Map the full "what exists today" for a finished demand report — the competitor map (direct rivals, adjacent alternatives, and the status-quo "do nothing" cost, each gap backed by a real cited complaint) PLUS an empirical existing-solutions scan of real shipped products (Product Hunt launches and web), each matched to…
Turn a finished demand report into a grounded market-positioning wedge — a Dunford statement (competitive alternative, unique attribute, value, beachhead, category) plus a price hypothesis, every slot tracing to a real Reddit quote or web finding by permalink. Use after a demand report exists and the user asks "how…
Write a community brief for a subreddit before participating in it. Use when the user wants to understand a subreddit's norms, rules, tone, and what gets removed before they post or reply there. Needs no API key.
Run the full validation loop on an idea — ideate → demand → landscape → assess (GO/PIVOT/NO-GO) → loop — with the human deciding at each gate. Use when the user wants to find out whether an idea is worth building end to end, asks to "validate this idea", "run the loop", "take this through the whole thing", or wants to…