Orbit

Orbit continuously ingests user complaints from public sources such as Reddit, HackerNews, and Twitter, then applies AI models to extract intent, categorize problems by severity, frequency, and willingness to pay, and rank them with an “Orbit Score.” The platform presents the most vocal pain points, cross‑references thousands of discussion threads, and analyzes competitor landscapes to assess commercial viability. Users can submit a URL, tweet, or sentence and receive a structured output that includes a high‑fidelity validation, a product‑requirements document, and boilerplate code to jump‑start development. The service is aimed at founders and product teams that want to identify real, high‑potential problems before building, reducing reliance on intuition and market‑guesswork. Its distinctive workflow moves from discovery through structured validation to immediate build assets, all in real time.