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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

99 listings found

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Colfax, WI

UnscoredInsufficient · 3
$2,999307,214 mi

Comparison: 3 similar vehicles

Colfax, WI

2013 Chrysler Town & Country Touring

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

2013 Chrysler Town & Country Touring

Chippewa Falls, WI

UnscoredLimited · 9
$6,269174,998 mi

Comparison: 9 similar vehicles

Chippewa Falls, 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

Chippewa Falls, WI

UnscoredRobust · 54
$7,850179,000 mi

Comparison: 54 similar vehicles

Chippewa Falls, WI

2019 Dodge Grand Caravan SE

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

2019 Dodge Grand Caravan SE

Chippewa Falls, WI

UnscoredModerate · 38
$10,248129,783 mi

Comparison: 38 similar vehicles

Chippewa Falls, WI

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Cumberland, WI

UnscoredInsufficient · 3
$11,999115,301 mi

Comparison: 3 similar vehicles

Cumberland, WI

2020 Chrysler Voyager LXI

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

2020 Chrysler Voyager LXI

Rice Lake, WI

UnscoredLimited · 12
$12,840129,292 mi

Comparison: 12 similar vehicles

Rice Lake, WI

2019 Dodge Grand Caravan Crew

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

2019 Dodge Grand Caravan Crew

Cumberland, WI

UnscoredInsufficient · 0
$15,39998,897 mi

Cumberland, WI

2017 Toyota Sienna LE

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

2017 Toyota Sienna LE

Hayward, WI

Fair PriceLimited · 18
$16,900108,565 mi

Market: $10,999 – $19,348

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Hayward, WI

2019 Dodge Grand Caravan Crew Plus

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

2019 Dodge Grand Caravan Crew Plus

Chippewa Falls, WI

UnscoredInsufficient · 0
$17,39151,429 mi

Chippewa Falls, WI

2024 Chrysler Voyager LX

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

2024 Chrysler Voyager LX

Hayward, WI

Fair PriceModerate · 38
$17,500113,675 mi

Market: $14,495 – $27,349

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Hayward, WI

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Chippewa Falls, WI

Fair PriceRobust · 102
$18,99983,247 mi

Market: $8,900 – $40,340

Comparison: 102 similar vehicles

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

Chippewa Falls, WI

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Cumberland, WI

UnscoredLimited · 7
$19,99972,122 mi

Comparison: 7 similar vehicles

Cumberland, WI

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Chippewa Falls, WI

UnscoredInsufficient · 3
$20,34165,194 mi

Comparison: 3 similar vehicles

Chippewa Falls, WI

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Hayward, WI

Fair PriceModerate · 27
$20,50072,512 mi

Market: $18,990 – $21,998

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Hayward, WI

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Barron, WI

UnscoredInsufficient · 4
$20,65882,159 mi

Comparison: 4 similar vehicles

Barron, WI

2023 Chrysler Pacifica Touring

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

2023 Chrysler Pacifica Touring

Fifield, WI

UnscoredLimited · 7
$20,995101,073 mi

Comparison: 7 similar vehicles

Fifield, WI

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Hayward, WI

Fair PriceModerate · 27
$21,37871,069 mi

Market: $18,990 – $21,998

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 121 days listed (based on current market benchmarks)

Hayward, 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

Hayward, WI

Fair PriceRobust · 421
$21,73572,223 mi

Market: $19,345 – $27,340

Comparison: 421 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Hayward, WI

2022 Chrysler Pacifica Touring L

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

2022 Chrysler Pacifica Touring L

Chippewa Falls, WI

UnscoredInsufficient · 4
$22,16767,701 mi

Comparison: 4 similar vehicles

Chippewa Falls, WI

2022 Chrysler Pacifica Touring L

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

2022 Chrysler Pacifica Touring L

Chippewa Falls, WI

UnscoredInsufficient · 3
$22,84894,357 mi

Comparison: 3 similar vehicles

Chippewa Falls, 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

Barron, WI

UnscoredLimited · 10
$23,12864,290 mi

Comparison: 10 similar vehicles

Barron, 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

Chippewa Falls, WI

Fair PriceModerate · 27
$23,36865,836 mi

Market: $21,091 – $25,313

Comparison: 27 similar vehicles

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

Chippewa Falls, 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

Medford, WI

UnscoredLimited · 6
$23,53768,438 mi

Comparison: 6 similar vehicles

Medford, 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

Barron, WI

UnscoredInsufficient · 3
$23,92657,957 mi

Comparison: 3 similar vehicles

Barron, 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

Rice Lake, WI

Fair PriceLimited · 13
$23,99082,958 mi

Market: $23,128 – $24,367

Comparison: 13 similar vehicles

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

Rice Lake, WI

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Rice Lake, WI

UnscoredLimited · 5
$24,69955,286 mi

Comparison: 5 similar vehicles

Rice Lake, 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

Stanley, WI

OverpricedLimited · 11
$25,31375,500 mi

Market: $23,368 – $24,988

Comparison: 11 similar vehicles

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

Stanley, WI

2024 Chrysler Pacifica PHEV Select

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

2024 Chrysler Pacifica PHEV Select

Rice Lake, WI

Fair PriceRobust · 85
$25,33765,139 mi

Market: $21,933 – $27,349

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 190 days listed (based on current market benchmarks)

Rice Lake, WI

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Chippewa Falls, WI

UnscoredLimited · 7
$25,36363,202 mi

Comparison: 7 similar vehicles

Chippewa Falls, 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

Phillips, WI

UnscoredInsufficient · 4
$25,99566,210 mi

Comparison: 4 similar vehicles

Phillips, 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

Fifield, WI

Fair PriceRobust · 456
$25,99564,824 mi

Market: $19,500 – $27,999

Comparison: 456 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Fifield, WI

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Cumberland, WI

UnscoredLimited · 8
$26,92552,041 mi

Comparison: 8 similar vehicles

Cumberland, WI

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Fifield, WI

Fair PriceRobust · 212
$26,99562,180 mi

Market: $16,500 – $48,995

Comparison: 212 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Fifield, WI

2020 Toyota Sienna XLE

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

2020 Toyota Sienna XLE

Cameron, WI

UnscoredLimited · 5
$27,294106,072 mi

Comparison: 5 similar vehicles

Cameron, WI

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Sand Creek, WI

UnscoredLimited · 7
$29,19762,999 mi

Comparison: 7 similar vehicles

Sand Creek, WI

2024 Chrysler Pacifica PHEV Select

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

2024 Chrysler Pacifica PHEV Select

Rice Lake, WI

UnscoredLimited · 9
$30,04249,673 mi

Comparison: 9 similar vehicles

Rice Lake, WI

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Rice Lake, WI

UnscoredLimited · 8
$30,85042,608 mi

Comparison: 8 similar vehicles

Rice Lake, WI

2018 Toyota Sienna SE Premium

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

2018 Toyota Sienna SE Premium

Chippewa Falls, WI

UnscoredInsufficient · 0
$31,85635,535 mi

Chippewa Falls, WI

2025 Chrysler Pacifica Limited

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

2025 Chrysler Pacifica Limited

Medford, WI

UnscoredInsufficient · 3
$31,98843,188 mi

Comparison: 3 similar vehicles

Medford, WI

2025 Chrysler Pacifica Limited

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

2025 Chrysler Pacifica Limited

Stanley, WI

OverpricedModerate · 37
$32,86866,851 mi

Market: $25,998 – $31,682

Comparison: 37 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Stanley, WI

2025 Chrysler Pacifica Limited

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

2025 Chrysler Pacifica Limited

Rice Lake, WI

Fair PriceRobust · 69
$33,33757,239 mi

Market: $26,600 – $34,850

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Rice Lake, WI

2026 Chrysler Pacifica Limited

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

2026 Chrysler Pacifica Limited

Medford, WI

UnscoredInsufficient · 3
$35,97129,828 mi

Comparison: 3 similar vehicles

Medford, WI

2026 Chrysler Pacifica Limited

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

2026 Chrysler Pacifica Limited

Medford, WI

UnscoredInsufficient · 3
$36,56728,078 mi

Comparison: 3 similar vehicles

Medford, WI

2026 Chrysler Voyager LX

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

2026 Chrysler Voyager LX

Cumberland, WI

UnscoredLimited · 5
$39,524Mileage not verified

Comparison: 5 similar vehicles

Cumberland, WI

2025 Kia Carnival SX

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

2025 Kia Carnival SX

Sand Creek, WI

UnscoredInsufficient · 0
$39,70015,197 mi

Sand Creek, WI

2026 Chrysler Voyager LX

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

2026 Chrysler Voyager LX

Hayward, WI

Fair PriceRobust · 56
$40,321Mileage not verified

Market: $34,293 – $76,995

Comparison: 56 similar vehicles

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

Hayward, WI

2026 Chrysler Voyager LX

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

2026 Chrysler Voyager LX

Medford, WI

Fair PriceRobust · 82
$40,600Mileage not verified

Market: $34,293 – $76,995

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 216 days listed (based on current market benchmarks)

Medford, WI

2025 Honda Odyssey Elite

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

2025 Honda Odyssey Elite

Medford, WI

UnscoredInsufficient · 0
$41,99831,755 mi

Medford, WI

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Rice Lake, WI

UnscoredLimited · 9
$43,430Mileage not verified

Comparison: 9 similar vehicles

Rice Lake, WI

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Medford, WI

UnscoredLimited · 8
$43,879Mileage not verified

Comparison: 8 similar vehicles

Medford, 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. 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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