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Section 6 · AI Research System
Find Pain Points, Gaps, and Opportunities
Use AI to mine reviews, threads, and competitor weaknesses at 10x speed.
Customers
Quality
Why it works
Manual customer research takes weeks. AI compresses it to hours when you point it at the right sources.
Connects to
Customers
Quality
When AI helps
Synthesizing reviews, Reddit threads, support tickets, competitor reviews.
When AI hurts
Replacing real conversations with real customers.
How to use it
- Scrape or copy 50+ reviews → ask AI to cluster top 10 complaints.
- Feed competitor 1-star reviews → ask 'What gaps could we fill?'
- Use Perplexity to find emerging keywords and trends.
- Ask AI to identify the 'unspoken' pain in a thread.
Human review required
Validate top findings by talking to 5 real customers.
Examples
Reviews
'Cluster these 100 reviews into the top 8 themes with example quotes.'
Reddit
'What recurring frustrations appear in r/[subreddit] about [topic]?'