1. Search a real workflow
Start with a concrete phrase such as “manual invoice approval for agencies”, not a broad market label.
Compass Jade searches connected public discussions for language around a product idea, audience, or workflow. It ranks the returned evidence by relevance and by pain and intent cues, then turns the strongest result set into a validation lead you can inspect.
Start with a concrete phrase such as “manual invoice approval for agencies”, not a broad market label.
Review the returned Hacker News and GitHub discussions rather than treating a score as a conclusion.
Use the report to choose interviews, a small MVP, and a pricing conversation worth running next.
The current public-source layer connects to Hacker News and GitHub. Results are ranked against the language of your query, with emphasis on repeated friction, pain language, and cues that a person is looking for help or a solution. Source availability and matching quality vary by query.
A public discussion can show that a workflow is frustrating, but it cannot prove that a new product will sell. Compass Jade does not invent market size, customer quotes, competitors, traction, revenue, or willingness-to-pay data. Treat every output as a research lead: inspect its sources, identify the missing fact, and test that fact with the people who do the work.