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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 29, 2026

6M+

Unique vehicles analyzed

as of October 28, 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

226 listings found

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Clinton, MI

Fair PriceRobust · 67
$4,500113,841 mi

Market: $2,279 – $9,995

Comparison: 67 similar vehicles

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

Clinton, MI

2015 Jeep Grand Cherokee Laredo

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

2015 Jeep Grand Cherokee Laredo

Clinton, MI

Unscored
$7,997149,487 mi

Comparison: 36 similar vehicles

Clinton, MI

2019 GMC Terrain SLE

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

2019 GMC Terrain SLE

Clinton, MI

Unscored
$8,709146,546 mi

Comparison: 31 similar vehicles

Clinton, MI

2019 RAM Promaster City SLT

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

2019 RAM Promaster City SLT

Clinton, MI

Unscored
$10,752127,845 mi

Comparison: 10 similar vehicles

Clinton, MI

2019 Chrysler Pacifica Touring L Plus

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

2019 Chrysler Pacifica Touring L Plus

Clinton, MI

Unscored
$11,560143,303 mi

Comparison: 7 similar vehicles

Clinton, MI

2011 Chevrolet Silverado 2500HD 1LT

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

2011 Chevrolet Silverado 2500HD 1LT

Clinton, MI

Unscored
$12,630129,586 mi

Comparison: 7 similar vehicles

Clinton, MI

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Clinton, MI

Fair PriceLimited · 14
$13,021104,917 mi

Market: $9,125 – $16,599

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Clinton, MI

2016 Chevrolet Colorado Z71

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

2016 Chevrolet Colorado Z71

Clinton, MI

Fair PriceRobust · 113
$13,101117,592 mi

Market: $8,495 – $23,995

Comparison: 113 similar vehicles

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

Clinton, MI

2021 Chevrolet Malibu 1LS

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

2021 Chevrolet Malibu 1LS

Clinton, MI

Fair PriceLimited · 13
$13,11486,666 mi

Market: $9,995 – $20,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Clinton, MI

2013 Jeep Wrangler Unlimited Sahara

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

2013 Jeep Wrangler Unlimited Sahara

Clinton, MI

Fair PriceLimited · 13
$13,137106,081 mi

Market: $10,314 – $17,151

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Clinton, MI

2020 Hyundai Veloster Ultimate

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

2020 Hyundai Veloster Ultimate

Clinton, MI

UnscoredInsufficient · 3
$13,59477,577 mi

Comparison: 3 similar vehicles

Clinton, MI

2020 Chevrolet Equinox Premier

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

2020 Chevrolet Equinox Premier

Clinton, MI

Fair PriceLimited · 13
$14,86895,813 mi

Market: $15,209 – $20,309

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 125 days listed (based on current market benchmarks)

Clinton, MI

2011 Ford F-250 Super Duty Lariat

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

2011 Ford F-250 Super Duty Lariat

Clinton, MI

Unscored
$15,000218,631 mi

Comparison: 7 similar vehicles

Clinton, MI

2014 RAM 2500 Pickup Tradesman

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

2014 RAM 2500 Pickup Tradesman

Clinton, MI

Unscored
$15,105146,489 mi

Comparison: 10 similar vehicles

Clinton, MI

2011 Mazda MX-5 Miata Grand Touring Hard Top

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

2011 Mazda MX-5 Miata Grand Touring Hard Top

Clinton, MI

UnscoredInsufficient · 0
$15,32393,077 mi

Clinton, MI

2014 RAM 1500 Pickup Outdoorsman

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

2014 RAM 1500 Pickup Outdoorsman

Clinton, MI

OverpricedLimited · 13
$15,625109,404 mi

Market: $6,765 – $6,964

Comparison: 13 similar vehicles

Priced ~124% above the typical market range for similar vehicles (based on current market benchmarks)

Clinton, MI

2023 Mazda Mazda3 Select

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

2023 Mazda Mazda3 Select

Clinton, MI

UnscoredInsufficient · 3
$15,795107,446 mi

Comparison: 3 similar vehicles

Clinton, MI

2014 Lexus LS Base

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

2014 Lexus LS Base

Clinton, MI

Unscored
$15,990146,640 mi

Comparison: 13 similar vehicles

Clinton, MI

2016 Jeep Wrangler Willys Wheeler

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

2016 Jeep Wrangler Willys Wheeler

Clinton, MI

OverpricedLimited · 11
$16,50472,580 mi

Market: $14,499 – $15,764

Comparison: 11 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Clinton, MI

2018 Jeep Compass Trailhawk

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

2018 Jeep Compass Trailhawk

Clinton, MI

UnscoredInsufficient · 0
$16,54247,932 mi

Clinton, MI

2022 Kia Carnival LX Seat Pkg

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

2022 Kia Carnival LX Seat Pkg

Clinton, MI

Unscored
$16,802127,666 mi

Comparison: 12 similar vehicles

Clinton, MI

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Clinton, MI

Fair PriceLimited · 15
$16,82784,940 mi

Market: $12,999 – $19,860

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Clinton, MI

2022 Alfa Romeo Stelvio Ti

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

2022 Alfa Romeo Stelvio Ti

Clinton, MI

UnscoredInsufficient · 0
$17,30789,925 mi

Clinton, 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

Clinton, MI

Unscored
$17,810145,455 mi

Comparison: 187 similar vehicles

Clinton, 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

Clinton, MI

Unscored
$17,982125,388 mi

Comparison: 187 similar vehicles

Clinton, MI

2024 Mitsubishi Eclipse Cross SE

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

2024 Mitsubishi Eclipse Cross SE

Clinton, MI

Unscored
$18,52947,072 mi

Comparison: 7 similar vehicles

Clinton, MI

2022 Jeep Compass Limited

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

2022 Jeep Compass Limited

Clinton, MI

Fair PriceLimited · 16
$18,73955,410 mi

Market: $17,200 – $23,275

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Clinton, MI

2020 RAM 1500 Pickup Big Horn/Lone Star

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

2020 RAM 1500 Pickup Big Horn/Lone Star

Clinton, MI

Unscored
$19,441125,708 mi

Comparison: 203 similar vehicles

Clinton, MI

2022 Jeep Compass Limited

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

2022 Jeep Compass Limited

Clinton, MI

Fair PriceLimited · 16
$19,49856,286 mi

Market: $17,200 – $23,275

Comparison: 16 similar vehicles

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

Clinton, MI

2023 Kia Sportage EX

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

2023 Kia Sportage EX

Clinton, MI

Fair PriceRobust · 107
$20,01462,459 mi

Market: $16,447 – $22,537

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Clinton, MI

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Clinton, MI

Fair PriceLimited · 18
$20,74033,410 mi

Market: $20,799 – $22,998

Comparison: 18 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 135 days listed (based on current market benchmarks)

Clinton, 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

Clinton, MI

Fair PriceModerate · 42
$20,92178,218 mi

Market: $9,580 – $21,438

Comparison: 42 similar vehicles

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

Clinton, MI

2016 Chevrolet Silverado 2500HD LT

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

2016 Chevrolet Silverado 2500HD LT

Clinton, MI

Unscored
$21,038158,500 mi

Comparison: 34 similar vehicles

Clinton, MI

2019 BMW 5 Series 530i

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

2019 BMW 5 Series 530i

Clinton, MI

UnscoredInsufficient · 3
$21,51855,046 mi

Comparison: 3 similar vehicles

Clinton, MI

2016 Cadillac Escalade Luxury

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

2016 Cadillac Escalade Luxury

Clinton, MI

Fair PriceModerate · 34
$21,568111,362 mi

Market: $14,999 – $27,995

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Clinton, MI

2019 Ford F-250 Super Duty XLT

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

2019 Ford F-250 Super Duty XLT

Clinton, MI

Unscored
$22,139151,664 mi

Comparison: 11 similar vehicles

Clinton, 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

Clinton, MI

UnscoredInsufficient · 0
$22,44843,580 mi

Clinton, MI

2020 Jeep Grand Cherokee Overland

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

2020 Jeep Grand Cherokee Overland

Clinton, MI

Fair PriceLimited · 15
$22,70171,505 mi

Market: $19,500 – $24,489

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Clinton, MI

2019 Chevrolet Tahoe Premier

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

2019 Chevrolet Tahoe Premier

Clinton, MI

UnscoredInsufficient · 3
$23,456125,999 mi

Comparison: 3 similar vehicles

Clinton, MI

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Clinton, MI

Fair PriceLimited · 15
$23,68621,479 mi

Market: $21,275 – $26,244

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Clinton, MI

2022 Subaru Crosstrek Sport

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

2022 Subaru Crosstrek Sport

Clinton, MI

UnscoredInsufficient · 0
$24,15838,512 mi

Clinton, MI

2021 Jeep Grand Cherokee Limited X

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

2021 Jeep Grand Cherokee Limited X

Clinton, MI

UnscoredInsufficient · 0
$25,31859,457 mi

Clinton, MI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Clinton, MI

Fair PriceRobust · 1540
$25,780Mileage not verified

Market: $22,775 – $29,079

Comparison: 1540 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Clinton, MI

2024 Jeep Grand Cherokee L Laredo

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

2024 Jeep Grand Cherokee L Laredo

Clinton, MI

UnscoredInsufficient · 0
$26,02958,419 mi

Clinton, MI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Clinton, MI

Fair PriceRobust · 1540
$26,353Mileage not verified

Market: $22,775 – $29,079

Comparison: 1540 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Clinton, MI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Clinton, MI

Fair PriceRobust · 1540
$26,412Mileage not verified

Market: $22,775 – $29,079

Comparison: 1540 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Clinton, MI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Clinton, MI

Fair PriceRobust · 1540
$26,590Mileage not verified

Market: $22,775 – $29,079

Comparison: 1540 similar vehicles

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

Clinton, MI

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Clinton, MI

Fair PriceRobust · 836
$27,154Mileage not verified

Market: $25,227 – $30,043

Comparison: 836 similar vehicles

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

Clinton, MI

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Clinton, MI

Fair PriceRobust · 836
$27,154Mileage not verified

Market: $25,227 – $30,043

Comparison: 836 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Clinton, MI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Clinton, MI

Fair PriceRobust · 1540
$27,227Mileage not verified

Market: $22,775 – $29,079

Comparison: 1540 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Clinton, 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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