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How we confirm cruise price drops

The Deals page is built from CruiseCaptain's own observed fare history. A numeric drop appears only when we can compare the same exact cabin grade on the same per-person price basis and confirm that grade is still available.

How we record prices

We record prices daily-ish, per sailing, cabin type, and cabin grade from the inventory feed we use across CruiseCaptain. Public comparisons use per-person fares in USD and include the taxes and fees present in the feed.

History depth varies by sailing. A new sailing may have only a short record, while a long-lived sailing can have enough observations to support stronger confidence.

What "confirmed price drop" means

  • At least 10% below the sailing's typical 30-day price, or at least 5% below with a robust anomaly score of z >= 3.5.
  • Seen on at least two consecutive checks, with medium or high data trust.
  • Suppressed when our recorded basis disagrees with the current public price by more than 2%.
  • Suppressed when the price was not re-observed within 36 hours, or when the cabin is sold out.
  • Suppressed unless the earlier and current observations name the same exact cabin grade and use the same public per-person price basis.
  • Deals v1 applies a public page bar of at least 10% for the sailings shown on Deals.

What we refuse

We do not use cruise-line "was" prices, percent-off banners, or marketing sale labels to decide what appears on Deals. Those can be useful context, but they are not the evidence for a CruiseCaptain confirmed drop.

We also refuse fake urgency and predictions. A future price might move either way; a confirmed drop is a record of a price we actually watched change.

Confidence

Confidence describes the strength and freshness of the history. It never substitutes for exact-grade proof: even a high-confidence cabin-category signal stays off public drop surfaces when the grade identity is missing.

When the evidence is thin, stale, or mismatched, the sailing stays off Deals. That can make the page quieter, but it keeps the sale claim tied to data we actually observed.

Coverage caveats

Promo and eligibility fares are not yet visible on every premium line, and some lines publish richer public fare detail than others. When a public price is missing or ambiguous, we suppress the drop instead of filling the gap with a cruise-line sale label.

The confidence label is partly a history-depth label. A sailing with fewer observations can still be real, but it will not get the same confidence treatment as a sailing with a deeper, fresher record.

Coverage right now

103,130

active sailings tracked

31,737,236

price observations in 90 days

Aug 24, 2026 06:21 UTC

latest signal computation