredInsufficient · 3
$8,980125,770 mi

Comparison: 3 similar vehicles

Charlevoix, MI

2016 Jeep Cherokee Trailhawk

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

2016 Jeep Cherokee Trailhawk

Cheboygan, MI

Fair PriceModerate · 30
$9,030172,030 mi

Market: $5,945 – $15,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Cheboygan, MI

2013 GMC Sierra 1500 SLE

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

2013 GMC Sierra 1500 SLE

Gaylord, MI

Fair PriceModerate · 25
$9,348129,350 mi

Market: $5,509 – $13,980

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Gaylord, MI

2015 Ford F-250 Super Duty XLT

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

2015 Ford F-250 Super Duty XLT

Gaylord, MI

UnscoredModerate · 23
$9,501186,305 mi

Comparison: 23 similar vehicles

Gaylord, MI

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

St. Ignace, MI

Fair PriceLimited · 18
$9,741125,943 mi

Market: $5,995 – $12,900

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

St. Ignace, MI

2015 Ford Escape SE

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

2015 Ford Escape SE

Cheboygan, MI

Fair PriceLimited · 14
$9,754127,392 mi

Market: $4,495 – $9,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Cheboygan, MI

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Gaylord, MI

Fair PriceRobust · 289
$9,863118,658 mi

Market: $4,309 – $20,275

Comparison: 289 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Gaylord, MI

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Onaway, MI

Fair PriceLimited · 11
$9,900160,529 mi

Market: $4,814 – $15,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 513 days listed (based on current market benchmarks)

Onaway, MI

2015 Ford Explorer Sport

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

2015 Ford Explorer Sport

Charlevoix, MI

UnscoredInsufficient · 3
$9,929131,568 mi

Comparison: 3 similar vehicles

Charlevoix, MI

2019 GMC Acadia SLE-1

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

2019 GMC Acadia SLE-1

Gaylord, MI

Fair PriceModerate · 43
$9,995177,928 mi

Market: $9,995 – $18,214

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Gaylord, MI

2017 Volvo XC60 T6 Inscription

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

2017 Volvo XC60 T6 Inscription

Charlevoix, MI

UnscoredInsufficient · 0
$10,023144,431 mi

Charlevoix, MI

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Cheboygan, MI

Fair PriceLimited · 13
$10,052141,235 mi

Market: $5,995 – $12,913

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Cheboygan, MI

2019 Ford Ecosport Titanium

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

2019 Ford Ecosport Titanium

Gaylord, MI

UnscoredLimited · 9
$10,18898,811 mi

Comparison: 9 similar vehicles

Gaylord, MI

2018 GMC Terrain SLE

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

2018 GMC Terrain SLE

Gaylord, MI

Fair PriceRobust · 73
$10,262160,245 mi

Market: $6,995 – $18,990

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Gaylord, MI

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Petoskey, MI

UnscoredInsufficient · 4
$10,264192,556 mi

Comparison: 4 similar vehicles

Petoskey, MI

2016 RAM 2500 Pickup Tradesman

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

2016 RAM 2500 Pickup Tradesman

Gaylord, MI

Fair PriceModerate · 22
$10,997201,778 mi

Market: $10,995 – $24,900

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Gaylord, MI

2019 Ford Escape SE

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

2019 Ford Escape SE

Gaylord, MI

Fair PriceRobust · 152
$11,110115,011 mi

Market: $5,000 – $15,990

Comparison: 152 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Gaylord, MI

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Gaylord, MI

UnscoredInsufficient · 3
$11,200147,446 mi

Comparison: 3 similar vehicles

Gaylord, MI

2019 Chevrolet Spark 1LT

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

2019 Chevrolet Spark 1LT

Petoskey, MI

UnscoredInsufficient · 0
$11,29473,116 mi

Petoskey, MI

2017 Chevrolet Equinox Premier

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

2017 Chevrolet Equinox Premier

Onaway, MI

Fair PriceLimited · 17
$11,90090,500 mi

Market: $8,695 – $14,945

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 835 days listed (based on current market benchmarks)

Onaway, MI

2016 Jeep Cherokee Limited

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

2016 Jeep Cherokee Limited

Gaylord, MI

Fair PriceModerate · 37
$11,90097,074 mi

Market: $4,450 – $14,900

Comparison: 37 similar vehicles

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

Gaylord, MI

2016 Chevrolet Silverado 1500 LT Z71

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

2016 Chevrolet Silverado 1500 LT Z71

St. Ignace, MI

UnscoredLimited · 10
$11,997190,901 mi

Comparison: 10 similar vehicles

St. Ignace, MI

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

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 manage their profile, 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, exports, and enhanced merchandising.
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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