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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 11, 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

508 listings found

2010 Mazda MAZDA3 i Sport

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

2010 Mazda MAZDA3 i Sport

Baraboo, WI

UnscoredInsufficient · 4
$3,970165,699 mi

Comparison: 4 similar vehicles

Baraboo, WI

2014 Chrysler Town & Country Touring-L

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

2014 Chrysler Town & Country Touring-L

Baraboo, WI

Unscored
$4,880205,656 mi

Comparison: 27 similar vehicles

Baraboo, WI

2014 Chevrolet Traverse LS

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

2014 Chevrolet Traverse LS

Baraboo, WI

UnscoredInsufficient · 3
$4,940165,688 mi

Comparison: 3 similar vehicles

Baraboo, WI

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Baraboo, WI

Fair PriceModerate · 33
$6,100113,147 mi

Market: $3,995 – $9,374

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Baraboo, WI

2009 Toyota Corolla Base

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

2009 Toyota Corolla Base

Baraboo, WI

Unscored
$6,121152,638 mi

Comparison: 6 similar vehicles

Baraboo, WI

2011 Mercedes-Benz M-Class ML350

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

2011 Mercedes-Benz M-Class ML350

Baraboo, WI

Unscored
$7,155172,156 mi

Comparison: 7 similar vehicles

Baraboo, WI

2020 Jeep Renegade Latitude

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

2020 Jeep Renegade Latitude

Baraboo, WI

Unscored
$7,182230,952 mi

Comparison: 35 similar vehicles

Baraboo, WI

1999 Mercedes-Benz C-Class Base

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

1999 Mercedes-Benz C-Class Base

Baraboo, WI

UnscoredInsufficient · 0
$7,32768,812 mi

Baraboo, WI

2013 Chevrolet Volt Base

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

2013 Chevrolet Volt Base

Baraboo, WI

Fair PriceLimited · 12
$7,98376,500 mi

Market: $4,900 – $9,499

Comparison: 12 similar vehicles

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

Baraboo, WI

2016 Dodge Journey R/T

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

2016 Dodge Journey R/T

Baraboo, WI

UnscoredInsufficient · 3
$8,164133,193 mi

Comparison: 3 similar vehicles

Baraboo, WI

2013 Nissan Pathfinder SL

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

2013 Nissan Pathfinder SL

Baraboo, WI

OverpricedLimited · 16
$8,664124,555 mi

Market: $4,495 – $7,995

Comparison: 16 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Baraboo, WI

2013 Jeep Wrangler Unlimited Sport

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

2013 Jeep Wrangler Unlimited Sport

Baraboo, WI

UnscoredInsufficient · 3
$8,691206,352 mi

Comparison: 3 similar vehicles

Baraboo, WI

2017 Nissan Pathfinder S

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

2017 Nissan Pathfinder S

Baraboo, WI

Unscored
$9,164111,426 mi

Comparison: 9 similar vehicles

Baraboo, WI

2015 Nissan Rogue S

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

2015 Nissan Rogue S

Baraboo, WI

UnscoredInsufficient · 3
$9,16483,082 mi

Comparison: 3 similar vehicles

Baraboo, WI

2011 Mercedes-Benz E-Class E350 Sport

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

2011 Mercedes-Benz E-Class E350 Sport

Baraboo, WI

Unscored
$9,164119,235 mi

Comparison: 8 similar vehicles

Baraboo, WI

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Baraboo, WI

UnscoredInsufficient · 3
$9,550173,163 mi

Comparison: 3 similar vehicles

Baraboo, WI

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Baraboo, WI

Unscored
$9,664152,452 mi

Comparison: 55 similar vehicles

Baraboo, WI

2017 Ford Escape SE

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

2017 Ford Escape SE

Baraboo, WI

Unscored
$9,910110,675 mi

Comparison: 6 similar vehicles

Baraboo, WI

2018 Kia Sportage LX

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

2018 Kia Sportage LX

Baraboo, WI

UnscoredInsufficient · 4
$9,99978,809 mi

Comparison: 4 similar vehicles

Baraboo, WI

2017 Jeep Cherokee Sport

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

2017 Jeep Cherokee Sport

Baraboo, WI

Fair PriceLimited · 11
$10,164112,762 mi

Market: $6,995 – $10,840

Comparison: 11 similar vehicles

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

Baraboo, WI

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Baraboo, WI

Fair PriceRobust · 104
$10,16489,393 mi

Market: $4,995 – $15,366

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Baraboo, WI

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Baraboo, WI

Fair PriceModerate · 39
$10,164100,678 mi

Market: $4,500 – $13,995

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Baraboo, WI

1983 Cadillac Eldorado

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

1983 Cadillac Eldorado

Baraboo, WI

UnscoredInsufficient · 0
$10,16415,739 mi

Baraboo, WI

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Baraboo, WI

UnscoredInsufficient · 3
$10,408117,159 mi

Comparison: 3 similar vehicles

Baraboo, WI

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Baraboo, WI

Fair PriceModerate · 34
$10,66489,621 mi

Market: $3,500 – $16,900

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 179 days listed (based on current market benchmarks)

Baraboo, WI

2016 Audi Q3 Premium Plus

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

2016 Audi Q3 Premium Plus

Baraboo, WI

Fair PriceModerate · 26
$10,664117,627 mi

Market: $7,995 – $13,495

Comparison: 26 similar vehicles

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

Baraboo, WI

2016 Chevrolet Cruze Premier

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

2016 Chevrolet Cruze Premier

Baraboo, WI

Unscored
$10,99974,500 mi

Comparison: 8 similar vehicles

Baraboo, WI

2021 Chevrolet Malibu 1LT

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

2021 Chevrolet Malibu 1LT

Baraboo, WI

Fair PriceRobust · 59
$11,16494,627 mi

Market: $7,995 – $17,301

Comparison: 59 similar vehicles

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

Baraboo, WI

2018 Chrysler Pacifica Touring L

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

2018 Chrysler Pacifica Touring L

Baraboo, WI

Unscored
$11,164138,249 mi

Comparison: 97 similar vehicles

Baraboo, WI

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Baraboo, WI

Fair PriceLimited · 15
$11,16480,260 mi

Market: $9,750 – $14,923

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Baraboo, WI

2015 Dodge Grand Caravan SE

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

2015 Dodge Grand Caravan SE

Baraboo, WI

Fair PriceRobust · 51
$11,16489,772 mi

Market: $5,900 – $24,995

Comparison: 51 similar vehicles

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

Baraboo, WI

2015 Nissan Murano SL

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

2015 Nissan Murano SL

Baraboo, WI

Fair PriceModerate · 43
$11,164101,947 mi

Market: $3,400 – $18,495

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 131 days listed (based on current market benchmarks)

Baraboo, WI

2015 BMW X5 xDrive35i

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

2015 BMW X5 xDrive35i

Baraboo, WI

Unscored
$11,164134,063 mi

Comparison: 42 similar vehicles

Baraboo, WI

2008 Mercedes-Benz S-Class S63 AMG

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

2008 Mercedes-Benz S-Class S63 AMG

Baraboo, WI

UnscoredInsufficient · 0
$11,164177,282 mi

Baraboo, WI

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

Baraboo, WI

Unscored
$11,255181,011 mi

Comparison: 116 similar vehicles

Baraboo, WI

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Baraboo, WI

UnscoredInsufficient · 3
$11,397129,680 mi

Comparison: 3 similar vehicles

Baraboo, WI

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Baraboo, WI

UnscoredInsufficient · 3
$11,49972,700 mi

Comparison: 3 similar vehicles

Baraboo, WI

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Baraboo, WI

UnscoredInsufficient · 4
$11,499117,085 mi

Comparison: 4 similar vehicles

Baraboo, WI

2018 Kia Optima LX

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

2018 Kia Optima LX

Baraboo, WI

Fair PriceModerate · 45
$11,66467,347 mi

Market: $4,916 – $14,995

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 181 days listed (based on current market benchmarks)

Baraboo, WI

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Baraboo, WI

Fair PriceLimited · 15
$11,700112,069 mi

Market: $12,137 – $15,013

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 7 days listed (based on current market benchmarks)

Baraboo, WI

2017 Dodge Journey GT

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

2017 Dodge Journey GT

Baraboo, WI

OverpricedLimited · 11
$11,70067,169 mi

Market: $4,799 – $11,000

Comparison: 11 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Baraboo, WI

2015 BMW X5 xDrive35d

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

2015 BMW X5 xDrive35d

Baraboo, WI

Unscored
$11,934178,500 mi

Comparison: 5 similar vehicles

Baraboo, WI

2018 Chrysler Pacifica Touring L Plus

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

2018 Chrysler Pacifica Touring L Plus

Baraboo, WI

Fair PriceRobust · 83
$11,999111,875 mi

Market: $8,999 – $42,827

Comparison: 83 similar vehicles

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

Baraboo, WI

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Baraboo, WI

Fair PriceModerate · 49
$11,99975,000 mi

Market: $5,900 – $15,995

Comparison: 49 similar vehicles

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

Baraboo, WI

2016 Jeep Cherokee Trailhawk

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

2016 Jeep Cherokee Trailhawk

Baraboo, WI

Fair PriceRobust · 72
$11,99992,850 mi

Market: $6,991 – $14,900

Comparison: 72 similar vehicles

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

Baraboo, WI

2013 Ford F-150 Platinum

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

2013 Ford F-150 Platinum

Baraboo, WI

Unscored
$12,124172,720 mi

Comparison: 8 similar vehicles

Baraboo, WI

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Baraboo, WI

Fair PriceRobust · 57
$12,16499,035 mi

Market: $4,999 – $15,675

Comparison: 57 similar vehicles

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

Baraboo, WI

2019 Buick Envision Preferred

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

2019 Buick Envision Preferred

Baraboo, WI

UnscoredInsufficient · 3
$12,164124,361 mi

Comparison: 3 similar vehicles

Baraboo, WI

2017 Chrysler Pacifica Touring-L Plus

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

2017 Chrysler Pacifica Touring-L Plus

Baraboo, WI

Unscored
$12,164143,986 mi

Comparison: 109 similar vehicles

Baraboo, WI

2017 Nissan Armada Platinum

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

2017 Nissan Armada Platinum

Baraboo, WI

Unscored
$12,164143,731 mi

Comparison: 22 similar vehicles

Baraboo, WI

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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