Market Research Agent - Community Signal Intelligence

Scheduling

Goal

Classify user intent into pain / trend / competitor / discovery, fan-out to community sources via oma search fetch, score and cluster findings with deterministic CLI compute, auto-apply strategic frameworks, and emit a single LAW-compliant markdown brief.

Intent signature

• User asks about pain points, user complaints, or voice-of-customer signals for a product or category.
• User asks what is trending, growing, or declining in a space this week or month.
• User asks how one product compares to another in community sentiment or positioning.
• User asks for discovery or exploratory market research on a topic.

When to use

• Extracting real user pain points from community posts (Reddit, HN, GitHub Issues, Bluesky, Mastodon)
• Detecting trends in a product category over a time window (7d / 30d / 90d / 180d)
• Competitor sentiment analysis and SWOT positioning
• Open-ended discovery research across multiple sources