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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 12, 2026

7.3M+

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

525 listings found

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

2015 Chevrolet City Express 1LS

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

2015 Chevrolet City Express 1LS

Cheboygan, MI

UnscoredInsufficient · 0
$8,803103,889 mi

Cheboygan, MI

2018 Nissan Pathfinder SL

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

2018 Nissan Pathfinder SL

Cheboygan, MI

Unscored
$9,564135,005 mi

Comparison: 6 similar vehicles

Cheboygan, 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

Unscored
$9,754127,392 mi

Comparison: 36 similar vehicles

Cheboygan, 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

Unscored
$10,052141,235 mi

Comparison: 14 similar vehicles

Cheboygan, MI

2018 Ford Escape SE

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

2018 Ford Escape SE

Cheboygan, MI

Fair PriceRobust · 75
$12,05785,695 mi

Market: $5,900 – $13,450

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Cheboygan, MI

2015 Jeep Wrangler Unlimited Sahara

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

2015 Jeep Wrangler Unlimited Sahara

Cheboygan, MI

Unscored
$12,814147,536 mi

Comparison: 12 similar vehicles

Cheboygan, 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

Unscored
$14,804128,003 mi

Comparison: 14 similar vehicles

Cheboygan, MI

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Cheboygan, MI

UnscoredInsufficient · 3
$15,304167,822 mi

Comparison: 3 similar vehicles

Cheboygan, MI

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Cheboygan, MI

UnscoredInsufficient · 3
$15,304156,561 mi

Comparison: 3 similar vehicles

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

Unscored
$15,804117,643 mi

Comparison: 7 similar vehicles

Cheboygan, MI

2019 Subaru Crosstrek Limited

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

2019 Subaru Crosstrek Limited

Cheboygan, MI

Fair PriceLimited · 17
$15,814110,113 mi

Market: $15,122 – $18,282

Comparison: 17 similar vehicles

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

Cheboygan, MI

2020 Chevrolet Malibu RS

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

2020 Chevrolet Malibu RS

Cheboygan, MI

UnscoredInsufficient · 0
$16,10449,747 mi

Cheboygan, MI

2022 Ford Edge Titanium

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

2022 Ford Edge Titanium

Cheboygan, MI

Fair PriceModerate · 20
$16,252111,511 mi

Market: $15,945 – $24,980

Comparison: 20 similar vehicles

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

Cheboygan, MI

2019 Jeep Cherokee Trailhawk

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

2019 Jeep Cherokee Trailhawk

Cheboygan, MI

Fair PriceRobust · 61
$16,32790,768 mi

Market: $5,180 – $21,480

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Cheboygan, MI

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Cheboygan, MI

UnscoredInsufficient · 4
$17,308101,544 mi

Comparison: 4 similar vehicles

Cheboygan, MI

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Cheboygan, MI

Fair PriceRobust · 78
$17,31477,142 mi

Market: $10,309 – $21,995

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Cheboygan, 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 PriceModerate · 38
$17,804114,464 mi

Market: $6,814 – $18,900

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Cheboygan, MI

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Cheboygan, MI

Fair PriceRobust · 113
$17,81464,991 mi

Market: $13,402 – $25,304

Comparison: 113 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Cheboygan, 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 · 0
$17,89656,475 mi

Cheboygan, MI

2019 Ford Edge Titanium

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

2019 Ford Edge Titanium

Cheboygan, MI

UnscoredInsufficient · 0
$18,03059,911 mi

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
$18,28079,202 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
$18,387100,132 mi

Cheboygan, MI

2020 Ford F-150 Lariat

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

2020 Ford F-150 Lariat

Cheboygan, MI

Unscored
$18,544159,246 mi

Comparison: 41 similar vehicles

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 PriceLimited · 18
$18,81477,922 mi

Market: $17,975 – $19,889

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

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

Unscored
$19,78055,134 mi

Comparison: 5 similar vehicles

Cheboygan, MI

2017 RAM 1500 Pickup Big Horn

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

2017 RAM 1500 Pickup Big Horn

Cheboygan, MI

UnscoredInsufficient · 4
$19,804120,885 mi

Comparison: 4 similar vehicles

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

Unscored
$19,804141,135 mi

Comparison: 7 similar vehicles

Cheboygan, MI

2023 Jeep Compass Latitude

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

2023 Jeep Compass Latitude

Cheboygan, MI

Unscored
$19,82453,975 mi

Comparison: 5 similar vehicles

Cheboygan, MI

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Cheboygan, MI

Fair PriceRobust · 66
$20,00061,001 mi

Market: $15,521 – $25,480

Comparison: 66 similar vehicles

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

Cheboygan, MI

2017 Chevrolet Silverado 1500 LTZ

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

2017 Chevrolet Silverado 1500 LTZ

Cheboygan, MI

Fair PriceModerate · 22
$20,00097,865 mi

Market: $16,695 – $27,800

Comparison: 22 similar vehicles

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

Cheboygan, MI

2022 Chevrolet Equinox 2FL

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

2022 Chevrolet Equinox 2FL

Cheboygan, MI

Fair PriceLimited · 10
$20,04936,793 mi

Market: $13,995 – $22,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

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

Unscored
$20,28051,981 mi

Comparison: 5 similar vehicles

Cheboygan, MI

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Cheboygan, MI

Unscored
$20,280120,850 mi

Comparison: 169 similar vehicles

Cheboygan, MI

2019 GMC Sierra 1500 Limited SLE

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

2019 GMC Sierra 1500 Limited SLE

Cheboygan, MI

Unscored
$20,284150,502 mi

Comparison: 10 similar vehicles

Cheboygan, MI

2024 Ford Escape Active

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

2024 Ford Escape Active

Cheboygan, MI

OverpricedLimited · 11
$20,31462,567 mi

Market: $16,220 – $20,288

Comparison: 11 similar vehicles

Cheboygan, MI

2022 Chevrolet Traverse 1LT

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

2022 Chevrolet Traverse 1LT

Cheboygan, MI

Fair PriceModerate · 24
$20,314109,547 mi

Market: $18,345 – $24,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Cheboygan, 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
$20,55740,486 mi

Cheboygan, MI

2022 Hyundai Tucson SEL

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

2022 Hyundai Tucson SEL

Cheboygan, MI

Unscored
$21,03455,849 mi

Comparison: 5 similar vehicles

Cheboygan, MI

2019 Ford Expedition XLT

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

2019 Ford Expedition XLT

Cheboygan, MI

UnscoredInsufficient · 3
$21,280126,447 mi

Comparison: 3 similar vehicles

Cheboygan, MI

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Cheboygan, MI

Fair PriceRobust · 66
$21,81455,299 mi

Market: $17,508 – $24,999

Comparison: 66 similar vehicles

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

Cheboygan, MI

2023 Ford Escape Active

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

2023 Ford Escape Active

Cheboygan, MI

OverpricedModerate · 26
$22,26662,245 mi

Market: $9,995 – $20,264

Comparison: 26 similar vehicles

Priced ~10% above the typical market range for similar vehicles (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

Cheboygan, MI

Fair PriceRobust · 65
$22,30433,758 mi

Market: $18,004 – $25,995

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 299 days listed (based on current market benchmarks)

Cheboygan, MI

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Cheboygan, MI

UnscoredInsufficient · 3
$22,31443,831 mi

Comparison: 3 similar vehicles

Cheboygan, MI

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Cheboygan, MI

Fair PriceModerate · 38
$22,31478,113 mi

Market: $17,900 – $28,495

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Cheboygan, MI

2020 Buick Enclave Avenir

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

2020 Buick Enclave Avenir

Cheboygan, MI

UnscoredInsufficient · 4
$22,314Mileage not verified

Comparison: 4 similar vehicles

Cheboygan, MI

2024 Chevrolet Trax Activ

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

2024 Chevrolet Trax Activ

Cheboygan, MI

Fair PriceLimited · 13
$22,38446,943 mi

Market: $21,000 – $23,304

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 888 days listed (based on current market benchmarks)

Cheboygan, MI

2022 Subaru Legacy Limited

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

2022 Subaru Legacy Limited

Cheboygan, MI

UnscoredInsufficient · 0
$22,61655,749 mi

Cheboygan, MI

2016 GMC Sierra 1500 SLE

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

2016 GMC Sierra 1500 SLE

Cheboygan, MI

Fair PriceModerate · 34
$22,73174,529 mi

Market: $9,995 – $23,886

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Cheboygan, MI

2016 RAM 2500 Pickup Laramie Limited

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

2016 RAM 2500 Pickup Laramie Limited

Cheboygan, MI

UnscoredInsufficient · 0
$22,780137,000 mi

Cheboygan, 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 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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