Send an agent a bounded Reddit research brief by voice or text, let it work asynchronously, and require a concise source-linked report that can support a product decision.
Source episode · 43:00
How I AI: My 24 Hours with Clawdbot (aka Moltbot)—3 Workflows for a Powerful (and Terrifying) AI Agentwith Claire Vo
Claire sends a voice note asking Clawdbot to research Reddit demand for ChatPRD, receives an emailed Markdown report with punchy insights and source links, and then asks for a roadmap grounded in the findings.
A concise Markdown report with recurring needs, counterexamples, representative source links, and implications separated from observed evidence.
Step by step
Follow the sequence once, then adapt the prompts, checks, and handoffs to your own setup.
4 steps
Define one decision the research should inform. Specify the product category, communities, search terms, date range, minimum evidence, and groups or sources that are out of scope.
Research what people on Reddit want from [product category] to inform [decision]. Search [subreddits and terms] across [date range]. Identify repeated pain points, desired capabilities, alternatives, objections, and counterexamples. Do not treat one post as a trend.
Send the brief by text or voice to the connected agent. Name the report format, delivery destination, and evidence standard so the task can run without follow-up.
Research Reddit for what people want from ChatPRD and product AI platforms. Return a Markdown report by email with a short methodology, 5 to 8 evidence-backed themes, representative links, counterexamples, and product implications. Label implications separately from user evidence.
Voice notes are particularly effective for delegating complex, asynchronous tasks like research, as it feels natural and allows for detailed instructions.
Let the research run asynchronously, but require a quick acknowledgment with the task label and destination. Use that label for status instead of restarting the work.
Review the emailed report against its links. Check that themes recur across sources, counts and quotations are accurate, counterexamples are retained, and recommendations do not outrun the evidence.
Turn an idea into a PRD, user stories, and a plan.
After the steps
How to recover when the loop fails and where human judgment helps.
Recover
Keep building
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Join 100,000+ product managers who use ChatPRD to write better docs, align teams faster, and build products users love.