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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 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

456 listings found

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

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Sault Ste. Marie, MI

UnscoredLimited · 10
$5,599155,922 mi

Comparison: 10 similar vehicles

Sault Ste. Marie, 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 · 8
$6,477158,663 mi

Comparison: 8 similar vehicles

St. Ignace, 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

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

UnscoredModerate · 30
$9,030172,220 mi

Comparison: 30 similar vehicles

Cheboygan, 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

UnscoredLimited · 17
$9,741125,943 mi

Comparison: 17 similar vehicles

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

UnscoredInsufficient · 3
$9,754127,392 mi

Comparison: 3 similar vehicles

Cheboygan, MI

2010 Land Rover Range Rover Sport HSE

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

2010 Land Rover Range Rover Sport HSE

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$9,99974,775 mi

Sault Ste. Marie, 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

UnscoredModerate · 25
$10,052141,235 mi

Comparison: 25 similar vehicles

Cheboygan, MI

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Cheboygan, MI

UnscoredLimited · 8
$10,780133,187 mi

Comparison: 8 similar vehicles

Cheboygan, MI

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$11,59566,804 mi

Sault Ste. Marie, MI

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Sault Ste. Marie, MI

UnscoredLimited · 11
$11,599127,403 mi

Comparison: 11 similar vehicles

Sault Ste. Marie, MI

2018 Chevrolet Traverse 3LT

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

2018 Chevrolet Traverse 3LT

Cheboygan, MI

UnscoredModerate · 25
$12,554127,988 mi

Comparison: 25 similar vehicles

Cheboygan, MI

2017 Buick Encore Preferred II

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

2017 Buick Encore Preferred II

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$13,28576,859 mi

Sault Ste. Marie, MI

2018 Jeep Grand Cherokee Altitude

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

2018 Jeep Grand Cherokee Altitude

Pickford, MI

UnscoredLimited · 9
$13,935127,301 mi

Comparison: 9 similar vehicles

Pickford, MI

2021 Ford Escape SE

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

2021 Ford Escape SE

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$15,45060,856 mi

Sault Ste. Marie, MI

2020 Hyundai Kona SEL

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

2020 Hyundai Kona SEL

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$15,47550,311 mi

Sault Ste. Marie, MI

2020 Ford Escape SE

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

2020 Ford Escape SE

Cheboygan, MI

Fair PriceModerate · 34
$15,78067,679 mi

Market: $11,630 – $17,279

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Cheboygan, MI

2016 Jeep Wrangler Unlimited Sport

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

2016 Jeep Wrangler Unlimited Sport

Cheboygan, MI

UnscoredLimited · 7
$15,804117,643 mi

Comparison: 7 similar vehicles

Cheboygan, MI

2016 Jeep Wrangler Unlimited Sahara

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

2016 Jeep Wrangler Unlimited Sahara

Pickford, MI

UnscoredInsufficient · 0
$16,175118,796 mi

Pickford, MI

2021 Ford Escape SE

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

2021 Ford Escape SE

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$16,52560,542 mi

Sault Ste. Marie, MI

2020 Chevrolet Equinox Premier

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

2020 Chevrolet Equinox Premier

Sault Ste. Marie, MI

Fair PriceLimited · 10
$16,980108,013 mi

Market: $12,544 – $25,309

Comparison: 10 similar vehicles

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

Sault Ste. Marie, MI

2019 Jeep Cherokee Sport

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

2019 Jeep Cherokee Sport

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$16,98158,549 mi

Sault Ste. Marie, MI

2020 Ford Edge Titanium

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

2020 Ford Edge Titanium

St. Ignace, MI

UnscoredInsufficient · 0
$16,987118,258 mi

St. Ignace, MI

2019 GMC Acadia SLT-2

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

2019 GMC Acadia SLT-2

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$16,990131,687 mi

Sault Ste. Marie, MI

2020 Jeep Cherokee Trailhawk

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

2020 Jeep Cherokee Trailhawk

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$16,99996,760 mi

Sault Ste. Marie, MI

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Sault Ste. Marie, MI

UnscoredLimited · 9
$17,02582,733 mi

Comparison: 9 similar vehicles

Sault Ste. Marie, MI

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Cheboygan, MI

Fair PriceRobust · 54
$17,804114,464 mi

Market: $7,900 – $20,000

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Cheboygan, MI

2021 Hyundai Kona Ultimate

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

2021 Hyundai Kona Ultimate

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$18,18067,766 mi

Sault Ste. Marie, MI

2020 Chevrolet Equinox 2FL

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

2020 Chevrolet Equinox 2FL

Cheboygan, MI

UnscoredInsufficient · 4
$18,31156,475 mi

Comparison: 4 similar vehicles

Cheboygan, MI

2021 GMC Acadia SLE

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

2021 GMC Acadia SLE

Cheboygan, MI

Fair PriceModerate · 44
$18,314104,418 mi

Market: $11,900 – $21,925

Comparison: 44 similar vehicles

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

Cheboygan, MI

2020 Chevrolet Traverse 1LT

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

2020 Chevrolet Traverse 1LT

Cheboygan, MI

Fair PriceRobust · 51
$18,563100,805 mi

Market: $9,500 – $20,308

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Cheboygan, MI

2018 Jeep Wrangler Unlimited Sport

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

2018 Jeep Wrangler Unlimited Sport

Cheboygan, MI

UnscoredInsufficient · 0
$18,78079,202 mi

Cheboygan, MI

2021 Honda HR-V EX-L

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

2021 Honda HR-V EX-L

Cheboygan, MI

UnscoredInsufficient · 0
$18,826100,128 mi

Cheboygan, MI

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Cheboygan, MI

Fair PriceModerate · 22
$19,00065,572 mi

Market: $17,975 – $19,989

Comparison: 22 similar vehicles

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

Cheboygan, MI

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Cheboygan, MI

Fair PriceModerate · 23
$19,31474,074 mi

Market: $17,297 – $20,995

Comparison: 23 similar vehicles

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

Cheboygan, MI

2016 Chevrolet Tahoe LTZ

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

2016 Chevrolet Tahoe LTZ

Cheboygan, MI

UnscoredLimited · 7
$19,804141,135 mi

Comparison: 7 similar vehicles

Cheboygan, MI

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Cheboygan, MI

UnscoredInsufficient · 4
$20,28016,607 mi

Comparison: 4 similar vehicles

Cheboygan, MI

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Cheboygan, MI

UnscoredLimited · 9
$20,53054,914 mi

Comparison: 9 similar vehicles

Cheboygan, MI

2021 Ford Bronco Sport Badlands

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

2021 Ford Bronco Sport Badlands

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$20,550105,820 mi

Sault Ste. Marie, MI

2019 Lincoln Nautilus Reserve

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

2019 Lincoln Nautilus Reserve

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$20,55049,744 mi

Sault Ste. Marie, MI

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Cheboygan, MI

UnscoredLimited · 9
$20,78051,776 mi

Comparison: 9 similar vehicles

Cheboygan, MI

2024 Chevrolet TrailBlazer LT

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

2024 Chevrolet TrailBlazer LT

Cheboygan, MI

Fair PriceModerate · 24
$21,31457,441 mi

Market: $19,591 – $24,000

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Cheboygan, MI

2024 Chevrolet Trax LT

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

2024 Chevrolet Trax LT

Sault Ste. Marie, MI

UnscoredLimited · 9
$21,45526,257 mi

Comparison: 9 similar vehicles

Sault Ste. Marie, MI

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

St. Ignace, MI

Fair PriceModerate · 31
$21,68883,145 mi

Market: $19,277 – $25,279

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

St. Ignace, MI

2021 Jeep Cherokee Latitude Lux

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

2021 Jeep Cherokee Latitude Lux

Cheboygan, MI

UnscoredInsufficient · 0
$21,73340,486 mi

Cheboygan, MI

2022 Jeep Compass Altitude

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

2022 Jeep Compass Altitude

St. Ignace, MI

UnscoredInsufficient · 0
$21,76757,233 mi

St. Ignace, MI

2020 Jeep Grand Cherokee Limited X

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

2020 Jeep Grand Cherokee Limited X

Cheboygan, MI

UnscoredLimited · 9
$22,24581,279 mi

Comparison: 9 similar vehicles

Cheboygan, MI

2024 Chevrolet Trax LT

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

2024 Chevrolet Trax LT

Cheboygan, MI

Fair PriceModerate · 41
$22,30433,758 mi

Market: $18,495 – $25,995

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 277 days listed (based on current market benchmarks)

Cheboygan, 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. 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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