If you’ve joined GPT Builders Lab, reply below with: • What GPT you want to build • Who it’s for • The outcome it delivers I’ll give direct feedback here.

To keep things organized, use these guidelines: - Build Ideas & Validation→ GPT ideas, scope checks, validation - GPT Architecture & Design→ Instruction logic, structure, guardrails - Productization & Packaging→ Naming, descriptions, positioning - Monetization Playbooks→ Pricing, offers, selling strategies - Build Challenges & Sprints→ Challenge participation only - Case Studies & Wins→ Launches, sales, lessons learned Posting in the right place helps everyone move faster.

If you’re here as a Founding Builder, this thread is for you. Reply below with: • What GPT you want to build • Who it’s for • The outcome it delivers You don’t need it perfect. You don’t need it validated yet. This is how builds start — publicly. I’ll be reviewing ideas and giving feedback directly here. Let’s see what you’re building 👇

If you want real progress here, follow this order: Step 1 Read all posts in Start Here. Step 2 Post your GPT idea in Build Ideas & Validation. Step 3 Join the active Build Challenge. Step 4 Apply feedback publicly and iterate fast. Do not wait until things feel “ready.” Momentum beats preparation every time. Builders who follow this path move faster than everyone else.

GPT Builders Lab is a builders room.To keep the signal high, these rules are non-negotiable. 1️⃣ This Is a Product-Building Community Every post should connect to: - GPT design - Productization - Monetization If it doesn’t move a build forward, it doesn’t belong here. 2️⃣ Execution Over Brainstorming Good posts: - “Here’s my GPT idea — does the scope make sense?” - “Can you review this GPT positioning?” - “How would you monetize this?” Not allowed: - Endless hypotheticals - Vague idea dumping - “What if” posts with no intent to build 3️⃣ Tool-Agnostic, Strategy-First We do not: - Debug OpenAI internals - Debate model behavior - Diagnose platform issues If a question becomes technical execution, we reframe the goal, not the tool. 4️⃣ No Prompt Dumping If you share prompts, explain: - What the GPT does - Who it’s for - How it fits into a sellable product Prompts without context will be removed. 5️⃣ No Spam or Self-Promotion No pitching products, services, or affiliate links unless explicitly invited. Violations = removal. Final Note This community is intentionally focused and opinionated. If you want to build once and sell repeatedly, you’ll thrive here.