The recorded session
Watch the Learning Lab.
Follow the session, then use the playbook with your own work.
Watch replay on Vimeo ↗What to take into your work
- Prepare for the objections behind a sales conversation.
- Practice responses using the other person's context.
- Keep useful responses in a playbook you can refine.
Use the learning
Your playbook
Choose a prompt, replace the bracketed inputs, and work through it in your approved AI tool. Review the result and adapt it to your situation.
This playbook accompanies the March 3, 2026 session. Tool names and setup steps reflect that session; available features may differ in your account.
Welcome to Your AI Toolkit
Pushback isn't rejection. It's engagement. When someone pushes back, they're still in the conversation. The person who's already decided no doesn't bother objecting — they just say "thanks, we'll be in touch" and disappear. The problem is, most people freeze when they hear pushback — and either over-explain, get defensive, or bail too quickly. Whether you're in sales, leading a project, proposing a change, pitching an idea to leadership, or advocating for your team - this playbook gives you three AI prompts that turn your most common objections into a preparation system: categorize them, build tailored responses, and practice the conversation before it happens.
- You don't need to use everything at once. Start with the one prompt that solves your most immediate problem.
- These prompts work across platforms: Copilot, ChatGPT, Gemini, Claude, or your company's internal AI tool.
- Each prompt includes a main version (for licensed tools with full context windows) and an alternate version (for free Copilot or tools with limited input).
- Not in sales? These prompts work just as well. Swap "buyer" for "stakeholder," "product" for "proposal," and "customer" for "decision-maker." The framework is the same.
How to Use This Playbook
- Start with Prompt #1. List the objections you hear most and let AI categorize them, explain the real concern behind each, and build a response framework.
- Pick your toughest objection. Use Prompt #2 to role-play the conversation with AI acting as your toughest customer.
- Build your team's playbook. Use Prompt #3 to create a shareable objection-handling guide your whole team can use.
- Give AI context before asking for help. The more specific you are about your product, your customer, and your market, the more useful the output.
- Review and refine. AI gives you a starting point. Your experience with real customers makes it yours.
The Objection Anatomy Framework
Every objection has three layers. Most people only respond to the surface.
Layer | What It Sounds Like | What's Really Happening | How to Respond |
|---|---|---|---|
Surface Objection | "Your price is too high." | This is what they say. It's rarely the real issue. | Don't answer this directly. Dig deeper. |
Underlying Concern | "I can't justify this to my boss / I'm not sure of the ROI." | This is what they're worried about. Fear, uncertainty, internal politics. | Acknowledge. Ask a question that surfaces the real issue. |
Decision Barrier | "I need to feel confident I won't regret this decision." | This is what stops them from saying yes. Risk, timing, trust. | Reduce risk. Offer proof. Make saying yes feel safe. |
Key Insight: The best communicators don't overcome objections. They uncover what's underneath and address that. This works whether you're on a sales call, in a leadership meeting, or pitching a project to a skeptical VP. The Response Framework: A.E.R.C.
- A - Acknowledge: Validate the concern. Show you heard them. ("That's a fair concern.")
- E - Explore: Ask a question to understand the real issue. ("Help me understand — is it the total cost, or the timing of the investment?")
- R - Respond: Address the underlying concern with evidence, story, or reframe. ("Here's what other customers in your situation found...")
- C - Confirm: Check if you've addressed it. Move forward. ("Does that help? What else is on your mind?")
The AI Efficiency Ladder
Know where you are. Know where you're going.
Level | What It Looks Like | Time / Task |
|---|---|---|
1. On-the-Fly Prompting | Opening an AI chat, typing a question, getting an answer. Starting from scratch every time. | 5–10 minutes, inconsistent |
2. Repeatable Prompts | Saved templates you fill in. Same quality every time because same structure. | 2–3 minutes, consistent |
3. Custom AI Projects | AI pre-loaded with your context – your role, industry, frameworks. Works like a team member. | 1–2 minutes, personalized |
4. Automation & Agents | AI connected to your systems, triggered automatically. Runs without you. | 0 minutes, scales |
Your goal: Move from Level 1 to Level 2. The prompts in this playbook get you there.
The Prompt Structure
Every strategic prompt has four parts:
Part | Purpose | Example |
|---|---|---|
ROLE | Who should AI pretend to be? | "You are an elite B2B sales coach in the automotive industry..." |
CONTEXT | What does AI need to know about you? | "I sell precision-machined components to Tier 1 suppliers..." |
REQUEST | What specifically do you want? | "Build a response playbook for my top 5 objections..." |
QUESTION | Invite the AI to get as much information from you as possible. | "Please ask me any clarifying questions." |
Key Prompts from This Lab
This lab teaches three prompts that work as a sequence — Map, Practice, Scale.
Prompt #1: The Objection Mapper
What it's for: Taking the objections or pushback you hear most often, categorizing them by type, uncovering the real concern behind each one, and building a structured response using the A.E.R.C. framework. When to use it: Before a big meeting, pitch, or negotiation. When onboarding a new team member. When you realize you keep losing momentum at the same point in the conversation.
Main Version (Licensed Copilot / ChatGPT / Gemini)
Use when you can provide full context about your product/service/idea, your audience, and your market.
ROLE You are an elite communication and influence coach who specializes in objection handling, negotiation, and stakeholder influence. You have trained hundreds of professionals — sales teams, account managers, project leaders, operations managers, and entrepreneurs — across industries including automotive, manufacturing, and professional services. You understand complex B2B selling, internal advocacy, procurement dynamics, and the difference between customer-facing objections and internal stakeholder pushback. CONTEXT I am a professional who faces the same pushback repeatedly — whether I'm selling a product, pitching a project, proposing a change, or advocating for my team. I want to stop improvising and start preparing. I need a structured system for handling the objections I hear most often. REQUEST Based on the objections I list below, do the following for each one: 1. CATEGORIZE the objection: - Price / Cost / Budget - Timing / Urgency - Trust / Credibility - Competition / Alternatives - Authority / Decision Process - Need / Relevance 2. SURFACE THE UNDERLYING CONCERN What is the other person actually worried about? Not the words — the fear, the risk, the internal pressure, the political dynamic. 3. BUILD AN A.E.R.C. RESPONSE - Acknowledge: A natural, non-defensive opening line - Explore: A question that digs deeper without feeling interrogative - Respond: A concise, evidence-based response addressing the real concern - Confirm: A closing question that checks resolution and moves forward 4. PROVIDE TWO ALTERNATIVE RESPONSES Different phrasing for different personality types (direct vs. consultative). 5. IDENTIFY THE ENGAGEMENT SIGNAL What does this objection tell you about where the other person is in their decision process? Is this pushback actually a sign they're engaged? FORMAT Present as a table: | Objection | Category | Underlying Concern | A.E.R.C. Response | Engagement Signal | Then provide the alternative responses below the table for each objection. IMPORTANT - Do not give generic advice. - Tailor responses to my specific industry and context. - If an objection is ambiguous, ask me to clarify before responding. - Assume I am experienced but want sharper, more strategic responses. QUESTION Before generating responses, if I don't provide you with the information, ask me (one question at a time): 1. What do you do? (Are you selling a product/service, pitching a project, proposing a change, or something else?) 2. Who are you trying to influence? (Their role, what they care about) 3. What's the typical timeline for this kind of decision? 4. What's at stake if you don't get buy-in? Then ask me for my list of objections.
Alternate Version (Copilot Free / Limited Context)
I [sell/propose/advocate for] [PRODUCT/SERVICE/IDEA] to [AUDIENCE — buyer type, stakeholder, leadership team, etc.]. Here are the objections or pushback I hear most: [LIST OBJECTIONS] For each objection: 1. Categorize it (price/budget, timing, trust, competition/alternatives, authority, need) 2. Explain what the other person is REALLY worried about 3. Give me a response using this structure: - Acknowledge the concern - Ask a question to dig deeper - Respond with evidence or a reframe - Confirm and move forward 4. Tell me what this objection signals about where they are in their decision Be specific to my context. No generic advice.
Prompt #2: The Objection Role Play
What it's for: Practicing the hardest conversation before it happens. AI plays the person on the other side — a tough customer, a skeptical VP, a resistant stakeholder — and pushes back on your responses so you can refine your approach. When to use it: Before a critical meeting, pitch, proposal, or negotiation. After running Prompt #1, when you want to test your responses against realistic pushback.
Main Version (Licensed Copilot / ChatGPT / Gemini)
Use to simulate a real conversation with a tough audience.
ROLE You are a skeptical, experienced decision-maker. You have seen every pitch and every proposal. You are not rude, but you are direct, time-pressed, and hard to impress. You will not make this easy. CONTEXT I am a professional preparing for a critical conversation. I want to practice handling objections and pushback in a realistic simulation before the real thing. This could be a sales call, a project pitch, a budget proposal, a change initiative — any conversation where I expect resistance. SETUP I will tell you: - What I'm selling, proposing, or advocating for - Who I'm meeting with (their role and what they care about) - The specific objection or pushback I expect to face - Any context about the situation (history, stakes, competing priorities) RULES FOR THE ROLE PLAY 1. Stay in character as the other person for the entire conversation. 2. Start by raising the objection naturally — the way a real person would say it, not how a textbook describes it. 3. When I respond, react realistically: - If my response is weak, push harder. - If my response is strong, raise a follow-up concern. - If I try to close too early, resist. - If I ask a good question, answer it honestly (as that person would). 4. After 4–6 exchanges, break character and provide coaching: - What I did well - Where I lost the other person - One specific phrase or pivot I should use next time - Rate my overall handling: 1–10 TONE Realistic. This should feel like a real conversation, not a classroom exercise. Be the person that keeps me up at night. QUESTION Ask me for the setup details before we begin.
Alternate Version (Copilot Free / Limited Context)
Act as a skeptical decision-maker. I [sell/propose/advocate for] [PRODUCT/SERVICE/IDEA] and I'm meeting with a [THEIR ROLE] at [ORGANIZATION TYPE]. The objection I expect: [OBJECTION] Role-play the conversation: - Raise the objection naturally - Push back on my responses realistically - After 4-6 exchanges, break character and coach me: - What I did well - Where I lost you - One phrase I should use next time - Rate me 1-10 Be direct and realistic. Don't go easy on me.
Prompt #3: The Team Objection Playbook Builder
What it's for: Turning your individual objection-handling knowledge into a structured, shareable playbook your entire team can use — whether it's a sales team, a project team, or any group that faces recurring pushback. When to use it: When onboarding new team members, when your team keeps losing momentum at the same points, or when you want consistent, confident responses across your organization.
Main Version (Licensed Copilot / ChatGPT / Gemini)
Use to create a team-ready objection-handling guide.
ROLE You are a communication enablement strategist who builds objection-handling playbooks for professional teams. You know how to turn tribal knowledge into structured, repeatable frameworks that new team members can learn and experienced professionals can sharpen. You work with sales teams, project teams, operations groups, and leadership teams. CONTEXT I lead a team and I want to create a structured objection-handling playbook they can reference before important conversations, during onboarding, and in team training. I want it to feel practical, not theoretical. REQUEST Based on the objections and responses I provide (or that we build together), create a Team Objection Playbook with these sections: 1. OBJECTION QUICK-REFERENCE TABLE | Objection | Category | One-Line Response | When You Hear This, Ask... | 2. DETAILED RESPONSE CARDS (one per objection) For each: - The objection in the other person's exact words - What they're really saying - The A.E.R.C. response (Acknowledge, Explore, Respond, Confirm) - Two alternative phrasings - Common mistakes to avoid - What NOT to say 3. SITUATIONAL MODIFIERS How responses should shift based on: - Early in the conversation vs. late stage - Different stakeholder types (procurement vs. executive vs. technical vs. end-user) - New relationship vs. existing relationship - Competitive situation vs. sole option 4. PRACTICE SCENARIOS 3–5 realistic role-play scenarios the team can practice in pairs, with setup instructions and debrief questions. FORMAT - Design this to be printable or shareable as a one-page quick reference + detailed cards. - Use clear, direct language. No jargon. - Include blank templates so the team can add new objections as they encounter them. QUESTION If I don't provide information - ask me (one question at a time) about my team, what we do, who we're trying to influence, and the objections we hear most before building the playbook.
Alternate Version (Copilot Free / Limited Context)
I lead a team that [sells/proposes/advocates for] [PRODUCT/SERVICE/IDEA] to [AUDIENCE TYPE]. Here are our top objections and our best responses: [LIST OBJECTIONS AND RESPONSES] Create a team objection playbook with: 1. A quick-reference table (objection, category, one-line response, question to ask) 2. Detailed response cards for each objection 3. How to adjust responses for different stakeholder types (procurement vs. technical vs. executive) 4. 3 practice scenarios the team can role-play Keep it practical. No theory. Make it something a new team member could use in their first week.
Build an Interactive Dashboard
ROLE
You are a world-class UX designer and sales strategist who builds interactive tools for professionals who handle objections and pushback.
CONTEXT
I just mapped my objections using the A.E.R.C. framework (Acknowledge, Explore, Respond, Confirm). I have a set of objections categorized by type (Price/Budget, Timing, Trust, Competition, Authority, Need) with underlying concerns and structured responses for each.
REQUEST
Take the objection mapping data I paste below and build me a beautifully designed, interactive HTML dashboard with the following:
1. CATEGORY FILTER BAR across the top — clickable pills/buttons for each objection category (Price, Timing, Trust, Competition, Authority, Need). Clicking one filters the view. "All" is the default.
2. OBJECTION CARDS — clean, modern cards for each objection showing:
- The surface objection in bold (what they actually say)
- The category as a colored tag
- The underlying concern (what they're really worried about)
- An expandable A.E.R.C. section:
- Acknowledge line
- Explore question
- Respond statement
- Confirm question
- The engagement signal (what this objection tells you about where they are)
3. QUICK-REFERENCE MODE — a toggle that collapses everything into a tight table view: Objection | Category | One-Line Response | Question to Ask. This is the "before the call" cheat sheet.
4. VISUAL SUMMARY at the top showing:
- Total objections mapped
- Breakdown by category (small bar chart or pie)
- How many are engagement signals vs. real barriers
Design it to feel professional and modern — clean typography, subtle shadows, smooth transitions on expand/collapse. Use a color palette that works in a business context (not neon). Make it mobile-responsive.
Here is my objection mapping data:
[PASTE YOUR PROMPT #1 OUTPUT HERE]Prompt #4: The Competitive Positioning Coach
What it's for: Preparing for objections that are really about your competition — when the buyer is comparing you to another supplier, alternative, or the status quo. When to use it: When you know you're in a competitive situation and need to position your offering without badmouthing the competition.
Main Version
ROLE You are a competitive positioning strategist for automotive sales. You help sales professionals handle competitive objections without disparaging competitors — by reframing the conversation around value, fit, and risk. CONTEXT I am in a competitive situation. The buyer is comparing me to [COMPETITOR OR ALTERNATIVE]. I need to position my offering effectively without: - Badmouthing the competition - Being defensive - Ignoring the comparison REQUEST Based on what I tell you about my offering and the competitive situation, help me: 1. Identify 3–5 differentiation angles that matter to THIS buyer (not generic advantages) 2. For each competitive objection: - Acknowledge the comparison respectfully - Reframe the decision criteria in my favor - Ask a question that exposes a risk or gap in the alternative - Provide a proof point or customer example 3. Draft a concise "why us" statement I can deliver in 60 seconds 4. Identify the one thing I should NEVER say about this competitor (and why) TONE Confident, not arrogant. Informed, not defensive. Consultative, not combative. QUESTION Ask me about my product, the competitor, the buyer, and what I know about the competitive situation before responding.
Alternate Version (Copilot Free)
I sell [PRODUCT/SERVICE] and I'm competing against [COMPETITOR]. The buyer is [ROLE] at [COMPANY TYPE]. 1. Give me 3-5 differentiation angles that matter to THIS buyer 2. For competitive objections, help me reframe the conversation without badmouthing 3. Draft a 60-second "why us" statement 4. Tell me the one thing I should NEVER say about this competitor Be specific. No generic competitive positioning.
Prompt #5: The "I Need to Think About It" Decoder
What it's for: Handling the most common and most dangerous objection in sales — "I need to think about it" / "Let me get back to you" / "We'll circle back." When to use it: When a conversation ends with a non-answer and you need to re-engage without being pushy.
Main Version
ROLE You are a sales psychologist who specializes in decoding non-committal responses. You understand that "I need to think about it" is rarely about thinking — it's about an unresolved concern the buyer didn't voice. CONTEXT A buyer ended our conversation with a non-answer: [PASTE THEIR EXACT WORDS]. I believe the deal is still alive, but I don't know what's really holding them back. REQUEST Based on the context I provide about the deal, help me: 1. Decode the non-answer — what are the 3 most likely real reasons they didn't commit? 2. For each possible reason: - A follow-up message that reopens the conversation without pressure - A question that surfaces the real concern - A proof point or risk-reduction offer that might unlock the decision 3. Draft a follow-up email that: - References something specific from our conversation - Adds value (new information, insight, or resource) - Creates a natural reason to reconnect - Does NOT say "just checking in" or "following up" 4. Tell me the one thing that would kill this deal if I did it right now QUESTION Ask me about the deal: what we discussed, what they seemed interested in, what made them hesitate, and how long ago the conversation happened.
Alternate Version (Copilot Free)
A buyer told me: [THEIR EXACT WORDS] Context: [BRIEF DEAL DESCRIPTION] 1. What are the 3 most likely real reasons they didn't commit? 2. Draft a follow-up email that adds value and reopens the conversation without "just checking in" 3. What's the one thing that would kill this deal right now? Be direct. No generic follow-up advice.
Quality Check - Before Using AI-Generated Responses
- Does this sound like ME? AI responses should match your voice, your style, your relationship with the other person. Change anything that doesn't feel natural.
- Is the response specific to THIS situation? Generic objection-handling is worse than no preparation. Add details only you would know.
- Am I responding to the surface or the real concern? If your response only addresses the words they said (not what they meant), dig deeper.
- Would this work in a real conversation? Read it out loud. If it sounds scripted, rewrite it in your own words.
- Am I listening or just waiting to respond? The best objection handlers ask more questions than they give answers. Make sure your responses include questions.
Copilot Basics (If You Use Microsoft 365)
- Work Mode vs. Web Mode: Work mode searches your company's Microsoft 365 data (emails, files, Teams). Web mode uses the open internet. For sales preparation, Work mode can pull past conversations, proposals, and customer history. For the prompts in this playbook, Web mode works well since you're pasting specific objections.
- When to use each: Use Work mode when you want AI to reference past emails or proposals with a specific customer. Use Web mode when you're building general objection responses or practicing with the role-play prompt.
- How to save prompts: Copy any prompt from this playbook into a Word document, OneNote, or Notion page. Label each one so you can find it fast before your next call.
- Reminder: Always follow your company's AI usage policy. Don't paste confidential deal information into external AI tools without checking what's allowed.
What to Try This Week
- List your top 5 objections. The pushback you hear at least once a week. The things people say that make you pause or scramble — whether you're selling, pitching, or proposing.
- Run Prompt #1. Paste them in and get structured responses using the A.E.R.C. framework.
- Practice one conversation. Use Prompt #2 to role-play your toughest upcoming conversation. Do it before the meeting, not after you lose momentum.
- Save your best responses. Start building your personal objection playbook — even if it's just a note on your phone.
- Notice what people actually say. This week, write down the exact words people use when they push back. Not what you remember later — the actual words. Those exact words are what make your prompts better next time.
- Before your next tough conversation, take three deep breaths. Breathe in for four counts, out for six. Preparation isn't just what you say — it's how grounded you feel walking in.
Resources & Next Steps
Explore this section
Want to bring AI training to your team but need to get it approved? This one-page guide walks you through the conversation - the objections your decision-maker will raise, what they really mean, and how to respond. It's the A.E.R.C. framework applied to getting buy-in for your own development.
Key Frameworks from This Lab
- Pushback is engagement, not rejection. When someone pushes back, they're still in the conversation. The person who's already decided no just says "thanks" and disappears.
- Your nervous system responds before your brain does. When you hear pushback, fight-flight-freeze kicks in before you've processed what was said. Preparation gives your brain a path to follow instead of freezing. Three deep breaths before a tough conversation activates your parasympathetic nervous system and tells your body "I'm safe."
- The A.E.R.C. framework (Acknowledge, Explore, Respond, Confirm) prevents the two most common mistakes: getting defensive and answering too fast. It also slows your stress response by giving you a next step instead of leaving you in freefall.
- Pushback on your idea is not pushback on your worth. Especially for entrepreneurs, consultants, coaches, and anyone who sells a service that feels personal — separating "they said no to my proposal" from "they said no to me" is the skill that keeps you in the conversation longer.
- The role play is the highest-value exercise. Reading about objection handling doesn't build the muscle. Practicing the conversation does.
- Your team's objection playbook is a living document. Add new objections as you hear them. Update responses as your world shifts. The best playbooks are never finished.
What We Didn't Cover (Yet)
- Building objection handling into your CRM workflow so responses are available in real time.
- Advanced negotiation tactics for high-stakes, multi-stakeholder deals.
- Using AI to analyze lost-deal data and identify patterns in why deals fail.
- Creating a custom AI assistant pre-loaded with your product, pricing, and competitive landscape.
Next Steps
- Run Prompt #2 before every important meeting this month. Practice makes the responses automatic.
- Share Prompt #3's output with your sales team. Let them add their own objections and responses.
- Track which objections you handle better this month vs. last month. Notice the pattern.
Questions or feedback? cheryl@cherylthompson.net
The Mental Model - Prepare the Conversation, Don't Wing It
Today's session was built on one idea: the people who handle pushback best don't have thicker skin. They have better preparation. AI makes that preparation instant and repeatable.
Step | Prompt | What It Does |
|---|---|---|
Map | Prompt 1 - The Objection Mapper | Takes your most common objections, categorizes them, surfaces the real concern, and builds A.E.R.C. responses. |
Practice | Prompt 2 - The Objection Role Play | AI plays the person across the table. You practice the conversation. AI coaches you after. |
Scale | Prompt 3 - Team Objection Playbook Builder | Turns your individual knowledge into a structured, shareable playbook your entire team can use. |
The pushback was never the problem. Not being ready for it was. Now you are.
Handling pushback is a skill, not a personality trait:
- List your top 5 objections.
- Practice one this week.
- Before your next tough conversation, take three deep breaths and remember: you've prepared.
- You now have the tools to stay in the conversation instead of bailing from it.
Related resources
Keep working with the material.
The prompts and exercises are included above. Save a useful prompt and return to it with your next task.