One thing I always found tedious during early-stage validation is getting a clear view of the competitive landscape. Not just who the players are, but what features they offer, how they price, what customers say, and where the gaps might be.
I put together a free AI bot to speed that up — you type in your idea or niche, and it pulls together:
• Key competitors
• Their pricing and positioning
• Feature breakdowns
• Review insights
• Suggestions on where you might differentiate
I originally built it for myself, but I’ve kept refining it based on feedback. It’s pretty barebones right now — no login, no upsell — just a free way to cut down research time.
One thing I always found tedious during early-stage validation is getting a clear view of the competitive landscape. Not just who the players are, but what features they offer, how they price, what customers say, and where the gaps might be.
I put together a free AI bot to speed that up — you type in your idea or niche, and it pulls together: • Key competitors • Their pricing and positioning • Feature breakdowns • Review insights • Suggestions on where you might differentiate
I originally built it for myself, but I’ve kept refining it based on feedback. It’s pretty barebones right now — no login, no upsell — just a free way to cut down research time.
How can it be tested? poe.com asks for login, confirmation code, phone number.