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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

366 listings found

2004 Pontiac Vibe Base

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

2004 Pontiac Vibe Base

Whitewater, WI

UnscoredInsufficient · 0
$1,995276,878 mi

Whitewater, WI

2003 Honda Civic LX

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

2003 Honda Civic LX

Whitewater, WI

UnscoredInsufficient · 0
$2,295254,306 mi

Whitewater, WI

2001 Ford Expedition Base

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

2001 Ford Expedition Base

Whitewater, WI

UnscoredInsufficient · 0
$2,495197,641 mi

Whitewater, WI

2009 Kia Sedona LX

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

2009 Kia Sedona LX

Whitewater, WI

UnscoredInsufficient · 0
$2,895239,209 mi

Whitewater, WI

2009 Honda Accord LX

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

2009 Honda Accord LX

Whitewater, WI

Unscored
$3,195249,348 mi

Comparison: 12 similar vehicles

Whitewater, WI

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Whitewater, WI

Unscored
$4,495149,941 mi

Comparison: 25 similar vehicles

Whitewater, WI

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Whitewater, WI

Unscored
$4,895130,665 mi

Comparison: 26 similar vehicles

Whitewater, WI

2016 Dodge Grand Caravan SXT Plus

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

2016 Dodge Grand Caravan SXT Plus

Whitewater, WI

OverpricedLimited · 15
$6,995146,784 mi

Market: $4,154 – $4,192

Comparison: 15 similar vehicles

Priced ~67% above the typical market range for similar vehicles (based on current market benchmarks)

Whitewater, WI

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Whitewater, WI

Unscored
$6,995169,504 mi

Comparison: 5 similar vehicles

Whitewater, WI

2013 Nissan Quest S

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

2013 Nissan Quest S

Whitewater, WI

UnscoredInsufficient · 0
$7,99594,806 mi

Whitewater, WI

2012 Buick Enclave Base

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

2012 Buick Enclave Base

Whitewater, WI

UnscoredInsufficient · 0
$8,964147,761 mi

Whitewater, 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

Whitewater, WI

Unscored
$12,294107,160 mi

Comparison: 9 similar vehicles

Whitewater, WI

2007 Dodge Ram 1500 Pickup SLT

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

2007 Dodge Ram 1500 Pickup SLT

Whitewater, WI

UnscoredInsufficient · 3
$12,299115,878 mi

Comparison: 3 similar vehicles

Whitewater, WI

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Whitewater, WI

Fair PriceLimited · 11
$14,29492,669 mi

Market: $7,632 – $14,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Whitewater, WI

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Whitewater, WI

Fair PriceRobust · 60
$15,28793,523 mi

Market: $8,895 – $17,037

Comparison: 60 similar vehicles

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

Whitewater, WI

2018 Jeep Compass Limited

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

2018 Jeep Compass Limited

Whitewater, WI

OverpricedLimited · 18
$15,28788,631 mi

Market: $10,995 – $15,164

Comparison: 18 similar vehicles

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

Whitewater, WI

2019 Jeep Compass Latitude

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

2019 Jeep Compass Latitude

Whitewater, WI

Fair PriceLimited · 11
$15,94054,561 mi

Market: $13,490 – $19,994

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Whitewater, WI

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Whitewater, WI

Fair PriceModerate · 44
$16,28788,992 mi

Market: $8,995 – $17,672

Comparison: 44 similar vehicles

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

Whitewater, WI

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Whitewater, WI

Fair PriceRobust · 60
$16,28777,114 mi

Market: $8,895 – $17,037

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Whitewater, WI

2018 Chevrolet Colorado Z71

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

2018 Chevrolet Colorado Z71

Whitewater, WI

Unscored
$17,294148,420 mi

Comparison: 6 similar vehicles

Whitewater, WI

2018 Chevrolet Impala Premier

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

2018 Chevrolet Impala Premier

Whitewater, WI

UnscoredInsufficient · 3
$17,29477,918 mi

Comparison: 3 similar vehicles

Whitewater, WI

2020 Buick Envision Premium II

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

2020 Buick Envision Premium II

Whitewater, WI

Unscored
$17,428124,965 mi

Comparison: 5 similar vehicles

Whitewater, WI

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Whitewater, WI

Fair PriceModerate · 36
$17,70870,242 mi

Market: $10,695 – $19,999

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Whitewater, WI

2023 Chevrolet TrailBlazer Activ

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

2023 Chevrolet TrailBlazer Activ

Whitewater, WI

Unscored
$17,72293,578 mi

Comparison: 5 similar vehicles

Whitewater, WI

2021 Ford Bronco Sport Base

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

2021 Ford Bronco Sport Base

Whitewater, WI

Fair PriceModerate · 34
$17,99574,031 mi

Market: $11,704 – $20,378

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Whitewater, WI

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Whitewater, WI

Unscored
$18,78766,213 mi

Comparison: 8 similar vehicles

Whitewater, WI

2025 Jeep Compass Latitude

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

2025 Jeep Compass Latitude

Whitewater, WI

Fair PriceModerate · 41
$19,28831,980 mi

Market: $18,248 – $29,673

Comparison: 41 similar vehicles

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

Whitewater, WI

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Whitewater, WI

OverpricedModerate · 37
$19,99569,663 mi

Market: $9,900 – $17,238

Comparison: 37 similar vehicles

Priced ~16% above the typical market range for similar vehicles (based on current market benchmarks)

Whitewater, WI

2021 Chevrolet Blazer 3LT

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

2021 Chevrolet Blazer 3LT

Whitewater, WI

UnscoredInsufficient · 3
$20,28792,282 mi

Comparison: 3 similar vehicles

Whitewater, WI

2020 Chevrolet Equinox 2FL

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

2020 Chevrolet Equinox 2FL

Whitewater, WI

Fair PriceLimited · 16
$20,28738,546 mi

Market: $13,800 – $31,215

Comparison: 16 similar vehicles

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

Whitewater, WI

2018 Jeep Wrangler JK Sport

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

2018 Jeep Wrangler JK Sport

Whitewater, WI

UnscoredInsufficient · 0
$20,28769,137 mi

Whitewater, WI

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Whitewater, WI

Fair PriceRobust · 466
$20,79966,786 mi

Market: $18,402 – $26,327

Comparison: 466 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Whitewater, WI

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Whitewater, WI

Fair PriceRobust · 79
$20,81151,569 mi

Market: $20,590 – $32,175

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Whitewater, WI

2019 Buick Envision Essence

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

2019 Buick Envision Essence

Whitewater, WI

UnscoredInsufficient · 3
$20,81155,787 mi

Comparison: 3 similar vehicles

Whitewater, WI

2021 Chevrolet Blazer 2LT

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

2021 Chevrolet Blazer 2LT

Whitewater, WI

Unscored
$21,25674,394 mi

Comparison: 5 similar vehicles

Whitewater, WI

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Whitewater, WI

Fair PriceModerate · 29
$21,28736,904 mi

Market: $15,995 – $24,389

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Whitewater, WI

2023 Buick Encore GX Select

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

2023 Buick Encore GX Select

Whitewater, WI

UnscoredInsufficient · 3
$21,78728,324 mi

Comparison: 3 similar vehicles

Whitewater, WI

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Whitewater, WI

Unscored
$21,86534,622 mi

Comparison: 8 similar vehicles

Whitewater, WI

2022 Chevrolet Blazer 2LT

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

2022 Chevrolet Blazer 2LT

Whitewater, WI

UnscoredInsufficient · 4
$22,72953,990 mi

Comparison: 4 similar vehicles

Whitewater, WI

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Whitewater, WI

Unscored
$23,29435,740 mi

Comparison: 6 similar vehicles

Whitewater, WI

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

Whitewater, WI

OverpricedModerate · 22
$24,25574,935 mi

Market: $14,411 – $24,089

Comparison: 22 similar vehicles

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

Whitewater, WI

2025 Chevrolet Trax RS

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

2025 Chevrolet Trax RS

Whitewater, WI

OverpricedLimited · 13
$24,28727,647 mi

Market: $21,367 – $23,010

Comparison: 13 similar vehicles

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

Whitewater, WI

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Whitewater, WI

Fair PriceRobust · 64
$24,28721,426 mi

Market: $21,500 – $26,160

Comparison: 64 similar vehicles

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

Whitewater, WI

2017 GMC Sierra 1500 SLT

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

2017 GMC Sierra 1500 SLT

Whitewater, WI

Unscored
$24,287104,075 mi

Comparison: 7 similar vehicles

Whitewater, WI

2023 Kia Sportage X-Line

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

2023 Kia Sportage X-Line

Whitewater, WI

Fair PriceModerate · 22
$24,29453,990 mi

Market: $19,995 – $25,840

Comparison: 22 similar vehicles

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

Whitewater, WI

2023 Chevrolet Equinox RS

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

2023 Chevrolet Equinox RS

Whitewater, WI

OverpricedLimited · 11
$24,78752,946 mi

Market: $20,671 – $24,680

Comparison: 11 similar vehicles

Whitewater, WI

2020 Jeep Gladiator Rubicon

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

2020 Jeep Gladiator Rubicon

Whitewater, WI

Fair PriceLimited · 10
$24,84995,652 mi

Market: $24,994 – $29,404

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 50 days listed (based on current market benchmarks)

Whitewater, WI

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Whitewater, WI

Fair PriceRobust · 64
$24,95229,523 mi

Market: $21,500 – $26,160

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Whitewater, WI

2018 Chevrolet Silverado 1500 LT Z71

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

2018 Chevrolet Silverado 1500 LT Z71

Whitewater, WI

OverpricedRobust · 58
$25,28799,486 mi

Market: $14,295 – $24,815

Comparison: 58 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Whitewater, WI

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Whitewater, WI

Fair PriceRobust · 52
$25,28793,481 mi

Market: $11,532 – $27,116

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Whitewater, WI

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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