Build a Market Research Agent
Good strategic decisions require good market intelligence — and gathering that intelligence manually is both time-consuming and inconsistent. A market research agent monitors your industry continuously, surfaces relevant trends and competitor moves, and delivers structured briefs that keep you ahead of the curve. This guide walks through building one that becomes genuinely indispensable.
What You'll Need
- ✅OpenClaw with the Research skill pack
- ✅A list of 5–10 competitors to monitor
- ✅A defined set of industry keywords and topics
- ✅Slack or email for report delivery
- ✅Optional: access to industry publications or analyst reports
- ✅About 3 hours for initial configuration
Step-by-Step Guide
Define your intelligence requirements
Before configuring anything, get specific about what you actually need to know. Map your intelligence requirements across four domains: competitor activity (pricing, product updates, marketing moves), industry trends (technology shifts, regulatory changes, market sizing), customer intelligence (pain points, purchase triggers, satisfaction signals), and opportunity signals (new markets, underserved segments, partnership possibilities). Document these as specific questions the agent should try to answer each week.
Set up competitor monitoring
For each competitor, configure a monitoring profile: their main website URL, pricing page, blog, LinkedIn page, and any known job boards they post to. The agent will check each source on a defined schedule (daily for pricing pages, weekly for blog content) and flag changes. Configure change sensitivity — you want to catch pricing updates and new feature announcements, but not minor copy tweaks.
Configure industry trend tracking
Define your keyword and topic clusters: industry terms, technology names, regulatory topics, key player names. Connect Google Alerts equivalent monitoring through the OpenClaw Research skill. Add RSS feeds from industry publications relevant to your market. Set the agent to categorise findings by strategic relevance — high (needs executive attention), medium (worth noting), low (background awareness).
Build your research brief template
Define the structure of your weekly intelligence brief. A good template has: executive summary (5 bullets, what actually matters this week), competitor updates, industry developments, opportunity signals, and a 'watch list' of emerging items not yet significant enough to act on. The consistent structure matters — it lets you scan efficiently and spot trends across weeks.
Set up on-demand deep research
In addition to scheduled monitoring, configure the agent for on-demand research requests. When you have a specific question — 'What are the pricing models used by the top 10 competitors in X segment?' or 'What do customers consistently complain about with competitor Y?' — you should be able to brief the agent in plain language and receive a structured answer within hours. This is the advanced capability that separates a monitoring tool from a genuine research resource.
The best market research agents are tuned over time. Set a monthly review where you look back at the briefs and ask: what did we act on, what was noise, and what did we miss? Use those answers to refine your monitoring configuration. After 3 months, you'll have a system calibrated precisely to your strategic information needs.
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