Research·Advanced·60 min·Updated Sep 30, 2026

Build a market research assistant agent

Stand up an agent that synthesizes internal and external data sources to surface market trends and the competitive landscape on demand.

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Microsoft 365

Works With

Business Outcome

On-demand market context for planning decisions, instead of a one-off research project every time a question comes up.

Workflow Overview

SharePoint
Copilot Studio

Step 1: Connect internal and external sourcesSharePoint

In Copilot Studio's Knowledge settings, add the SharePoint libraries holding internal market research, purchased analyst reports, and win/loss notes, plus a web-search connector if your license supports grounding on external sources.

The whole value of this agent is synthesizing across both, so an agent scoped to only one side is just a search box with extra steps.

Step 2: Ask it a real planning questionCopilot Studio

Test it with the kind of question that actually comes up in planning cycles, not a generic "tell me about the market" prompt.

Prompt idea:

What's the current competitive landscape in mid-market ERP, and how has it shifted in the last two quarters? Pull from our internal win/loss notes and any analyst reports in the library.

Step 3: Check that internal and external findings actually reconcileCopilot Studio

When internal win/loss notes paint a different picture than an external analyst report, ask the agent directly which sources support each view — a response that quietly favors one source without flagging the disagreement is hiding a decision-relevant signal rather than resolving it.

Step 4: Use it as a standing resource, not a one-offSharePoint

The real value shows up when planning teams can query it repeatedly through a cycle instead of commissioning a fresh report each time.

Check the work

  • Check that internal and external sources are both actually being drawn from, not just one.
  • Flag and investigate any place internal and external data disagree, rather than letting the agent silently pick one.
  • Confirm the sources feeding the agent are being refreshed, not going stale.

Source: Microsoft Copilot Scenario Library — Marketing (2026)

Expected Outcome

A working agent that returns a synthesized market and competitive landscape summary from a plain-language question.

✓

AI is the right call here

Reconciling what internal win/loss notes say against what an external analyst report claims, and surfacing it when they actually disagree, is synthesis across sources — not something a single source or a keyword search gives you.

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WORK WITH LIMINALS

Ready to roll this out beyond one person?

Workflows like this tend to raise real governance and licensing questions once more than one person is using them — that's exactly what we help with.