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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

144 listings found

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Goleta, CA

UnscoredLimited · 5
$3,700215,200 mi

Comparison: 5 similar vehicles

Goleta, CA

2002 Honda Odyssey EX

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

2002 Honda Odyssey EX

Thousand Oaks, CA

UnscoredInsufficient · 3
$4,938193,383 mi

Comparison: 3 similar vehicles

Thousand Oaks, CA

2009 Volkswagen Routan S

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

2009 Volkswagen Routan S

Goleta, CA

UnscoredInsufficient · 0
$5,700152,000 mi

Goleta, CA

2017 Dodge Grand Caravan SXT

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

2017 Dodge Grand Caravan SXT

Goleta, CA

UnscoredLimited · 17
$6,800173,000 mi

Comparison: 17 similar vehicles

Goleta, CA

2007 Toyota Sienna CE

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

2007 Toyota Sienna CE

Oxnard, CA

UnscoredInsufficient · 4
$7,950153,328 mi

Comparison: 4 similar vehicles

Oxnard, CA

2018 Dodge Grand Caravan GT

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

2018 Dodge Grand Caravan GT

Ventura, CA

UnscoredLimited · 13
$7,995130,105 mi

Comparison: 13 similar vehicles

Ventura, CA

2013 Dodge Grand Caravan SXT

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

2013 Dodge Grand Caravan SXT

Lompoc, CA

UnscoredInsufficient · 0
$7,999Mileage not verified

Lompoc, CA

2013 Honda Odyssey LX

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

2013 Honda Odyssey LX

Ventura, CA

UnscoredInsufficient · 3
$8,995138,324 mi

Comparison: 3 similar vehicles

Ventura, CA

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Fillmore, CA

UnscoredLimited · 6
$8,995173,650 mi

Comparison: 6 similar vehicles

Fillmore, CA

2004 Toyota Sienna XLE

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

2004 Toyota Sienna XLE

Goleta, CA

UnscoredLimited · 8
$10,121214,497 mi

Comparison: 8 similar vehicles

Goleta, CA

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Lompoc, CA

UnscoredLimited · 9
$11,67579,830 mi

Comparison: 9 similar vehicles

Lompoc, CA

2013 Toyota Sienna XLE

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

2013 Toyota Sienna XLE

Oxnard, CA

Fair PriceLimited · 15
$14,591116,323 mi

Market: $8,995 – $17,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Oxnard, CA

2015 Toyota Sienna SE Premium

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

2015 Toyota Sienna SE Premium

Oxnard, CA

UnscoredInsufficient · 3
$15,991150,675 mi

Comparison: 3 similar vehicles

Oxnard, CA

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

Oxnard, CA

UnscoredInsufficient · 0
$16,99850,094 mi

Oxnard, CA

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

Ventura, CA

Fair PriceRobust · 166
$18,29968,099 mi

Market: $16,584 – $37,995

Comparison: 166 similar vehicles

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

Ventura, CA

2015 Toyota Sienna Limited

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

2015 Toyota Sienna Limited

Goleta, CA

UnscoredLimited · 5
$18,554125,628 mi

Comparison: 5 similar vehicles

Goleta, CA

2019 Honda Odyssey EX-L

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

2019 Honda Odyssey EX-L

Oxnard, CA

UnscoredLimited · 11
$18,998120,878 mi

Comparison: 11 similar vehicles

Oxnard, CA

2017 Toyota Sienna XLE

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

2017 Toyota Sienna XLE

Oxnard, CA

UnscoredModerate · 26
$19,171125,745 mi

Comparison: 26 similar vehicles

Oxnard, CA

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

Oxnard, CA

Fair PriceModerate · 28
$19,99859,911 mi

Market: $16,880 – $72,290

Comparison: 28 similar vehicles

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

Oxnard, CA

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

Oxnard, CA

UnscoredLimited · 9
$20,28675,624 mi

Comparison: 9 similar vehicles

Oxnard, CA

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

Ventura, CA

UnscoredLimited · 7
$20,61065,573 mi

Comparison: 7 similar vehicles

Ventura, CA

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

Oxnard, CA

UnscoredLimited · 6
$20,99844,192 mi

Comparison: 6 similar vehicles

Oxnard, CA

2019 Honda Odyssey LX

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

2019 Honda Odyssey LX

Oxnard, CA

UnscoredInsufficient · 3
$20,99966,737 mi

Comparison: 3 similar vehicles

Oxnard, CA

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

Goleta, CA

UnscoredInsufficient · 3
$21,43862,399 mi

Comparison: 3 similar vehicles

Goleta, CA

2022 Chrysler Voyager LX

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

2022 Chrysler Voyager LX

Oxnard, CA

UnscoredInsufficient · 0
$21,99825,753 mi

Oxnard, CA

2022 Chrysler Pacifica Limited

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

2022 Chrysler Pacifica Limited

Ventura, CA

UnscoredInsufficient · 4
$23,08055,327 mi

Comparison: 4 similar vehicles

Ventura, CA

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Oxnard, CA

UnscoredInsufficient · 4
$23,11054,845 mi

Comparison: 4 similar vehicles

Oxnard, CA

2020 Chrysler Pacifica Hybrid Limited

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

2020 Chrysler Pacifica Hybrid Limited

Ventura, CA

UnscoredInsufficient · 0
$25,11153,745 mi

Ventura, CA

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

Ventura, CA

Fair PriceRobust · 92
$25,11374,053 mi

Market: $12,995 – $28,239

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 251 days listed (based on current market benchmarks)

Ventura, CA

2018 Toyota Sienna XLE

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

2018 Toyota Sienna XLE

Oxnard, CA

Fair PriceLimited · 12
$25,17172,079 mi

Market: $13,995 – $25,753

Comparison: 12 similar vehicles

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

Oxnard, CA

2020 Toyota Sienna SE

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

2020 Toyota Sienna SE

Ventura, CA

UnscoredInsufficient · 0
$25,995114,067 mi

Ventura, CA

2022 Honda Odyssey EX

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

2022 Honda Odyssey EX

Ventura, CA

UnscoredLimited · 8
$26,08061,684 mi

Comparison: 8 similar vehicles

Ventura, CA

2018 Honda Odyssey Elite

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

2018 Honda Odyssey Elite

Ventura, CA

Fair PriceModerate · 30
$26,16073,899 mi

Market: $13,900 – $29,119

Comparison: 30 similar vehicles

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

Ventura, CA

2020 Toyota Sienna XLE

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

2020 Toyota Sienna XLE

Oxnard, CA

UnscoredLimited · 6
$27,96186,928 mi

Comparison: 6 similar vehicles

Oxnard, CA

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Oxnard, CA

UnscoredLimited · 8
$28,99820,459 mi

Comparison: 8 similar vehicles

Oxnard, CA

2019 Toyota Sienna SE

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

2019 Toyota Sienna SE

Ventura, CA

UnscoredLimited · 6
$29,99596,645 mi

Comparison: 6 similar vehicles

Ventura, CA

2020 Honda Odyssey Elite

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

2020 Honda Odyssey Elite

Oxnard, CA

UnscoredInsufficient · 3
$31,99866,983 mi

Comparison: 3 similar vehicles

Oxnard, CA

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

Ventura, CA

Fair PriceModerate · 28
$31,99942,167 mi

Market: $28,888 – $36,162

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Ventura, CA

2021 Toyota Sienna XLE

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

2021 Toyota Sienna XLE

Oxnard, CA

UnscoredInsufficient · 0
$33,06954,137 mi

Oxnard, CA

2021 Toyota Sienna LE

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

2021 Toyota Sienna LE

Oxnard, CA

Fair PriceModerate · 20
$33,11076,312 mi

Market: $21,260 – $33,999

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Oxnard, CA

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

Oxnard, CA

Fair PriceModerate · 34
$34,74856,437 mi

Market: $28,999 – $35,430

Comparison: 34 similar vehicles

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

Oxnard, CA

2026 Chrysler Pacifica Limited

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

2026 Chrysler Pacifica Limited

Ventura, CA

UnscoredInsufficient · 3
$35,37942,628 mi

Comparison: 3 similar vehicles

Ventura, CA

2023 Toyota Sienna XLE

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

2023 Toyota Sienna XLE

Oxnard, CA

Fair PriceModerate · 27
$36,98461,338 mi

Market: $30,995 – $40,162

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Oxnard, CA

2024 Kia Carnival SX Prestige

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

2024 Kia Carnival SX Prestige

Santa Barbara, CA

Fair PriceLimited · 15
$37,11220,818 mi

Market: $35,116 – $38,167

Comparison: 15 similar vehicles

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

Santa Barbara, CA

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

Oxnard, CA

Fair PriceLimited · 11
$37,99818,030 mi

Market: $37,166 – $40,957

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Oxnard, CA

2023 Toyota Sienna LE

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

2023 Toyota Sienna LE

Santa Barbara, CA

UnscoredInsufficient · 0
$38,11716,353 mi

Santa Barbara, CA

2026 Kia Carnival LXS

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

2026 Kia Carnival LXS

Ventura, CA

Fair PriceLimited · 13
$39,970Mileage not verified

Market: $40,345 – $44,002

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 239 days listed (based on current market benchmarks)

Ventura, CA

2026 Kia Carnival LXS

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

2026 Kia Carnival LXS

Ventura, CA

Fair PriceLimited · 13
$40,345Mileage not verified

Market: $39,970 – $44,002

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Ventura, CA

2026 Kia Carnival LXS

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

2026 Kia Carnival LXS

Ventura, CA

Fair PriceLimited · 13
$40,345Mileage not verified

Market: $39,970 – $44,002

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Ventura, CA

2026 Kia Carnival EX

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

2026 Kia Carnival EX

Ventura, CA

OverpricedLimited · 12
$42,0807,741 mi

Market: $40,072 – $41,122

Comparison: 12 similar vehicles

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

Ventura, CA

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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