Here’s a practical way to build a market intelligence process that non-analysts can actually use: make it structured, lightweight, repeatable, and decision-oriented.

1) Start with the decisions, not the data

Define what the process is meant to support, for example:

• Enter/exit a market
• Prioritize segments
• Track competitors
• Spot customer needs
• Inform pricing, positioning, or partnerships

If the team can’t answer: “What decision will this intelligence change?” then the process is too broad.

2) Keep the scope narrow

Non-analysts do best with a limited set of questions, such as:

• What changed in our market this week/month?
• Which competitors made a meaningful move?
• What new customer pain points are emerging?
• What regulatory or macro changes matter?
• What signals suggest opportunity or risk?

A good rule: 5–7 recurring questions max.

3) Standardize the intake

Create a simple template for anyone submitting market intel:

Intel submission template

• What happened?
• Who is affected?
• Why does it matter?
• Source/link
• Confidence level: low/medium/high
• Suggested action or implication

This avoids vague “FYI” submissions.

4) Use a shared source list

Non-analysts need a pre-approved set of sources so they’re not starting from scratch.

Examples:

• Competitor websites and press releases
• Industry newsletters
• Customer support logs / sales call notes
• Trade publications
• Regulatory updates
• Social media / community forums
• Review sites
• Analyst reports, if available

Label sources by reliability and frequency.

5) Build a simple triage process

Not every signal deserves attention. Route inputs through a basic filter:

Triage categories

• Noise: interesting but not actionable
• Watch: monitor for patterns
• Alert: likely meaningful change
• Action: requires decision or response

You can make this easy with a scoring model:

• Relevance to our business
• Size of impact
• Confidence in the source
• Urgency
• Novelty

6) Create a weekly/monthly cadence

A process works when it has a rhythm.

Weekly

• Collect inputs
• Triage
• Highlight 3–5 key developments

Monthly

• Synthesize trends
• Compare against prior month
• Recommend actions

Quarterly

• Refresh priorities, competitors, and market questions

7) Make output dead simple

Non-analysts need concise, consistent outputs.

Use a one-page format:

• What happened
• Why it matters
• What to watch next
• Recommended action
• Owner

If people have to read a long deck every time, they won’t use it.

8) Assign clear roles

Avoid “everyone owns it,” which usually means no one does.

Suggested roles:

• Collectors: gather signals
• Triage lead: filters and prioritizes
• Synthesizer: turns signals into insights
• Decision owner: acts on recommendations

In smaller teams, one person can play multiple roles.

9) Use templates and examples

Non-analysts need guardrails more than freedom.

Provide:

• Example intel submissions
• Example good/bad insights
• A sample weekly summary
• A glossary of key terms
• A checklist for “is this worth sharing?”

10) Close the loop

The process improves only if users see outcomes.

For every important intel item:

• What decision was made?
• Was the signal useful?
• What should we do differently next time?

This builds trust and keeps the process from becoming a reporting exercise.

---

A simple operating model

Inputs

• Sales
• Customer success
• Product
• Support
• Marketing
• Public sources

Process

1. Capture signal
2. Triage
3. Validate
4. Summarize
5. Share
6. Decide
7. Track outcome

Outputs

• Weekly market pulse
• Competitor updates
• Opportunity/risk alerts
• Monthly trends summary

---

Tools that help non-analysts

Keep tooling simple:

• Shared form for submissions
• Shared spreadsheet or Airtable
• Slack/Teams channel for alerts
• One dashboard for tracked themes
• Document repository for source links

Avoid overbuilding with complex BI tools unless needed.

---

Common mistakes to avoid

• Asking people to “be strategic” without a framework
• Collecting too much, then synthesizing too late
• Mixing raw facts with interpretations
• No owner for follow-up
• No definition of what “good intel” looks like
• Making it a reporting burden instead of a decision tool

---

If you want, I can also help you with one of these:

1. A one-page market intel workflow
2. A submission template
3. A weekly market intel meeting agenda
4. A scoring rubric for triage
5. A simple operating model for a small team

If you tell me your team size and who the non-analysts are, I can tailor the process.