5
Validating an AI tool that answers market research questions in real-time — looking for SaaS founder feedback
r/SaaS
5/24/2025
SAAS TOOLS
| SaaS | URL | Category | Features/Notes |
|---|---|---|---|
| Perplexity | https://www.perplexity.ai/ | AI Research Assistant | Web search integration, market research capabilities |
| ChatGPT | https://chat.openai.com/ | AI Chatbot | Web search integration, general knowledge base |
| SimilarWeb | https://www.similarweb.com/ | Market Research | Website traffic analysis, competitor insights |
| SEMrush | https://www.semrush.com/ | SEO & Marketing | Keyword research, competitor analysis |
| Apptopia | https://www.apptopia.com/ | Mobile App Analytics | App market data, competitor insights |
USER NEEDS
Pain Points:
- Need for quick, actionable market research insights
- Frustration with long PDF reports and guesswork
- Desire for direct answers to specific market questions
- Need to validate SaaS ideas and strategies
Problems to Solve:
- Getting instant market research data
- Identifying best ad platforms for specific niches
- Finding pricing benchmarks for SaaS products
- Discovering fast-growing competitors
Potential Solutions:
- AI-powered instant market research tool
- Direct answers to specific market questions
- Competitor analysis and benchmarking
- Market trend identification
GROWTH FACTORS
Effective Strategies:
- Building a one-page explainer with mockups
- Running targeted ads to validate demand
- Conducting user interviews to understand needs
Marketing & Acquisition:
- Leveraging Twitter and LinkedIn for outreach
- Partnering with SMB-focused communities
- Offering free sample reports or trials
Monetization & Product:
- Developing clear differentiation from competitors
- Ensuring AI quality and data accuracy
- Offering competitive pricing for instant insights
User Engagement:
- Building early community buzz through social media
- Engaging with potential users through interviews
- Generating word-of-mouth through free trials