IdeaForge tracks live GitHub, npm and Hacker News activity across AI/LLM niches, then grounds every validation and co-founder chat in this week's real numbers — not a chatbot's best guess.
Real output from the scanner running right now, not a mockup.
ChatGPT answers from training data and general reasoning. IdeaForge's scanner tracks real GitHub, npm, and Hacker News activity across AI/LLM tooling niches, updated daily — when your idea touches a tracked niche, Validate and Co-Founder ground their answers in this week's actual numbers instead of a language model's best guess.
GitHub, npm, and Hacker News activity across a curated list of AI/LLM tooling categories — things like RAG, agent frameworks, vector databases, and prompt engineering — rescanned once a day. It's deliberately narrow: AI/LLM tooling only, not general business ideas.
200 AI calls a month instead of 5 a day, with no daily reset. Per-niche trend history — demand and competition charted over time, not just today's snapshot. And threshold alerts that email you the moment a niche you're watching crosses a number you set.
Pick a niche, a metric (demand or competition), a direction, and a threshold — for example, "notify me when rag's demand rises above 80." You'll get an email plus an in-app notification the moment it happens. Each alert fires once per crossing, and you can watch up to 20 at a time.
Treat it as a well-informed second opinion, not professional advice. Validate and Co-Founder are AI-generated and for informational purposes only — not financial, legal, or business advice. Always verify significant market claims independently before acting on them.
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