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AI Shortlist · Edition 1, 2027 travel year

Singapore in AI travel recommendations

country · overall rank 123 of 233 · rank 82 among country destinations

AI models put Singapore in their top 10 recommendations in 0.9% of answers, rank 123 overall. It does best when the question specifies travel party as solo: 3.5%, +2.7 points against its overall score. With web search on, it scores +0.4 points against web search off.

The score is the share of answers that recommend Singapore in their top 10, averaged model by model and then platform by platform, so each platform counts equally.

This destination in the other indexes: Source Control

By platform

PlatformScore
Claude0.7%
ChatGPT1.6%
Gemini0.0%
Grok1.2%

By model

ModelScore
Claude Opus 51.6%
Claude Sonnet 50.4%
Claude Haiku 4.50.0%
GPT-5.6 Terra2.4%
GPT-5.6 Luna0.8%
Gemini 3.8 Flash0.0%
Grok 4.61.2%

Web search and effort

Singapore · Edition 1, 2027 travel year

Unit: Shortlist score, percent of answers

Singapore with web search on and off, and at each model's lowest and normal effort setting.

Show as table
SettingSearch on / normal effortSearch off / lowest effort
Web search on vs off1.1%0.7%
Normal vs lowest effort0.8%1.0%

The baseline question, "Where should I go in 2027?", was asked 5 times of each model at each setting. Singapore made the top 10 at least once for 1 of those 28 model-and-setting combinations, and where it did, it came back in 20.0% of the repeats on average.

By kind of question

How much higher or lower the score is on questions that ask for each option, in percentage points against the overall score. Outlined cells are below the overall score.

Travel party

Unit: percentage points versus overall score
SoloFamily
Change+2.7+2.0

Transport

Unit: percentage points versus overall score
Requires a flightAt most two connections
Change+2.4−0.9

Climate

Unit: percentage points versus overall score
Warm Weather
Change+2.0

Travel style

Unit: percentage points versus overall score
Cultural
Change+2.0

Season

Unit: percentage points versus overall score
Winter
Change+1.1

Trip length

Unit: percentage points versus overall score
Two weeks
Change+0.7

How it's asked

Unit: percentage points versus overall score
Where should I go?The plain question
Change+0.1−0.2

How the models wrote the name

NameMentions
Singapore26
Singapore & Malaysia (Singapore, Penang, Melaka)1

Singapore

Most questions went to each model at each setting only once, and a model read the answers, so a reading can be wrong. The methodology has the details.

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