Sales and go-to-market teams researching target accounts / gtm

GTM Account Research

A source-linked account brief focused on fit, timing, risks, and the next useful action.

4 stages2 specialist agentsDepends on the selected path

The problem

Account research often becomes a generic company summary that does not help someone make a real go-to-market decision.

AI can combine stored account context with bounded current research while preserving source and confidence distinctions.

What you do

  1. Name the account, offer, audience, and decision the brief should support.
  2. Choose approved internal and web sources.
  3. Review uncertain findings before they become outreach claims.

What the agent does

  1. Load existing account and project context before external research.
  2. Research only the missing decision-relevant facts and retain source refs.
  3. Separate observations, inferences, gaps, and recommended next actions.

When this workflow helps

A reusable method, adapted to the request.

  • A project needs account or company research before enrichment, outbound, CRM updates, or pipeline review.
  • The agent should reuse prior account context and learnings before collecting more evidence.

Before it starts

Depends on the selected path

  • A named account and decision to support
  • Offer and fit criteria
  • Approved internal and external research sources

What proves it worked

Evidence, not a success claim.

  • Source-linked findings
  • Fit and risk assessment
  • Open questions and recommended next action

Workflow path

The reusable stages of the work.

A real run expands these stages around the request, context, selected tools, approvals, and dependencies.

4 ordered workflow stages
  1. 01

    Orient From Account History

    Read existing records, learnings, decisions, and the current research goal.

    Passes to next stage
  2. 02

    Collect Evidence

    Use granted retrieval actions only for evidence gaps the agent identifies.

    Passes to next stage
  3. 03

    Store Research

    Persist reviewed account, company, and contact context with provenance.

    Passes to next stage
  4. 04

    Capture Learning

    Record reusable GTM lessons only when evidence is explicit.

    Verified outcome

Safe stopping and recovery

Useful even when the whole path cannot run.

  • Stop after the research brief; outreach requires a separate workflow and approval.
  • If entity identity is ambiguous, stop before merging sources.
  • If live research is unavailable, return a useful stored-context brief with explicit gaps.

Documented follow-on work

The next workflow is conditional, not hidden.

Specialists inside this workflow

Clear roles for each part of the job.

Connected work

Built to use the tools you already have.

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