This is Week 1 of the SEA Travel AI Visibility Index — measuring which airlines and booking platforms AI engines name for Southeast Asia travel.

The run draws from the AI Visibility Week 1 experiment (manifest 2026-06-29) across ChatGPT, Google AI Mode, Perplexity, and Gemini.

Headline finding

Singapore Airlines and AirAsia dominate SEA travel AI answers — even when the prompt is asked from Japan or Indonesia.

Full-service prompts converge on SIA. Budget prompts converge on AirAsia. Locale changes framing more than winners.

Locked prompt kit (core index)

ID Prompt theme Runs
P40 Best airline within SEA 3
P41 Best budget airline SEA 3
P42 Best travel booking website SEA 3
P43 Cheapest flights Asia 3
P44 Best app for tours/activities Asia 3
P45 Best hotel booking prices (SG) 3
P46 Best airline loyalty programme Asia 3

Brand prompts (P47–P52) cover SIA, Scoot, AirAsia, Agoda, Klook, and Trip.com vs Agoda. Locale prompts (P53–P55) ask which airline is recommended for flying around Asia from SG, JP, and ID.

Visibility matrix — who AI recommends

Prompt theme Consensus winner Contested / runners-up
Best airline within SEA Singapore Airlines (full-service) AirAsia, Scoot
Best budget airline AirAsia Scoot, VietJet
Tours & activities Klook Viator, GetYourGuide
Hotel prices (SG) Agoda Trip.com, Booking.com
Airline loyalty KrisFlyer ≈ Asia Miles ANA, JAL
Travel booking website Fragmented 12Go, Traveloka, Agoda, Skyscanner
Cheapest flights Fragmented Trip.com, Skyscanner, Google Flights

What Week 1 shows

Two airline brands own the category language. SIA is the premium default; AirAsia is the budget default. Scoot inherits SIA’s safety halo as a reliable LCC. That parent-brand transfer is visible in brand-reputation prompts too.

Klook and Agoda won vertical jobs. Activities and Singapore hotel pricing show strong cross-engine agreement — clearer than the messy “best booking website” and “cheapest flights” prompts, where compare tools and book tools get conflated.

Locale barely moves airline rankings. With identical prompt text, JP and ID country parameters still produce SIA-led premium answers. ANA/JAL and Indonesian carriers appear in supporting casts but do not displace the SIA/AirAsia hierarchy. For AEO, home-market content alone is not enough to overturn regional brand gravity.

Loyalty is a tie narrative. KrisFlyer and Asia Miles are framed as the two serious Asian programmes; engines avoid a hard single winner.

Brand sentiment is nuanced, not binary. SIA is “worth a moderate premium.” AirAsia is “best value, mixed reliability.” Agoda and Klook are trustworthy with marketplace/support caveats — the standard AI trust pattern.

Citation landscape

Source type Pattern in Week 1
reddit.com Flight and award-travel lived experience
Traveloka / Alternative Airlines listicles Airline and OTA roundups
Trustpilot / TripAdvisor Brand-trust prompts
The Points Guy / NerdWallet-style sources SIA premium / loyalty framing
klook.com / OTA domains Self-citation and product confirmation

Implication for AEO: travel brands need presence in Reddit and regional OTA comparison content, not only official route pages. Vertical prompts (“best activities app Asia,” “cheapest hotel SG”) are more winnable than vague “best airline” battles against SIA/AirAsia.

What this index is not

  • Not a fare sale tracker. Recommendations reflect AI consensus, not live ticket prices.
  • Not a Skytrax ranking. We score AI mention leadership, not cabin quality.
  • Not Japan- or Indonesia-native market research. Locale prompts show AI’s country sensitivity — which proved weak for airlines.

Run your own baseline

Request a free AI visibility audit to test the travel prompts your customers ask — airlines, OTAs, activities, or loyalty — across the engines they actually use.