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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

426 listings found

2011 Chrysler 200 Touring

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

2011 Chrysler 200 Touring

Marinette, WI

Unscored
$4,500136,186 mi

Comparison: 5 similar vehicles

Marinette, WI

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Marinette, WI

Unscored
$4,995197,912 mi

Comparison: 23 similar vehicles

Marinette, WI

2014 Ford Flex SEL

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

2014 Ford Flex SEL

Marinette, WI

UnscoredInsufficient · 4
$5,995189,360 mi

Comparison: 4 similar vehicles

Marinette, WI

2006 Nissan Xterra S

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

2006 Nissan Xterra S

Marinette, WI

UnscoredInsufficient · 0
$5,995182,114 mi

Marinette, WI

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Marinette, WI

Fair PriceLimited · 18
$6,495117,094 mi

Market: $6,750 – $13,999

Comparison: 18 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 5 days listed (based on current market benchmarks)

Marinette, WI

2017 Ford Focus SE

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

2017 Ford Focus SE

Marinette, WI

Unscored
$6,795182,204 mi

Comparison: 5 similar vehicles

Marinette, WI

1987 Jeep Wrangler Base

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

1987 Jeep Wrangler Base

Marinette, WI

UnscoredInsufficient · 0
$8,500108,500 mi

Marinette, WI

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Marinette, WI

Unscored
$8,795132,894 mi

Comparison: 41 similar vehicles

Marinette, WI

2013 Chevrolet Malibu 2LT

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

2013 Chevrolet Malibu 2LT

Marinette, WI

UnscoredInsufficient · 3
$8,795136,588 mi

Comparison: 3 similar vehicles

Marinette, WI

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Marinette, WI

Unscored
$8,999147,800 mi

Comparison: 8 similar vehicles

Marinette, WI

2020 Chevrolet Malibu RS

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

2020 Chevrolet Malibu RS

Marinette, WI

Unscored
$9,995197,690 mi

Comparison: 7 similar vehicles

Marinette, WI

2017 Ford Taurus SEL

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

2017 Ford Taurus SEL

Marinette, WI

Unscored
$9,999127,620 mi

Comparison: 5 similar vehicles

Marinette, WI

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Marinette, WI

Fair PriceModerate · 42
$10,00080,379 mi

Market: $5,955 – $16,990

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Marinette, WI

2018 Chevrolet Impala 1LT

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

2018 Chevrolet Impala 1LT

Marinette, WI

Unscored
$10,795161,377 mi

Comparison: 18 similar vehicles

Marinette, 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

Marinette, WI

Fair PriceModerate · 26
$10,995113,601 mi

Market: $9,933 – $15,995

Comparison: 26 similar vehicles

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

Marinette, WI

2018 Nissan Frontier S

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

2018 Nissan Frontier S

Marinette, WI

UnscoredInsufficient · 0
$11,90078,792 mi

Marinette, WI

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Marinette, WI

Fair PriceRobust · 76
$12,813111,789 mi

Market: $6,888 – $14,995

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Marinette, WI

2018 Subaru Forester Premium

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

2018 Subaru Forester Premium

Marinette, WI

Unscored
$12,995165,771 mi

Comparison: 55 similar vehicles

Marinette, WI

2017 INFINITI QX60 Base

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

2017 INFINITI QX60 Base

Marinette, WI

Unscored
$13,49595,653 mi

Comparison: 9 similar vehicles

Marinette, WI

2018 Dodge Grand Caravan SE Plus

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

2018 Dodge Grand Caravan SE Plus

Marinette, WI

OverpricedLimited · 11
$13,99593,351 mi

Market: $10,995 – $13,899

Comparison: 11 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Marinette, WI

2017 Honda Ridgeline RTS

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

2017 Honda Ridgeline RTS

Marinette, WI

UnscoredInsufficient · 3
$13,995165,781 mi

Comparison: 3 similar vehicles

Marinette, WI

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Marinette, WI

Fair PriceRobust · 216
$14,389107,643 mi

Market: $8,995 – $21,244

Comparison: 216 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Marinette, WI

2019 Lincoln MKZ Reserve II

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

2019 Lincoln MKZ Reserve II

Marinette, WI

UnscoredInsufficient · 0
$14,799103,043 mi

Marinette, WI

2005 Hummer H2 Base

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

2005 Hummer H2 Base

Marinette, WI

UnscoredInsufficient · 4
$14,900159,366 mi

Comparison: 4 similar vehicles

Marinette, WI

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Marinette, WI

Unscored
$14,995159,459 mi

Comparison: 125 similar vehicles

Marinette, WI

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Marinette, WI

Fair PriceRobust · 114
$15,178102,312 mi

Market: $11,699 – $19,995

Comparison: 114 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Marinette, WI

2017 Chevrolet Malibu Premier

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

2017 Chevrolet Malibu Premier

Marinette, WI

UnscoredInsufficient · 0
$15,30973,845 mi

Marinette, WI

2021 Chevrolet Trailblazer LS

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

2021 Chevrolet Trailblazer LS

Marinette, WI

UnscoredInsufficient · 4
$15,78860,905 mi

Comparison: 4 similar vehicles

Marinette, WI

2021 Ford Escape SE

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

2021 Ford Escape SE

Marinette, WI

Fair PriceModerate · 37
$15,99599,667 mi

Market: $9,213 – $18,990

Comparison: 37 similar vehicles

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

Marinette, WI

2021 Ford Expedition XL

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

2021 Ford Expedition XL

Marinette, WI

UnscoredInsufficient · 0
$16,995159,540 mi

Marinette, WI

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Marinette, WI

UnscoredInsufficient · 4
$16,995102,743 mi

Comparison: 4 similar vehicles

Marinette, WI

2024 Nissan Versa Sedan S

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

2024 Nissan Versa Sedan S

Marinette, WI

Fair PriceModerate · 20
$17,30929,081 mi

Market: $16,902 – $17,889

Comparison: 20 similar vehicles

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

Marinette, WI

2017 Jeep Wrangler Unlimited Willys Wheeler

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

2017 Jeep Wrangler Unlimited Willys Wheeler

Marinette, WI

UnscoredInsufficient · 4
$17,309116,985 mi

Comparison: 4 similar vehicles

Marinette, WI

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

Marinette, WI

UnscoredInsufficient · 0
$18,389101,395 mi

Marinette, WI

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Marinette, WI

Fair PriceRobust · 153
$18,49568,419 mi

Market: $9,995 – $19,245

Comparison: 153 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Marinette, WI

2020 Chevrolet Blazer 2LT

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

2020 Chevrolet Blazer 2LT

Marinette, WI

Fair PriceRobust · 51
$18,80985,125 mi

Market: $15,790 – $21,995

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Marinette, WI

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Marinette, WI

Fair PriceLimited · 10
$18,88873,979 mi

Market: $16,995 – $20,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Marinette, WI

2021 Kia Sorento X-Line

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

2021 Kia Sorento X-Line

Marinette, WI

UnscoredInsufficient · 0
$18,97888,544 mi

Marinette, WI

2021 Kia K5 GT-Line

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

2021 Kia K5 GT-Line

Marinette, WI

Fair PriceLimited · 10
$18,99598,148 mi

Market: $12,995 – $21,686

Comparison: 10 similar vehicles

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

Marinette, WI

2019 Honda CR-V EX-L

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

2019 Honda CR-V EX-L

Marinette, WI

Fair PriceModerate · 39
$19,209103,876 mi

Market: $13,600 – $22,993

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Marinette, WI

2024 Nissan Kicks S

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

2024 Nissan Kicks S

Marinette, WI

UnscoredInsufficient · 0
$19,3099,249 mi

Marinette, WI

2023 Volkswagen Taos SE

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

2023 Volkswagen Taos SE

Marinette, WI

Fair PriceModerate · 31
$19,78967,245 mi

Market: $16,894 – $21,389

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Marinette, WI

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Marinette, WI

Fair PriceRobust · 67
$19,88965,242 mi

Market: $16,300 – $22,311

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 230 days listed (based on current market benchmarks)

Marinette, WI

2023 Jeep Renegade Latitude

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

2023 Jeep Renegade Latitude

Marinette, WI

Fair PriceModerate · 22
$19,99853,239 mi

Market: $16,400 – $20,668

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 168 days listed (based on current market benchmarks)

Marinette, WI

2019 Dodge Challenger GT

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

2019 Dodge Challenger GT

Marinette, WI

UnscoredInsufficient · 0
$19,99978,690 mi

Marinette, WI

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Marinette, WI

Fair PriceRobust · 212
$20,38855,477 mi

Market: $15,903 – $25,304

Comparison: 212 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Marinette, WI

2019 Honda Pilot EX-L

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

2019 Honda Pilot EX-L

Marinette, WI

Fair PriceLimited · 17
$20,389100,040 mi

Market: $17,995 – $25,499

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Marinette, WI

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Marinette, WI

Fair PriceModerate · 45
$20,49590,567 mi

Market: $12,988 – $21,995

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Marinette, WI

2024 Chevrolet Equinox LS

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

2024 Chevrolet Equinox LS

Marinette, WI

Unscored
$20,88930,514 mi

Comparison: 34 similar vehicles

Marinette, WI

2024 Jeep Compass Limited

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

2024 Jeep Compass Limited

Marinette, WI

Fair PriceRobust · 50
$21,38962,873 mi

Market: $19,631 – $26,637

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 146 days listed (based on current market benchmarks)

Marinette, WI

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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