How To Prepare For An Executive Meeting with AI

You have one chance to make a good impression with an executive.

How will you prepare?

Before meeting with an executive, use AI to form an evidence-based hypothesis you can test in conversation.

The objective is simple: understand their business well enough to ask sharper questions, challenge your assumptions, and determine whether there’s a meaningful problem worth solving.

Public information gives you a place to start. The meeting reveals the internal priorities, urgency, ownership, funding, and appetite for change.

Here’s the process I recommend.

Step 1: Explain Your Business

Give AI enough context to evaluate possible relevance.

Explain:

• What you sell

• Who typically buys it

• The business problems you help solve

• The outcomes you can credibly improve

Be specific about what changes for the customer when your offering works.

Focus on outcomes such as:

• Revenue growth

• Cost reduction

• Risk reduction

• Improved performance

Step 2: Research the Company and Executive

Use this prompt:

Research <company> and <executive> using current sources.

State clearly when current sources are unavailable. Base all current facts on current evidence.

Start with primary sources and weight each conclusion based on source quality.

For public companies, review earnings calls, regulatory filings, annual reports, investor presentations, and proxy statements.

For private companies, review funding announcements, company registries, executive interviews, and credible operating disclosures.

Use secondary sources when they provide relevant context, and explain their limitations.

These sources may include press releases, executive commentary, LinkedIn activity, job postings, customer and partner announcements, government contracts, litigation, regulatory sources, and credible competitor commentary.

Identify up to five findings that may be relevant to the executive and the business outcomes they appear to own.

For each finding:

• Cite the source and date

• Identify the specific fact supporting the conclusion

• Explain the apparent business priority

• Explain what the executive may own and the evidence supporting that view

• Explain what may have changed

• Describe the possible business consequence and the evidence supporting it

• State what still needs validation

Analyze the company before assessing our relevance.

Include our offering only where the evidence supports a credible connection.

Label each conclusion as:

• Verified fact

• Strong inference

• Weak inference

• Hypothesis

Briefly explain each classification and identify the evidence that would strengthen or disprove it.

Treat executive ownership as a hypothesis unless a primary source clearly establishes accountability.

Treat public signals as clues rather than proof of internal priorities, budget, urgency, ownership, or buying intent.

A job posting may indicate investment in a capability. It could also reflect routine hiring, backfilling, or longer-term planning.

Public comments from an executive may reveal an area of interest. The conversation will help you understand its importance, ownership, timing, and level of investment.

Step 3: Analyze the Findings

Once the research is complete, use this prompt:

Analyze the findings and answer:

• Where is the company trying to grow revenue?

• What costs are executives trying to reduce, control, or make more productive?

• What risks are executives calling out?

• Which priorities are visible to senior leadership?

• What evidence suggests urgency or active investment?

• Does the executive appear to own one of those outcomes?

• Where, if anywhere, could our offering credibly improve the result?

Separate verified facts from interpretation.

For each interpretation, cite the supporting evidence and explain what still needs validation.

Treat visibility, urgency, ownership, budget, and buying intent as separate questions.

The phrase “if anywhere” matters.

Some research will uncover a credible connection between the company’s priorities and the outcomes you can improve. Other research will show that the connection is weak or unclear.

Both conclusions are useful.

Step 4: Pressure-Test the Analysis

A polished answer can still rest on weak evidence.

Use this prompt:

Where might this analysis fall apart or cause someone to call BS?

Identify:

• Weak or outdated sources

• Unsupported assumptions

• False urgency

• Confirmation bias

• Overstated executive ownership

• Manufactured relevance

• Conclusions that confuse public signals with internal priorities

• Claims that go beyond the available evidence

Recommend only the changes needed to improve credibility.

This step shows you where the evidence is solid and where assumptions have filled the gaps.

Step 5: Apply the Corrections

Use this prompt:

Fix as suggested.

Preserve the strongest supported findings.

Remove or qualify unsupported conclusions.

Don’t hallucinate or overcorrect.

Then review the revised analysis yourself.

Check the sources and dates. Confirm that the evidence supports each conclusion. Move anything uncertain into the hypothesis section.

Step 6: Create the Meeting Brief

Use this prompt:

Turn the analysis into a concise executive meeting-prep brief written in my plainspoken, human voice.

Include:

• Verified facts

• Clearly labeled hypotheses

• What may have changed and why it could matter

• Three to six questions to validate in conversation

• Where our offering may support revenue growth, cost reduction, or risk reduction

• Assumptions we should validate

Use public information as context for the conversation. Treat internal priorities, urgency, budget, ownership, and buying intent as questions to explore.

Pressure-test the meeting brief by repeating steps 4 and 5 until it’s credible, in your voice and meeting ready.

When an important conclusion lacks reliable evidence, remove it or convert it into a question for the meeting.

Use the Research to Ask Better Questions

Public information helps you form a credible hypothesis about what may matter to the company and executive.

The conversation helps you learn:

• What’s happening inside the business

• How important the issue is

• What changed

• Why action may be required

• Who owns the outcome

• Whether funding is available

• What other initiatives are competing for resources

• Whether your offering can improve the result

You might open with:

“I noticed several public signals suggesting this area may be receiving more attention. How are you thinking about it internally?”

That gives the executive room to confirm, correct, or redirect your thinking.

AI helps you arrive prepared with a credible hypothesis, a clear view of what needs validation, and stronger questions about the business.

That preparation gives you a better chance of identifying a problem worth solving and earning the right to continue the conversation.