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AI Shortlist · Edition 1, 2027 travel year

Minnesota, USA in AI travel recommendations

US state · overall rank 131 of 233 · rank 37 among US state destinations

AI models put Minnesota, USA in their top 10 recommendations in 0.7% of answers, rank 131 overall. It does best when the question specifies how it's asked as underrated: 9.4%, +8.7 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 Minnesota, USA 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%
ChatGPT1.2%
Gemini0.4%
Grok0.4%

By model

ModelScore
Claude Opus 50.0%
Claude Sonnet 51.2%
Claude Haiku 4.50.8%
GPT-5.6 Terra0.8%
GPT-5.6 Luna1.6%
Gemini 3.8 Flash0.4%
Grok 4.60.4%

Web search and effort

Minnesota, USA · Edition 1, 2027 travel year

Unit: Shortlist score, percent of answers

Minnesota, USA 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 off0.6%0.8%
Normal vs lowest effort0.6%0.8%

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.

How it's asked

Unit: percentage points versus overall score
UnderratedWhere should I go?
Change+8.7−0.1

Transport

Unit: percentage points versus overall score
Road tripAt most two connectionsRequires a flight
Change+5.4−0.3−0.7

Climate

Unit: percentage points versus overall score
Cool WeatherMild Weather
Change+0.2−0.7

Travel style

Unit: percentage points versus overall score
AdventureRelaxationCultural
Change−0.3−0.3−0.7

Season

Unit: percentage points versus overall score
SummerSpring
Change−0.4−0.4

Travel party

Unit: percentage points versus overall score
FamilySolo
Change−0.4−0.4

Trip length

Unit: percentage points versus overall score
One weekTwo weeksWeekend
Change−0.5−0.5−0.7

How the models wrote the name

NameMentions
Duluth6
Duluth and Minnesota’s North Shore1
Grand Marais1
Lake Superior Circle Tour1
Minneapolis1
Minneapolis-St. Paul1
North Shore of Lake Superior1
North Shore Scenic Drive1

Minnesota, USA

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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