... hurt early-stage founders. When you are in the early stage, you already doubt yourself enough. You are building, fixing, testing, trying to get users, trying to stay alive. Then you open LinkedIn, X, or founder communities and see competitors posting MRR screenshots, traffic spikes, and growth wins nonstop. And if you do not have built-in credibility, it hits even harder. You are not ex-Google. You are not YC-backed. You do not already have a huge audience ... ... sometimes the answer is no. Sometimes your product is actually better. Sometimes your users are happier. Sometimes your direction is stronger. But the other company is just better at turning random things into a growth story. We saw a competitor

... That's my train of thought. Comment from Nika(@busmark_w_nika): @fernando_gabriel_leon_molina  What will be/are your paid features in your case? Comment from Priyanka Gosai(@priyanka_gosai1): For us, the split is between access vs scale. On TinyCommand, core features like building workflows, using AI agents, forms, and integrations are available in the product so people can actually experience how it works. What becomes paid is usually usage and scale things like the number ... ... paid tier feel fair rather than extractive. Comment from yurukusa(@yurukusa): @Nika Yes the biggest one was when we audited our own product and realized the free version had MORE features than the paid version. 10 hooks free vs

... Netflix uses for recommendations). Here's the flow: USER FEEDBACK LOOP Write AI Suggests Accept/Deny/Retry System Learns Model Stats DB Model A: 85% Success rates Model B: 72% Model C: 91% Use this one! Thompson Sampling Algorithm Balances exploration vs exploitation Try new models Use proven models (10% of time) (90% of time) What's Thompson Sampling? Think of it like this: The Casino Analogy: You walk into a casino with 5 slot machines. Some pay out more than others ... ... emails Mistral is fastest for quick edits Week 3: Sarah just writes SourcePilot automatically uses GPT-4 for blog posts Switches to Claude when she's writing emails Uses Mistral for quick grammar checks Sarah's accept rate: 91% (vs

... Product Hunt I m building LitmusB.com , a tool that helps product teams stay ahead by: Benchmarking your product s UX against competitors Tracking what your competitors