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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

41 listings found

2007 Mazda MAZDA5 Sport

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

2007 Mazda MAZDA5 Sport

Port Angeles, WA

UnscoredInsufficient · 0
$4,250167,477 mi

Port Angeles, WA

2004 Chrysler Town & Country Touring

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

2004 Chrysler Town & Country Touring

Port Townsend, WA

UnscoredInsufficient · 0
$4,499135,174 mi

Port Townsend, WA

1998 Ford Windstar GL

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

1998 Ford Windstar GL

Sequim, WA

UnscoredInsufficient · 0
$4,990142,891 mi

Sequim, WA

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Port Angeles, WA

UnscoredInsufficient · 3
$8,850170,642 mi

Comparison: 3 similar vehicles

Port Angeles, WA

2005 Honda Odyssey EX

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

2005 Honda Odyssey EX

Port Angeles, WA

UnscoredLimited · 7
$8,995146,632 mi

Comparison: 7 similar vehicles

Port Angeles, WA

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Port Angeles, WA

UnscoredLimited · 5
$8,995215,108 mi

Comparison: 5 similar vehicles

Port Angeles, WA

2011 Dodge Grand Caravan Crew

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

2011 Dodge Grand Caravan Crew

Port Townsend, WA

UnscoredInsufficient · 0
$9,476113,249 mi

Port Townsend, WA

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

Poulsbo, WA

UnscoredLimited · 5
$14,98893,222 mi

Comparison: 5 similar vehicles

Poulsbo, WA

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Anacortes, WA

UnscoredLimited · 8
$16,77768,950 mi

Comparison: 8 similar vehicles

Anacortes, WA

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

Anacortes, WA

Fair PriceLimited · 15
$17,977Mileage not verified

Market: $15,999 – $25,195

Comparison: 15 similar vehicles

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

Anacortes, WA

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

Anacortes, WA

Fair PriceModerate · 30
$18,47762,495 mi

Market: $15,999 – $25,195

Comparison: 30 similar vehicles

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

Anacortes, WA

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

Anacortes, WA

Fair PriceLimited · 15
$19,677Mileage not verified

Market: $15,999 – $25,195

Comparison: 15 similar vehicles

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

Anacortes, WA

2021 Chrysler Pacifica Touring L

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

2021 Chrysler Pacifica Touring L

Friday Harbor, WA

OverpricedModerate · 21
$21,99580,629 mi

Market: $10,495 – $21,191

Comparison: 21 similar vehicles

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

Friday Harbor, WA

2023 Chrysler Pacifica Hybrid Limited

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

2023 Chrysler Pacifica Hybrid Limited

Anacortes, WA

UnscoredLimited · 12
$22,777Mileage not verified

Comparison: 12 similar vehicles

Anacortes, WA

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

Port Angeles, WA

Fair PriceRobust · 62
$22,88875,679 mi

Market: $16,900 – $27,999

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Port Angeles, WA

2015 Toyota Sienna Limited

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

2015 Toyota Sienna Limited

Port Angeles, WA

UnscoredInsufficient · 0
$24,06391,845 mi

Port Angeles, WA

2018 Toyota Sienna XLE

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

2018 Toyota Sienna XLE

Port Angeles, WA

UnscoredLimited · 8
$24,18898,236 mi

Comparison: 8 similar vehicles

Port Angeles, WA

2019 Chrysler Pacifica Touring L Plus

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

2019 Chrysler Pacifica Touring L Plus

Anacortes, WA

UnscoredInsufficient · 0
$24,877Mileage not verified

Anacortes, WA

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

Oak Harbor, WA

OverpricedModerate · 31
$25,19560,679 mi

Market: $15,999 – $23,995

Comparison: 31 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Oak Harbor, WA

2023 Chrysler Pacifica Limited

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

2023 Chrysler Pacifica Limited

Oak Harbor, WA

UnscoredLimited · 5
$26,19559,931 mi

Comparison: 5 similar vehicles

Oak Harbor, WA

2025 Honda Odyssey EX-L

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

2025 Honda Odyssey EX-L

Anacortes, WA

Fair PriceRobust · 123
$31,67740,653 mi

Market: $31,190 – $88,866

Comparison: 123 similar vehicles

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

Anacortes, WA

2025 Honda Odyssey Sport L

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

2025 Honda Odyssey Sport L

Port Angeles, WA

Fair PriceModerate · 46
$36,25037,886 mi

Market: $33,700 – $40,195

Comparison: 46 similar vehicles

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

Port Angeles, WA

2024 Honda Odyssey Touring

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

2024 Honda Odyssey Touring

Port Angeles, WA

UnscoredInsufficient · 0
$40,19628,888 mi

Port Angeles, WA

2025 Honda Odyssey Elite

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

2025 Honda Odyssey Elite

Anacortes, WA

UnscoredInsufficient · 0
$42,59936,017 mi

Anacortes, WA

2026 Honda Odyssey EX-L

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

2026 Honda Odyssey EX-L

Port Angeles, WA

Fair PriceModerate · 22
$42,745Mileage not verified

Market: $40,533 – $48,253

Comparison: 22 similar vehicles

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

Port Angeles, WA

2026 Honda Odyssey EX-L

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

2026 Honda Odyssey EX-L

Port Angeles, WA

Fair PriceModerate · 22
$42,745Mileage not verified

Market: $40,533 – $48,253

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Port Angeles, WA

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Oak Harbor, WA

Fair PriceLimited · 10
$42,995Mileage not verified

Market: $42,535 – $50,225

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Oak Harbor, WA

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Port Angeles, WA

Fair PriceRobust · 86
$44,000Mileage not verified

Market: $42,003 – $69,349

Comparison: 86 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 167 days listed (based on current market benchmarks)

Port Angeles, WA

2023 Toyota Sienna LE

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

2023 Toyota Sienna LE

Port Angeles, WA

UnscoredInsufficient · 0
$46,16343,232 mi

Port Angeles, WA

2021 Toyota Sienna XSE

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

2021 Toyota Sienna XSE

Port Angeles, WA

UnscoredInsufficient · 0
$46,16356,752 mi

Port Angeles, WA

2026 Toyota Sienna XLE

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

2026 Toyota Sienna XLE

Port Angeles, WA

UnscoredInsufficient · 0
$48,34039,873 mi

Port Angeles, WA

2024 Toyota Sienna XSE

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

2024 Toyota Sienna XSE

Anacortes, WA

UnscoredInsufficient · 0
$48,97719,262 mi

Anacortes, WA

2025 Toyota Sienna LE

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

2025 Toyota Sienna LE

Anacortes, WA

UnscoredInsufficient · 0
$50,997Mileage not verified

Anacortes, WA

2021 Toyota Sienna Limited

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

2021 Toyota Sienna Limited

Port Angeles, WA

UnscoredInsufficient · 0
$52,16354,942 mi

Port Angeles, WA

2027 Chrysler Pacifica Limited

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

2027 Chrysler Pacifica Limited

Port Angeles, WA

Fair PriceModerate · 30
$52,755Mileage not verified

Market: $47,383 – $56,095

Comparison: 30 similar vehicles

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

Port Angeles, WA

2025 Toyota Sienna LE

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

2025 Toyota Sienna LE

Anacortes, WA

UnscoredInsufficient · 0
$53,777Mileage not verified

Anacortes, WA

2026 Toyota Sienna Woodland Edition

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

2026 Toyota Sienna Woodland Edition

Port Angeles, WA

Fair PriceRobust · 100
$54,055Mileage not verified

Market: $53,695 – $60,810

Comparison: 100 similar vehicles

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

Port Angeles, WA

2026 Toyota Sienna Limited

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

2026 Toyota Sienna Limited

Port Angeles, WA

Fair PriceRobust · 53
$57,349Mileage not verified

Market: $55,250 – $62,720

Comparison: 53 similar vehicles

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

Port Angeles, WA

2026 Toyota Sienna Platinum

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

2026 Toyota Sienna Platinum

Port Angeles, WA

Fair PriceRobust · 77
$61,654Mileage not verified

Market: $61,075 – $67,965

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Port Angeles, WA

2025 Volkswagen ID. Buzz PRO S PLus

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

2025 Volkswagen ID. Buzz PRO S PLus

Port Angeles, WA

UnscoredInsufficient · 0
$66,16317,737 mi

Port Angeles, WA

2025 Volkswagen ID. Buzz 1st Edition

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

2025 Volkswagen ID. Buzz 1st Edition

Port Angeles, WA

UnscoredInsufficient · 0
$67,1637,299 mi

Port Angeles, WA

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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