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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 9, 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

759 listings found

2010 Buick Enclave CXL-1

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

2010 Buick Enclave CXL-1

Owosso, MI

UnscoredInsufficient · 3
$4,850200,370 mi

Comparison: 3 similar vehicles

Owosso, MI

2015 Chevrolet Colorado Work Truck

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

2015 Chevrolet Colorado Work Truck

Owosso, MI

Unscored
$5,314250,243 mi

Comparison: 12 similar vehicles

Owosso, MI

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Owosso, MI

Unscored
$5,850147,300 mi

Comparison: 9 similar vehicles

Owosso, MI

2008 Chevrolet Suburban LT

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

2008 Chevrolet Suburban LT

Owosso, MI

Unscored
$6,540213,259 mi

Comparison: 5 similar vehicles

Owosso, MI

2009 Chevrolet HHR LS

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

2009 Chevrolet HHR LS

Owosso, MI

UnscoredInsufficient · 0
$6,76953,764 mi

Owosso, MI

2017 Ford Focus SE

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

2017 Ford Focus SE

Owosso, MI

Unscored
$6,85074,167 mi

Comparison: 6 similar vehicles

Owosso, MI

2013 MINI Cooper Base

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

2013 MINI Cooper Base

Owosso, MI

UnscoredInsufficient · 3
$6,850100,243 mi

Comparison: 3 similar vehicles

Owosso, MI

2009 Volkswagen Tiguan SE

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

2009 Volkswagen Tiguan SE

Owosso, MI

UnscoredInsufficient · 3
$6,85081,844 mi

Comparison: 3 similar vehicles

Owosso, MI

2019 Nissan Pathfinder SL

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

2019 Nissan Pathfinder SL

Owosso, MI

Unscored
$7,850174,409 mi

Comparison: 25 similar vehicles

Owosso, MI

2018 Jeep Cherokee Latitude Plus

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

2018 Jeep Cherokee Latitude Plus

Owosso, MI

Unscored
$7,850149,599 mi

Comparison: 6 similar vehicles

Owosso, MI

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Owosso, MI

Unscored
$7,850197,810 mi

Comparison: 5 similar vehicles

Owosso, MI

2012 GMC Yukon Denali

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

2012 GMC Yukon Denali

Owosso, MI

Unscored
$8,309155,371 mi

Comparison: 9 similar vehicles

Owosso, MI

2020 Ford Ecosport Titanium

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

2020 Ford Ecosport Titanium

Owosso, MI

UnscoredInsufficient · 4
$8,95085,488 mi

Comparison: 4 similar vehicles

Owosso, MI

2019 Ford Escape SE

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

2019 Ford Escape SE

Owosso, MI

Unscored
$8,950137,940 mi

Comparison: 46 similar vehicles

Owosso, MI

2016 Chevrolet Silverado 1500 LT

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

2016 Chevrolet Silverado 1500 LT

Owosso, MI

Unscored
$8,950197,929 mi

Comparison: 92 similar vehicles

Owosso, MI

2019 Buick Envision Essence

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

2019 Buick Envision Essence

Owosso, MI

UnscoredInsufficient · 3
$9,850138,004 mi

Comparison: 3 similar vehicles

Owosso, 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

Owosso, MI

Unscored
$9,850181,624 mi

Comparison: 19 similar vehicles

Owosso, MI

2018 Ford Edge Titanium

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

2018 Ford Edge Titanium

Owosso, MI

Unscored
$9,850138,477 mi

Comparison: 14 similar vehicles

Owosso, MI

2016 Buick Regal Base

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

2016 Buick Regal Base

Owosso, MI

Fair PriceLimited · 13
$9,850106,893 mi

Market: $2,995 – $11,953

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 235 days listed (based on current market benchmarks)

Owosso, MI

2013 Chevrolet Silverado 1500 Work Truck

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

2013 Chevrolet Silverado 1500 Work Truck

Owosso, MI

Unscored
$9,850142,281 mi

Comparison: 15 similar vehicles

Owosso, 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

Owosso, MI

Fair PriceModerate · 33
$10,314118,177 mi

Market: $4,950 – $14,311

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Owosso, MI

2011 Chevrolet Avalanche LT

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

2011 Chevrolet Avalanche LT

Owosso, MI

Unscored
$10,814155,733 mi

Comparison: 6 similar vehicles

Owosso, MI

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Owosso, MI

Fair PriceModerate · 29
$10,850118,915 mi

Market: $7,999 – $15,900

Comparison: 29 similar vehicles

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

Owosso, MI

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Owosso, MI

Unscored
$10,850137,304 mi

Comparison: 8 similar vehicles

Owosso, MI

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Owosso, MI

Fair PriceModerate · 23
$11,850118,170 mi

Market: $5,995 – $15,195

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Owosso, MI

2020 Ford Escape Titanium

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

2020 Ford Escape Titanium

Owosso, MI

Unscored
$12,850140,275 mi

Comparison: 26 similar vehicles

Owosso, MI

2019 GMC Terrain SLE

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

2019 GMC Terrain SLE

Owosso, MI

Fair PriceModerate · 36
$13,09690,024 mi

Market: $5,900 – $15,839

Comparison: 36 similar vehicles

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

Owosso, MI

2020 Dodge Durango GT Plus

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

2020 Dodge Durango GT Plus

Owosso, MI

Unscored
$13,850145,672 mi

Comparison: 20 similar vehicles

Owosso, MI

2013 Cadillac SRX Performance Collection

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

2013 Cadillac SRX Performance Collection

Owosso, MI

Unscored
$13,85884,846 mi

Comparison: 6 similar vehicles

Owosso, MI

2022 Chevrolet Malibu 1FL

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

2022 Chevrolet Malibu 1FL

Owosso, MI

Fair PriceLimited · 16
$14,85090,916 mi

Market: $11,995 – $18,990

Comparison: 16 similar vehicles

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

Owosso, MI

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Owosso, MI

Fair PriceRobust · 52
$15,146114,922 mi

Market: $11,000 – $22,195

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Owosso, MI

2022 Chevrolet Trailblazer LT

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

2022 Chevrolet Trailblazer LT

Owosso, MI

Unscored
$15,81497,512 mi

Comparison: 29 similar vehicles

Owosso, MI

2021 Chevrolet Blazer 2LT

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

2021 Chevrolet Blazer 2LT

Owosso, MI

Fair PriceRobust · 65
$16,03798,534 mi

Market: $13,910 – $21,411

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Owosso, MI

2019 Chevrolet Traverse 3LT

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

2019 Chevrolet Traverse 3LT

Owosso, MI

Fair PriceModerate · 20
$16,10988,916 mi

Market: $8,614 – $20,397

Comparison: 20 similar vehicles

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

Owosso, MI

2020 Chevrolet Equinox 2FL

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

2020 Chevrolet Equinox 2FL

Owosso, MI

Fair PriceRobust · 53
$16,15362,918 mi

Market: $8,480 – $18,180

Comparison: 53 similar vehicles

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

Owosso, MI

2019 Jeep Wrangler Unlimited Altitude

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

2019 Jeep Wrangler Unlimited Altitude

Owosso, MI

UnscoredInsufficient · 0
$16,29996,060 mi

Owosso, MI

2020 Buick Enclave Essence

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

2020 Buick Enclave Essence

Owosso, MI

Fair PriceLimited · 15
$16,50292,624 mi

Market: $12,516 – $19,311

Comparison: 15 similar vehicles

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

Owosso, MI

2020 Ford Fusion Hybrid SE

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

2020 Ford Fusion Hybrid SE

Owosso, MI

Fair PriceModerate · 31
$16,81462,755 mi

Market: $11,384 – $19,480

Comparison: 31 similar vehicles

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

Owosso, MI

2019 Chevrolet Blazer 3LT

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

2019 Chevrolet Blazer 3LT

Owosso, MI

UnscoredInsufficient · 3
$16,850118,334 mi

Comparison: 3 similar vehicles

Owosso, MI

2022 Chevrolet Bolt EUV LT

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

2022 Chevrolet Bolt EUV LT

Owosso, MI

UnscoredInsufficient · 0
$17,04966,363 mi

Owosso, 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

Owosso, MI

Unscored
$17,168124,226 mi

Comparison: 43 similar vehicles

Owosso, MI

2022 Chevrolet Trax LT

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

2022 Chevrolet Trax LT

Owosso, MI

Fair PriceLimited · 12
$17,18637,365 mi

Market: $15,675 – $17,825

Comparison: 12 similar vehicles

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

Owosso, 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

Owosso, MI

Fair PriceModerate · 43
$17,309114,185 mi

Market: $7,995 – $20,097

Comparison: 43 similar vehicles

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

Owosso, MI

2016 Chevrolet Silverado 1500 LT

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

2016 Chevrolet Silverado 1500 LT

Owosso, MI

Fair PriceRobust · 89
$17,310119,232 mi

Market: $7,480 – $26,742

Comparison: 89 similar vehicles

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

Owosso, MI

2017 Ford F-150 XL

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

2017 Ford F-150 XL

Owosso, MI

OverpricedLimited · 10
$17,850119,315 mi

Market: $7,826 – $17,809

Comparison: 10 similar vehicles

Owosso, MI

2017 Ford Transit Van Base

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

2017 Ford Transit Van Base

Owosso, MI

Fair PriceLimited · 11
$17,85082,432 mi

Market: $9,995 – $37,900

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Owosso, MI

2017 Chevrolet Silverado 1500 LT Z71

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

2017 Chevrolet Silverado 1500 LT Z71

Owosso, MI

Fair PriceModerate · 22
$17,922115,443 mi

Market: $7,995 – $21,509

Comparison: 22 similar vehicles

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

Owosso, MI

2021 Ford Explorer Limited

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

2021 Ford Explorer Limited

Owosso, MI

UnscoredInsufficient · 4
$18,100124,414 mi

Comparison: 4 similar vehicles

Owosso, MI

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Owosso, MI

Unscored
$18,11324,808 mi

Comparison: 6 similar vehicles

Owosso, MI

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Owosso, MI

Unscored
$18,720138,964 mi

Comparison: 196 similar vehicles

Owosso, 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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