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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

1,142 listings found

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
$3,514217,172 mi

West Branch, MI

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Lincoln, MI

UnscoredModerate · 42
$3,995179,944 mi

Comparison: 42 similar vehicles

Lincoln, MI

2010 Ford Edge Limited

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

2010 Ford Edge Limited

Bad Axe, MI

UnscoredLimited · 16
$4,014213,112 mi

Comparison: 16 similar vehicles

Bad Axe, MI

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Bad Axe, MI

UnscoredLimited · 6
$5,075176,355 mi

Comparison: 6 similar vehicles

Bad Axe, 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

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Alpena, MI

UnscoredModerate · 39
$6,309164,466 mi

Comparison: 39 similar vehicles

Alpena, MI

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Bad Axe, MI

UnscoredRobust · 140
$7,275138,060 mi

Comparison: 140 similar vehicles

Bad Axe, MI

2019 Ford Escape SE

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

2019 Ford Escape SE

Standish, MI

UnscoredLimited · 18
$7,564153,620 mi

Comparison: 18 similar vehicles

Standish, MI

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Standish, MI

UnscoredModerate · 42
$7,709151,539 mi

Comparison: 42 similar vehicles

Standish, MI

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Lincoln, MI

UnscoredRobust · 267
$7,995157,692 mi

Comparison: 267 similar vehicles

Lincoln, MI

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Lincoln, MI

Fair PriceRobust · 106
$7,99590,557 mi

Market: $3,880 – $15,958

Comparison: 106 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Lincoln, MI

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Alpena, MI

UnscoredRobust · 72
$8,309152,752 mi

Comparison: 72 similar vehicles

Alpena, MI

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Bad Axe, MI

UnscoredRobust · 397
$8,475177,310 mi

Comparison: 397 similar vehicles

Bad Axe, MI

2018 Ford Escape SE

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

2018 Ford Escape SE

Standish, MI

UnscoredLimited · 12
$8,747134,125 mi

Comparison: 12 similar vehicles

Standish, MI

2014 Subaru XV Crosstrek Hybrid Touring

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

2014 Subaru XV Crosstrek Hybrid Touring

Alpena, MI

UnscoredLimited · 6
$8,909160,248 mi

Comparison: 6 similar vehicles

Alpena, MI

2017 Chevrolet Traverse 2LT

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

2017 Chevrolet Traverse 2LT

Alpena, MI

UnscoredLimited · 19
$8,995136,933 mi

Comparison: 19 similar vehicles

Alpena, MI

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Lincoln, MI

UnscoredLimited · 17
$8,995122,365 mi

Comparison: 17 similar vehicles

Lincoln, MI

2017 Ford Escape SE

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

2017 Ford Escape SE

Standish, MI

UnscoredInsufficient · 3
$9,127112,770 mi

Comparison: 3 similar vehicles

Standish, MI

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Standish, MI

Fair PriceRobust · 117
$9,47083,776 mi

Market: $3,995 – $16,263

Comparison: 117 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Standish, MI

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Standish, MI

Fair PriceRobust · 54
$9,476115,214 mi

Market: $4,850 – $14,723

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Standish, MI

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Alpena, MI

Fair PriceModerate · 21
$9,90983,557 mi

Market: $5,710 – $12,990

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Alpena, MI

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Alpena, MI

OverpricedRobust · 51
$9,950102,088 mi

Market: $2,644 – $8,950

Comparison: 51 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Alpena, MI

2018 Ford Escape SE

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

2018 Ford Escape SE

Standish, MI

Fair PriceLimited · 11
$10,121106,682 mi

Market: $8,514 – $12,658

Comparison: 11 similar vehicles

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

Standish, MI

2016 GMC Terrain SLT

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

2016 GMC Terrain SLT

Bad Axe, MI

Fair PriceModerate · 27
$10,190104,297 mi

Market: $6,900 – $15,145

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Bad Axe, MI

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Standish, MI

UnscoredInsufficient · 4
$10,309148,059 mi

Comparison: 4 similar vehicles

Standish, MI

2011 Jeep Wrangler Sport

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

2011 Jeep Wrangler Sport

West Branch, MI

UnscoredLimited · 17
$10,514145,500 mi

Comparison: 17 similar vehicles

West Branch, MI

2015 Cadillac SRX Luxury Collection

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

2015 Cadillac SRX Luxury Collection

Lincoln, MI

Fair PriceLimited · 17
$10,88893,659 mi

Market: $4,950 – $11,900

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Lincoln, MI

2018 Nissan Rogue SL

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

2018 Nissan Rogue SL

Standish, MI

UnscoredModerate · 26
$11,483128,810 mi

Comparison: 26 similar vehicles

Standish, MI

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Standish, MI

UnscoredRobust · 81
$11,584193,761 mi

Comparison: 81 similar vehicles

Standish, MI

2020 Chevrolet Traverse 1LT

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

2020 Chevrolet Traverse 1LT

Standish, MI

UnscoredRobust · 128
$11,809167,954 mi

Comparison: 128 similar vehicles

Standish, MI

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Standish, MI

Fair PriceRobust · 155
$11,80987,965 mi

Market: $6,500 – $15,224

Comparison: 155 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Standish, MI

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Alpena, MI

UnscoredRobust · 274
$11,950135,312 mi

Comparison: 274 similar vehicles

Alpena, MI

2016 BMW X4 xDrive28i

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

2016 BMW X4 xDrive28i

West Branch, MI

UnscoredInsufficient · 0
$12,254106,209 mi

West Branch, MI

2015 GMC Yukon SLE

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

2015 GMC Yukon SLE

Pigeon, MI

UnscoredLimited · 5
$12,275189,255 mi

Comparison: 5 similar vehicles

Pigeon, MI

2016 Jeep Renegade Trailhawk

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

2016 Jeep Renegade Trailhawk

West Branch, MI

Great DealLimited · 10
$12,31491,518 mi

Market: $13,899 – $15,665

Comparison: 10 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 25 days listed (based on current market benchmarks)

West Branch, MI

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Standish, MI

UnscoredLimited · 10
$12,464137,658 mi

Comparison: 10 similar vehicles

Standish, MI

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Standish, MI

UnscoredInsufficient · 3
$12,664113,901 mi

Comparison: 3 similar vehicles

Standish, MI

2019 Ford Edge SEL

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

2019 Ford Edge SEL

West Branch, MI

UnscoredRobust · 169
$12,802131,686 mi

Comparison: 169 similar vehicles

West Branch, MI

2019 Nissan Pathfinder SL

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

2019 Nissan Pathfinder SL

West Branch, MI

UnscoredLimited · 5
$12,900104,367 mi

Comparison: 5 similar vehicles

West Branch, MI

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Alpena, MI

Fair PriceRobust · 73
$12,950105,773 mi

Market: $2,995 – $16,990

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Alpena, MI

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Alpena, MI

UnscoredLimited · 7
$12,950109,212 mi

Comparison: 7 similar vehicles

Alpena, MI

2017 GMC Acadia SLE-2

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

2017 GMC Acadia SLE-2

Standish, MI

UnscoredInsufficient · 3
$12,96591,080 mi

Comparison: 3 similar vehicles

Standish, MI

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Alpena, MI

UnscoredRobust · 173
$12,969140,144 mi

Comparison: 173 similar vehicles

Alpena, MI

2019 Jeep Compass Limited

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

2019 Jeep Compass Limited

Alpena, MI

Fair PriceRobust · 84
$13,309100,001 mi

Market: $8,300 – $17,995

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Alpena, MI

2019 Hyundai Kona SEL

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

2019 Hyundai Kona SEL

Alpena, MI

UnscoredInsufficient · 0
$13,909107,517 mi

Alpena, MI

2018 Chevrolet Traverse Premier

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

2018 Chevrolet Traverse Premier

Alpena, MI

UnscoredRobust · 61
$13,995141,286 mi

Comparison: 61 similar vehicles

Alpena, MI

2016 Jeep Cherokee Trailhawk

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

2016 Jeep Cherokee Trailhawk

Alpena, MI

Fair PriceModerate · 46
$13,99580,655 mi

Market: $5,945 – $17,600

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Alpena, MI

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Bad Axe, MI

UnscoredInsufficient · 0
$14,27558,698 mi

Bad Axe, MI

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Standish, MI

UnscoredLimited · 19
$14,764120,340 mi

Comparison: 19 similar vehicles

Standish, MI

2014 Chevrolet Suburban LT

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

2014 Chevrolet Suburban LT

Ossineke, MI

UnscoredInsufficient · 0
$14,995135,522 mi

Ossineke, 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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