Discovering "Unexpected Customer Segments" from Your Core Strengths: AI-Driven Niche Market Development and Business Planning
Learn how to use AI to discover unexpected niche markets starting from your objective strengths and create tailored business plans. Through a traditional inn case study, we explain the flow of data-driven customer acquisition that moves beyond gut feelings.
Three Reasons Why Acquiring New Customers is Difficult
Many businesses enjoy stable revenue from repeat customers but struggle to attract new ones. This often stems from three challenges inherent in traditional marketing methods.
- Limits of Targeting:
Analyses relying on existing customer data (age, location, etc.) often result in approaching similar demographics, preventing new growth. Broad categories like "women in their 30s" fail to capture the diversified needs of individuals. - Reliance on Intuition and Experience:
When planning, it is natural to look at market trends or past successes. However, relying solely on subjective information can fail to address the deep needs of actual target groups, leading to disappointing results. - Cost and Time of Market Research:
Full-scale market research is expensive and time-consuming. Gaining deep insights into niche communities with specific hobbies is particularly difficult using traditional methods.
Overcoming these challenges allows you to discover customer segments seeking new value and expand your business into areas beyond mere price competition.
AI-Driven "Reverse Lookup": From Strengths to Niche Markets
AI enables a "reverse lookup" approach, identifying undiscovered niche segments starting from your objective strengths.
Traditional Methods (Challenges) → AI-Driven Solutions
- Reliance on intuition; vague targets
→ Objectively define strengths via SWOT analysis. - Searching for similar groups from existing data
→ Generate lists of customers with unexpected hobbies based on strengths. - Planning based on guesswork
→ Propose specific business plans that resonate with identified segments.
AI eliminates human bias and can uncover unexpected connections—such as linking an inn’s strength of "tranquility" with a segment whose hobby is "reading"—pairings that might never have been considered before.
Practice: The Flow of Niche Market Development with AI
Let’s look at the specific steps using "Tsukiyome-an," a traditional house-rental inn, as an example.
Step 1: [SWOT Analysis Assistant] Visualizing Objective Strengths and Weaknesses
Every strategy starts with knowing your current position. Use the "SWOT Analysis Assistant" to objectively identify your Strengths, Weaknesses, Opportunities, and Threats.

Input the URLs of your main website and external review sites, then click "Analyze."
By including external review URLs, the SWOT Analysis Assistant can perform an objective analysis based on actual customer feedback.

The AI performs the analysis. Save the results to your "Clip" to use in Step 2.
It is helpful to summarize the SWOT results to under 1,000 characters for a smoother process in the next step.
Step 2: [Mission] Registering Basic Project Information
Register your new customer acquisition project as a "Mission."
Leave the target as "TBD" for now, but enter "Developing new customer segments" in the objective field.

Step 3: [Target List Creation Assistant] Selecting the Best Segment from AI Suggestions
Launch the "Target List Creation Assistant" and select the Mission registered in Step 2.

Paste the SWOT analysis results saved in Step 1 and click "Create."

You can choose the segment that most closely matches your vision or use the chat to narrow down promising targets.
"We are looking at female customers as a new segment. Which of the proposed groups is the most promising?"

In this case, we will select "2. The "Mindful Rejuvenation" Seekers" as the target.
Add this information to the "Target" field of your Mission and save the changes.

Step 4: [Persona Creation Assistant] Summarizing Persona & Pain Points
The next step requires "Persona & Pain Point" details, so create the persona first. Select your Mission in the "Persona Creation Assistant" and click "Generate."


The AI outputs a persona list. Use the following prompt to select the most appropriate one.
"From the proposed list, select one persona that is the most appropriate target for ensuring successful booking and revenue. Please summarize their info as 'Persona & Pain Points' in under 200 characters."

Save the summary to your Clip for easy input in the next step.
Step 5: [New Business Development Assistant] Creating a Specific Business Plan
Finally, use the "New Business Development Assistant" to plan a specific stay package that resonates with the identified target.


The AI will then provide estimated market opportunities and a comprehensive output including:
- Business Concept
- Brand & Resource Synergy Map
- Revenue & IRR (Internal Rate of Return) Simulation
- Go-to-Market & Execution Roadmap
- Risks & Countermeasures
- Recommended Next Actions
Furthermore, you can generate specific content for OTA (Online Travel Agency) sites with prompts like this:
"Please generate a plan name and a detailed description for listing on various OTA sites."

Diversifying Your Business from a Single Success Story
Creating a plan is a new starting point, not the goal. Your results become valuable assets for expanding your business in various ways.
- Horizontal Expansion to Other Niches:
Begin approaching other segments from the target list created in Step 3, such as "Instagram-savvy friend groups" or "Middle-aged guests seeking cultural/craft experiences." - Converting to Day-Trip or Experience Plans:
Plan day-trips like a "One-day Reading Cafe in a Traditional House." This builds a new revenue stream while creating touchpoints with future overnight guests. - Selling Related Goods via E-commerce:
Sell popular items like "Original Herbal Tea Blends" or "Handcrafted Book Covers" online. This builds relationships with fans who cannot visit in person and expands your brand's world.
From Gut-Feeling Marketing to Data-Driven Value Creation
This article explained the process of discovering untapped niche markets and turning them into specific business plans using AI.
- Customer acquisition begins with an objective SWOT analysis:
Finding segments starts with a deep understanding of yourself. - AI lists niche segments with hobbies that resonate with your strengths:
This expands your perspective by removing human bias. - Targeting a specific group allows you to create resonant experiences with AI:
Turning ideas into specific, impactful plans makes success a reality.
By using AI, you can efficiently execute the entire process: objectively analyzing strengths, discovering unexpected customer segments, and planning the perfect experience for them.
Business development based on data and analysis will dramatically increase your success rate in acquiring new customers.
Why not discover your business's "hidden assets" with AI?
mitsumonoAI can be used not only for finding target customers but also for solving various business challenges, improving efficiency, and creating new value.
For more case studies and the latest updates, please visit the mitsumonoAI blog.
