TRAVEL/MARKETING/AI • 5 min read

Choose Chicago: 500k Conversations with AI Assistant

A case study on a travel chatbot for Choose Chicago (Chicago Convention and Tourism Bureau)

Marie Avandegraund
Marie Avandegraund
May. 18, 2022. Updated May. 6, 2026
Industry
Tourism and Hospitality
Use case
Travel Assistance, Marketing
Channels
Website

During the global pandemic, the tourism and hospitality industry was completely devastated. Meanwhile, the COVID restrictions were rapidly changing, going back and forth, closing and reopening cities and countries. 

In 2021 Choose Chicago, the official destination marketing organization for Chicago, realized that they needed to adapt to this hybrid, always-on world. They wanted to bring more visitors to Chicago, prompt travelers to visit and immerse into local cultural experiences rather than staying downtown only, and help them find information about the reopening of Chicago as quickly as possible.  To do so, they studied digital solutions, like chatbots. 

Solution

The Results

What users experienced

Engagement
500K+

Users engaged

Interacted with the AI chatbot.

Accuracy
91%

Interaction success rate

Conversations completed successfully.

Satisfaction
4+

User rating

Average score from real chatbot users.

Meet The Bean. Named after the iconic Cloud Gate sculpture in Millennium Park, The Bean lives on the Choose Chicago website and is available 24-7 to help people from near and far to discover the best of Chicago.

The Bean is an AI-chatbot that helps answer visitors’ questions, suggest new places and events, and serves as a virtual ambassador of Chicago. The Bean can understand when you ask it about Chicago neighborhoods, where to eat, attractions, breweries, events, celebrities, and much more... Also, it has conversational elements responding to your most tricky questions like, “Do you like New York?”  

Choose Chicago’s AI chatbot “The Bean” has been featured in outlets including Forbes and CBS News, and recognized in global destination marketing case studies as a leading example of AI-powered tourism engagement.

How The Bean works

Features

Events and Attractions Search

  • Based on the user's location
  • Based on the categories selected such as: Virtual event; Sports, Recreation; Music, Comedy; Tours, Attractions; Museums, Galleries, Exhibitions; Festivals, Fairs, Special events; Theater & performing arts; All events
The bean chatbot Events and Attractions Search

Restaurant nearby and in neighborhoods search

The Bean chatbot Restaurant nearby and in neighborhoods search

Restaurants search by type of cuisine

The Bean chatbot Restaurants search by type of cuisine

How did we achieve it

“The Bean” became self-aware through a partnership between BotsCrew, Choose Chicago, Timecraft and the Knight Lab, which is part of Northwestern University’s Medill School of Journalism, Media, Integrated Marketing Communications. The school’s students were involved in the design of “The Bean,” specifically its personality.

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Development

The Bean was built on the BotsCrew Platform with several integrations:

  • Choose Chicago database API
  • Choose Chicago admin-ajax
  • Dialog Flow Knowledgebase
  • Google Map API
The Bean chatbot development roadmap

Chatbot Personality

When deciding on whom visitors would love to chat with, the team’s choice was the world-famous sculpture “Cloud Gate” by artist Anish Kapoor. "Cloud Gate" has become an iconic attraction in Chicago, popular with both visitors and locals alike. Our common goal was to create a chatbot who is a true Chicagoan. To do so, during the Discovery phase, the dedicated team prepared the audience research, chatbot personality and brand identity/tonality exploration. With the help of a creative copywriter, we created engaging conversational flows with stories and even a few jokes.

Results

In the five months since its launch, 22,434 people have talked to The Bean with a satisfaction rate of 74.7%. By 2024 more than 500,000 users have chatted with The Bean

Three major KPIs for The Bean are helping people find events, information about tours and attractions search, and restaurant recommendations across the city.

KPI Results

The Bean chatbot results

Apart from that, we created promotional flows in The Bean to encourage people to check out and book cultural events through the Fall and Winter months. We started with the Creative Spirit festival.  

What’s Next?

Currently, we are updating The Bean with custom flows for occasional events and marketing campaigns, like Chicago Theatre Week and Chicago Restaurant Week. In addition, to make The Bean as accessible as possible, we are implementing technology so The Bean can be used with screen readers.

Read the whole review on Clutch here

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