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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

1,475 listings found

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Brookfield, WI

Unscored
$4,495209,250 mi

Comparison: 37 similar vehicles

Brookfield, WI

2015 Dodge Durango SXT Plus

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

2015 Dodge Durango SXT Plus

Brookfield, WI

Unscored
$6,995215,098 mi

Comparison: 6 similar vehicles

Brookfield, WI

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Brookfield, WI

Unscored
$6,995185,013 mi

Comparison: 14 similar vehicles

Brookfield, WI

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Brookfield, WI

Unscored
$7,990132,288 mi

Comparison: 6 similar vehicles

Brookfield, WI

2014 Ford Transit Connect XLT

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

2014 Ford Transit Connect XLT

Brookfield, WI

Unscored
$7,995168,803 mi

Comparison: 12 similar vehicles

Brookfield, WI

1990 Chrysler TC

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

1990 Chrysler TC

Brookfield, WI

UnscoredInsufficient · 0
$8,99572,013 mi

Brookfield, WI

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Brookfield, WI

Unscored
$9,995129,050 mi

Comparison: 41 similar vehicles

Brookfield, WI

2001 Volkswagen GTI GLX

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

2001 Volkswagen GTI GLX

Brookfield, WI

UnscoredInsufficient · 0
$9,995148,255 mi

Brookfield, WI

2014 Nissan Rogue SV

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

2014 Nissan Rogue SV

Brookfield, WI

UnscoredInsufficient · 3
$10,49894,066 mi

Comparison: 3 similar vehicles

Brookfield, WI

2009 Mercedes-Benz GL-Class GL550

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

2009 Mercedes-Benz GL-Class GL550

Brookfield, WI

UnscoredInsufficient · 0
$10,995175,415 mi

Brookfield, WI

1989 Pontiac Firebird

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

1989 Pontiac Firebird

Brookfield, WI

UnscoredInsufficient · 0
$11,99058,977 mi

Brookfield, 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

Brookfield, WI

Fair PriceLimited · 16
$13,495118,824 mi

Market: $7,995 – $13,750

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Brookfield, WI

2013 Mercedes-Benz E-Class E350 Sport

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

2013 Mercedes-Benz E-Class E350 Sport

Brookfield, WI

UnscoredInsufficient · 0
$13,595106,686 mi

Brookfield, WI

2008 Mazda MX-5 Miata Grand Touring Hard Top

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

2008 Mazda MX-5 Miata Grand Touring Hard Top

Brookfield, WI

UnscoredInsufficient · 0
$14,49073,285 mi

Brookfield, WI

2019 INFINITI QX60 LUXE

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

2019 INFINITI QX60 LUXE

Brookfield, WI

Unscored
$14,515108,377 mi

Comparison: 7 similar vehicles

Brookfield, WI

2013 Mercedes-Benz E-Class E350 Luxury

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

2013 Mercedes-Benz E-Class E350 Luxury

Brookfield, WI

Unscored
$14,59598,527 mi

Comparison: 8 similar vehicles

Brookfield, WI

2015 Honda Civic LX

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

2015 Honda Civic LX

Brookfield, WI

OverpricedLimited · 13
$14,72275,375 mi

Market: $8,500 – $10,108

Comparison: 13 similar vehicles

Priced ~46% above the typical market range for similar vehicles (based on current market benchmarks)

Brookfield, WI

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

Brookfield, WI

Fair PriceLimited · 18
$14,99041,438 mi

Market: $14,288 – $17,314

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Brookfield, WI

2017 Chrysler 300 Limited

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

2017 Chrysler 300 Limited

Brookfield, WI

Fair PriceModerate · 20
$14,99095,434 mi

Market: $10,562 – $16,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Brookfield, WI

2017 Mercedes-Benz GLE-Class GLE350

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

2017 Mercedes-Benz GLE-Class GLE350

Brookfield, WI

Unscored
$14,995140,132 mi

Comparison: 9 similar vehicles

Brookfield, WI

2013 Lexus ES 350

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

2013 Lexus ES 350

Brookfield, WI

Fair PriceModerate · 32
$15,352101,533 mi

Market: $9,950 – $15,995

Comparison: 32 similar vehicles

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

Brookfield, WI

2016 Audi A6 Prestige

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

2016 Audi A6 Prestige

Brookfield, WI

UnscoredInsufficient · 3
$15,612107,212 mi

Comparison: 3 similar vehicles

Brookfield, WI

2017 Audi Q7 Premium Plus

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

2017 Audi Q7 Premium Plus

Brookfield, WI

Fair PriceLimited · 18
$15,995102,585 mi

Market: $9,598 – $16,019

Comparison: 18 similar vehicles

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

Brookfield, WI

2016 Mercedes-Benz Metris Cargo Van Base

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

2016 Mercedes-Benz Metris Cargo Van Base

Brookfield, WI

UnscoredInsufficient · 4
$15,995144,325 mi

Comparison: 4 similar vehicles

Brookfield, WI

2017 Cadillac CTS Sedan Base

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

2017 Cadillac CTS Sedan Base

Brookfield, WI

Unscored
$16,48962,587 mi

Comparison: 8 similar vehicles

Brookfield, WI

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Brookfield, WI

UnscoredInsufficient · 3
$16,49893,927 mi

Comparison: 3 similar vehicles

Brookfield, WI

2022 Kia Soul LX

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

2022 Kia Soul LX

Brookfield, WI

UnscoredInsufficient · 4
$16,72331,622 mi

Comparison: 4 similar vehicles

Brookfield, WI

2019 Audi Q7 Premium Plus

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

2019 Audi Q7 Premium Plus

Brookfield, WI

Unscored
$16,995111,532 mi

Comparison: 6 similar vehicles

Brookfield, WI

2018 GENESIS G80 Base

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

2018 GENESIS G80 Base

Brookfield, WI

Fair PriceLimited · 11
$17,48991,058 mi

Market: $13,900 – $19,800

Comparison: 11 similar vehicles

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

Brookfield, WI

2022 Volkswagen Jetta SE

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

2022 Volkswagen Jetta SE

Brookfield, WI

OverpricedModerate · 24
$17,49079,820 mi

Market: $14,570 – $17,417

Comparison: 24 similar vehicles

Brookfield, WI

2022 GMC Terrain SLE

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

2022 GMC Terrain SLE

Brookfield, WI

Unscored
$17,99082,098 mi

Comparison: 7 similar vehicles

Brookfield, WI

2021 GMC Terrain SLE

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

2021 GMC Terrain SLE

Brookfield, WI

Fair PriceModerate · 29
$17,99060,237 mi

Market: $9,995 – $23,823

Comparison: 29 similar vehicles

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

Brookfield, WI

2021 Volkswagen Jetta S

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

2021 Volkswagen Jetta S

Brookfield, WI

Unscored
$17,99037,800 mi

Comparison: 5 similar vehicles

Brookfield, WI

2020 BMW 5 Series 530e

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

2020 BMW 5 Series 530e

Brookfield, WI

UnscoredInsufficient · 0
$17,995127,601 mi

Brookfield, WI

2018 Volkswagen Passat GT

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

2018 Volkswagen Passat GT

Brookfield, WI

UnscoredInsufficient · 0
$18,49048,412 mi

Brookfield, WI

2021 Ford Edge SEL

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

2021 Ford Edge SEL

Brookfield, WI

OverpricedLimited · 18
$18,49890,444 mi

Market: $12,995 – $14,995

Comparison: 18 similar vehicles

Priced ~23% above the typical market range for similar vehicles (based on current market benchmarks)

Brookfield, WI

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Brookfield, WI

Fair PriceRobust · 99
$18,51545,331 mi

Market: $17,990 – $21,030

Comparison: 99 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Brookfield, WI

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Brookfield, WI

Fair PriceRobust · 55
$18,89072,934 mi

Market: $16,974 – $22,591

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Brookfield, WI

1985 Alfa Romeo Veloce

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

1985 Alfa Romeo Veloce

Brookfield, WI

UnscoredInsufficient · 0
$18,99564,968 mi

Brookfield, WI

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

Brookfield, WI

UnscoredInsufficient · 0
$19,29032,840 mi

Brookfield, WI

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Brookfield, WI

Fair PriceRobust · 82
$19,44063,357 mi

Market: $17,912 – $27,132

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Brookfield, WI

2018 Toyota Prius Three

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

2018 Toyota Prius Three

Brookfield, WI

UnscoredInsufficient · 0
$19,94059,919 mi

Brookfield, WI

2024 Buick Encore GX Preferred

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

2024 Buick Encore GX Preferred

Brookfield, WI

UnscoredInsufficient · 4
$19,99047,278 mi

Comparison: 4 similar vehicles

Brookfield, WI

2022 RAM Promaster City Base

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

2022 RAM Promaster City Base

Brookfield, WI

Fair PriceRobust · 64
$19,99076,117 mi

Market: $8,855 – $22,998

Comparison: 64 similar vehicles

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

Brookfield, WI

2021 Subaru Ascent Premium

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

2021 Subaru Ascent Premium

Brookfield, WI

UnscoredInsufficient · 4
$19,99069,757 mi

Comparison: 4 similar vehicles

Brookfield, WI

2019 Chevrolet Traverse RS

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

2019 Chevrolet Traverse RS

Brookfield, WI

UnscoredInsufficient · 4
$19,99086,304 mi

Comparison: 4 similar vehicles

Brookfield, WI

2023 Jeep Compass Latitude

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

2023 Jeep Compass Latitude

Brookfield, WI

Unscored
$19,99242,086 mi

Comparison: 7 similar vehicles

Brookfield, WI

2013 Mercedes-Benz SLK-Class SLK250

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

2013 Mercedes-Benz SLK-Class SLK250

Brookfield, WI

UnscoredInsufficient · 0
$19,99568,991 mi

Brookfield, WI

1988 Toyota Celica

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

1988 Toyota Celica

Brookfield, WI

UnscoredInsufficient · 0
$19,99557,604 mi

Brookfield, WI

2025 Volkswagen Jetta S

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

2025 Volkswagen Jetta S

Brookfield, WI

UnscoredInsufficient · 3
$19,99610,367 mi

Comparison: 3 similar vehicles

Brookfield, 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 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.
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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