In the previous free viewer map, PC8 responds strongly to “Travel” and two main groups are observed.

We retrieved texts from each of these groups and asked ChatGPT the following questions:

What are the conceptual differences between two groups below?
Group1:
[retrieved texts]

Group2:
[retrieved texts]

Then we got the answer below:

ChatGPT

The conceptual differences between the two groups of services/apps described can be summarized by their primary focus areas, target audiences, and the nature of the services offered. Here’s a breakdown of the key distinctions:

Group 1: Personalized AI Travel and Safety Services

• Primary Focus: This group emphasizes personalized travel planning, safety advice, and content creation assistance, leveraging AI to tailor services to individual preferences, destinations, and concerns.
• Target Audience: It caters to a wide range of travelers, including tourists, adventure seekers, business travelers, documentary filmmakers, photography hobbyists, expatriates, and travel vloggers. The services are designed to meet the needs of individuals looking for customized travel experiences, safety guidance, and content creation support.
• Nature of Services: Services in this group are characterized by their emphasis on customization and personalization, offering detailed travel itineraries, safety advisories, packing assistance, and content creation guidance based on user input and preferences. Many services adopt a freemium model, with basic features available for free and advanced features or personalized assistance available for a fee.

Group 2: Virtual AI Travel Planning and Concierge Services

• Primary Focus: This group focuses on virtual travel assistance, including eco-friendly travel planning, document management, and concierge services. It utilizes AI to provide comprehensive travel support, from itinerary planning to on-trip assistance.
• Target Audience: The services target a broad audience, including eco-conscious travelers, frequent travelers, students studying abroad, travel groups, and individuals seeking eco-tourism experiences. The emphasis is on providing accessible and efficient travel planning and support for a variety of travel styles and purposes.
• Nature of Services: The offerings in this group are distinguished by their virtual assistance and planning capabilities, with a significant emphasis on sustainability, document management, and concierge services. Subscription models are common, with options for pay-per-itinerary, pay-per-experience, or pay-per-trip customization, reflecting a focus on providing ongoing support and tailored travel experiences.

Summary of Conceptual Differences

• Focus on Personalization vs. Virtual Assistance: Group 1 services are more focused on personalization of travel experiences and safety, while Group 2 emphasizes virtual travel assistance and planning, including sustainable travel options.
• Service Models: Both groups utilize freemium and subscription models, but Group 1 includes a wider range of payment structures, including pay-per-plan and in-app purchases, reflecting the diverse nature of personalized services offered.
• Targeted Needs: Group 1 addresses a broader spectrum of travel-related needs, including safety, content creation, and photography, whereas Group 2 is more focused on the planning phase, document management, and sustainable travel.
• Sustainability Focus: Group 2 distinctly includes services specifically designed for eco-conscious travelers and eco-tourism, indicating a stronger emphasis on sustainability within its offerings.

In essence, while both groups leverage AI to enhance travel experiences, their conceptual frameworks differ in focus, with Group 1 centering on personalized travel and safety services and Group 2 on virtual travel planning and concierge services, including a notable emphasis on sustainability.

——- the answer end here ———-

What do you think? We were surprised to get a surprisingly solid response. We know there have already been many reports on the use of having LLMs generate ideas, but the combination with SOM is more powerful than expected. At first, when we looked at the map, we were almost a little disappointed because it looked like it was just categorized by preconceived notions of travel, cooking, language learning, etc., but it turns out that the concepts are well constructed.

This goes beyond mere idea generation and reaches the level of building a business philosophy.
It’s a SOM magic!