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"Every how-to is a wedge into a vertical AI agent."

Market Gap

Consumers struggle to find reliable how-to resources.

In a digital age, individuals often encounter challenges that require specific how-to guidance, from fixing a resume to meal prepping or launching an online store. However, existing resources are often fragmented, lacking personalization and immediate access. Users frequently find it difficult to sift through generic advice or video tutorials that don't meet their unique needs. This gap highlights a significant opportunity for a platform that provides tailored, step-by-step guidance through AI interactions, allowing users to break down complex tasks into manageable actions.

Summary

The proposed business is an AI-powered platform that offers customized how-to guidance across various topics. Leveraging the capabilities of LLMs, this service would allow users to ask specific questions and receive detailed, actionable responses tailored to their needs. For example, if a user needs help setting up a Shopify store, the platform would provide step-by-step instructions based on the user's specific situation. This idea caters to a broad audience, including entrepreneurs, home cooks, and job seekers, by providing them with the exact guidance they need to accomplish their tasks efficiently. This platform could include subscription options for premium features such as personalized consultations or advanced resources.

Categorization

Business Model
SaaS
Target Founder
Generalist
Difficulty
Medium
Time to Revenue
1-3 months
Initial Investment
$1,000-$10,000

Potential MRR (18-24 months)

Conservative
$3,000 - $7,000 MRR
Moderate (Most Likely)
$12,000 - $25,000 MRR
Optimistic
$40,000 - $80,000 MRR

* Estimates assume solo founder/bootstrap scenario with competent execution

Scores

Clarity
9/10
Novelty
8/10
Feasibility
8/10
Market Potential
9/10
Evidence
8/10
Overall
8.4/10
Found on September 18, 2025 • Analyzed on September 18, 2025 2:23 AM

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How should I validate this saas idea before building it?

2:34 PM

Great question! For a saas idea like this, I'd recommend starting with these validation steps:

  1. Customer interviews: Talk to Generalist to understand their pain points
  2. MVP approach: Build a simple landing page to test demand
  3. Competitor analysis: Research existing solutions and identify gaps

Would you like me to help you create a specific validation plan for your medium difficulty idea?

2:35 PM

Yes, and what about the technical implementation? Should I build this myself or hire a team?

2:36 PM

Based on your idea's complexity and 1-3 months, here's my recommendation:

Technical Strategy:

  • Start with no-code tools for rapid prototyping
  • Consider your technical background and available $1,000-$10,000
  • Plan for scalability from day one

I can help you create a detailed technical roadmap and resource allocation plan...

2:37 PM

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