SkyIndoFly.

Methodology · Data sources + editorial process

How we collect fares, verify schedules, and source visa rules.

Every SkyIndoFly page presents fare brackets, route information, and visa or pilgrimage data. This page documents how each data layer is collected, refreshed, verified, and corrected.

Fare data

Fare brackets shown on route pages come from the Travelpayouts Data API. Every Sunday at 03:00 UTC, an automated job refreshes the per-route minimum-price cache. Each entry is a point-in-time minimum — the lowest one-way fare available for the cheapest cabin on the most recently sold inventory, expressed in IDR and USD-converted from the original offer when applicable.

We present brackets, not exact prices, because (a) inventory rolls over hourly, (b) different distribution channels see different prices, and (c) IDR/USD conversion depends on the rate at fetch time. The brackets shown ("from Rp X.X jt" / "typical Rp X.X–Y.Y jt") reflect the trailing four-week minimum on each route. Routes with fewer than three observations in that period are marked "limited data".

Schedule and route data

Three sources, priority order:

  • Official airline route maps and IR filings — Garuda Indonesia, Citilink, Lion Air, Batik Air, Saudia, Emirates, Qatar Airways, Singapore Airlines, Cathay Pacific, KLM, and other carriers serving Indonesia.
  • National regulators — Kemenhub Dirjen Hubud (DGCA Indonesia), AirNav Indonesia for airport slot allocation.
  • Industry trade press — IATA, INACA (Indonesia National Air Carriers Association), ch-aviation, route-launch announcements.

When sources disagree, regulator leads; airline claim noted as "announced, pending regulatory approval".

Hajj and Umrah data

Pilgrimage information is primarily sourced from Kementerian Agama (Bimas Islam, PHU Directorate), with cross-check against SISKOHAT for quota queue status, and the Saudi Ministry of Hajj and Umrah (Nusuk platform, package categories, MOFA e-visa procedure) for destination-side rules. Pilgrim charter routes are verified against GMF AeroAsia filings and SAGIA-licensed Saudi ground-handler announcements. We do not interpret religious doctrine — we cite Kemenag PHU or MUI and link out.

Visa and consular data

Visa requirements and fees come from destination embassy or consulate websites (primary), IATA Timatic (cross-check via airline check-in interfaces), and recent (under 12 months) authoritative reporting. Quarterly re-verification on high-volume routes; bi-annually on long tail. Every visa claim carries a "verified on" date.

Currency conventions

IDR as base currency with USD shown in parentheses where useful. Format: "Rp X.X jt" for millions, "Rp X.X rb" for thousands. Conversions use the Bank Indonesia JISDOR mid-rate at the fare-fetch timestamp. We do not embed live currency widgets — the rate shown is the rate at fetch time.

Update cadence

  • Weekly — Travelpayouts fare refresh (Sundays 03:00 UTC).
  • Monthly — Editorial freshness sweep on pillars. Price deltas >15% trigger re-verification.
  • Quarterly — Visa data re-verification on high-volume routes.
  • Bi-annually — Long-tail visa data and minor-airline schedules.

"Last verified" stamp — what it means

The "Last verified" date reflects when the data sources behind a specific page were last cross-checked. We do not bump the date for cosmetic edits, internal-link additions, or unrelated changes — only when an editor has re-confirmed at least the fare bracket and one external policy claim.

Corrections policy

Material errors get a public, dated correction note at the top of the affected article. Email [email protected]; corrections within 48 hours. Minor typos are silent; substantive corrections (wrong visa fee, wrong baggage rule, wrong fare range by >20%) keep a dated note indefinitely.

Affiliate model and disclosures

SkyIndoFly earns a small commission when readers book through Aviasales, Hotellook, Skyscanner, Trip.com, Booking.com, AirHelp, and similar partner links. The price you pay is identical with or without the affiliate link. No paid placement, no sponsored airline rankings, no advertorial. See affiliate disclosure.

What this methodology does NOT cover

We do not produce live booking quotes — book directly through the linked partner. We do not offer visa-processing services. We do not sell Umrah/Hajj packages — those are the role of Kemenag-licensed PIHK/PPIU operators.

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