Module 5 of 10

Talking Points and Q&A Preparation

Imagine this scene

A spokesperson has a media interview in two hours. You need to produce a one-page Q&A document covering likely questions — including the uncomfortable ones no one wants to think about. AI can play devil’s advocate faster than any real colleague will.

Why Q&A Preparation Is Uniquely Well-Suited for AI

Talking points and Q&A documents require breadth: you have to think through multiple scenarios, perspectives, and question types. This is exactly the kind of rapid, wide-coverage thinking AI does well. You don’t need AI to think deeply — you need it to generate volume quickly so you can identify and fill the gaps. AI is an excellent sparring partner for anticipating what audiences might ask, especially the questions your spokesperson hopes no one asks.

Key Insight

The best Q&A prep document doesn’t just answer questions — it includes answers at different confidence levels: the confident answer, the bridging answer, and the “we can’t confirm that yet” answer.

The Hostile Question Technique

Ask AI to play the role of a skeptical journalist or a critical audience member. Prompt: “You are a journalist covering [topic]. What are the five hardest questions you would ask about [announcement/situation]?” Then ask AI to draft answers to each of those questions from the organization’s perspective. This surfaces the questions you haven’t prepared for — which are always the ones that matter most on the day.

Answering at Different Confidence Levels

A well-prepared spokesperson doesn’t just have one answer to each question. They have a ladder: the full answer when they have certainty, the bridging answer when they’re uncertain but can redirect, and the holding answer when they genuinely don’t know and shouldn’t speculate. AI can draft all three levels for each question — but you need to verify the accuracy and appropriateness of each before it goes in front of a spokesperson.

    AI does well at…

  • Generating a comprehensive list of anticipated questions
  • Simulating hostile or skeptical questions you might not think of
  • Drafting answer sets at different levels of certainty
  • Producing key messages and bridging language
  • Creating format variations: bullets, Q&A pairs, index cards

    AI doesn’t replace…

  • Knowing which questions are actually likely from specific journalists
  • Verifying that the drafted answers are accurate and approved
  • Deciding which topics require legal or senior sign-off before answering
  • Coaching the spokesperson on delivery, not just content
  • Judgment about what to say vs. what to hold back

Formatting for Usability

A great Q&A document is useless if a spokesperson can’t find what they need under pressure. Ask AI to format outputs in a consistent structure: question first, then the preferred answer, then optional bridging phrases. Group questions by topic. Flag any question where the answer requires verification or approval. The document should be skimmable in a pre-interview review — not a wall of text that requires careful reading.

Today’s Activity

Build a Q&A document for a real spokesperson prep scenario using AI as your questioning sparring partner.

1
Step 1

Choose a scenario: an upcoming announcement, a sensitive topic your organization is likely to face, or a hypothetical media opportunity. Describe the context to AI: what happened, who the spokesperson is, and what the interview setting is (media, all-hands, investor call, etc.).

2
Step 2

Ask AI to generate 10 questions this spokesperson is likely to face. Then ask for 5 more — specifically the hardest, most uncomfortable, or most probing questions a skeptical audience might ask.

3
Step 3

For each question, ask AI to draft three answer options: the confident answer, the bridging answer for when you’re uncertain, and a holding answer for when you genuinely can’t respond yet. Review each for accuracy and appropriateness.

4
Step 4

Identify which answers require review, approval, or verification before they can be used. Flag them in the document. This is the critical human step AI cannot do for you.

5
Step 5

Ask AI to reformat the final document into a clean, one-page Q&A brief organized by topic. Review the result as if you were handing it to the spokesperson in 30 minutes. What’s missing? What needs editing?

✏️ Quiz

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