Skip to content
IndexesFor DMOs & tourism boardsAboutContact

AI Shortlist · Edition 1, 2027 travel year

Madagascar in AI travel recommendations

country · overall rank 104 of 233 · rank 68 among country destinations

AI models put Madagascar in their top 10 recommendations in 1.2% of answers, rank 104 overall. It does best when the question specifies travel style as exotic: 14.2%, +12.9 points against its overall score. With web search on, it scores −0.2 points against web search off.

The score is the share of answers that recommend Madagascar 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
Claude0.5%
ChatGPT1.6%
Gemini2.0%
Grok0.8%

By model

ModelScore
Claude Opus 51.2%
Claude Sonnet 50.4%
Claude Haiku 4.50.0%
GPT-5.6 Terra1.6%
GPT-5.6 Luna1.6%
Gemini 3.8 Flash2.0%
Grok 4.60.8%

Web search and effort

Madagascar · Edition 1, 2027 travel year

Unit: Shortlist score, percent of answers

Madagascar 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%1.3%
Normal vs lowest effort1.1%1.3%

The repeated baseline question never put this destination in its top 10, so it has no repeat figure.

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 style

Unit: percentage points versus overall score
ExoticAdventure
Change+12.9−0.2

How it's asked

Unit: percentage points versus overall score
Where should I go?Underrated
Change+0.2−1.2

Climate

Unit: percentage points versus overall score
Cool WeatherWarm Weather
Change−0.8−1.2

Transport

Unit: percentage points versus overall score
Requires a flightAt most two connections
Change−0.9−1.2

Travel party

Unit: percentage points versus overall score
Couple
Change−0.9

Season

Unit: percentage points versus overall score
Fall
Change−1.0

Trip length

Unit: percentage points versus overall score
WeekendTwo weeks
Change−1.0−1.2

How the models wrote the name

NameMentions
Madagascar18
Tsingy de Bemaraha3
Antsiranana (Diego Suarez)1
Avenue of the Baobabs1
Isalo National Park1
Madagascar’s Nosy Be1
Morondava1

Madagascar

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.

Loading mentions…

Request a destination scan

One destinationReal travel questionsSources you can inspect