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PlainAgent / Templates / Lead research agent

Sales template

Lead research agent

Looks up a company before a sales call and writes a one-page brief with sources.

Job

Research a company from its website and public pages and produce a short, sourced brief.

Trigger

A lead reaches a stage in your CRM, or you paste a domain.

Hand off to a person when

Before using any brief in outreach, a person reads it.

Inputs & knowledge
  • Company domain
  • What you sell (so it can spot relevant points)
Tools / actions
  • Web search or page fetch
  • Write the brief to the CRM or a doc
Rules
  • Every claim needs a source URL.
  • No guessing revenue, headcount or funding.

How to build it

  1. Give the agent a web search or fetch tool.
  2. Ask for a fixed brief format with a source link on every point.
  3. Tell it to say 'not found' instead of guessing.
  4. Spot-check sources for the first briefs.

System prompt

Replace the parts in {BRACES}. Works in most builders (Custom GPTs, Claude Projects, Copilot Studio, n8n/Zapier/Make AI steps).

Research {DOMAIN} for a sales call. We sell {OFFER}.

Use web search. Write:
- What they do (2 sentences)
- Who they sell to
- Recent news or changes (last 12 months)
- Possible reasons they'd need {OFFER}
- Open questions to ask on the call

Put a source URL after every bullet. If you can't find something, write "not found". Don't estimate numbers.

Test before you switch it on

  • A well-known company: check every source opens.
  • A tiny company with little online: it should say 'not found' a lot rather than invent.

New to this? Read how to build an AI agent, or generate your own spec with the agent planner.

Want a ready-made workflow for this? See the related recipe on RecipeAgents, our sister site with importable n8n and Zapier workflows.

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