GuidesUse AI to Turn Customer Questions Into Useful Ideas
Collect real customer questions, group recurring problems and choose a small idea to test. Use AI for research without inventing demand.
3 min readKnowledge direction
4 articlesSocial Research & Traffic
Audience signals, social listening, community research, distribution, and qualified traffic.
Guides
AutomationsA Bot That Checks Competitor Changes for You
Monitor a short list of competitor pages and get useful change alerts. Focus on offers, pricing or new services instead of every page edit.
3 min read
SolutionsA Trend Bot That Gives You a Useful Weekly Niche Update
Follow selected sources, spot changes and receive a short niche digest with links. A practical trend bot without a flood of recycled headlines.
3 min readAutomationsHow We Analyzed 18,250 Reddit Comments With Claude Code
A practical build log: how we collected, filtered, scored, and clustered 18,250 Reddit comments to find product pains in a few hours.
7 min read