20+ Best AI Sales Prompts Templates for Every Sales Role

It’s taking the world and the internet by storm. You’ve seen it referenced everywhere. You’ve seen various LinkedIn posts about how everyone uses it for advertising, marketing, and coding. You may have even used it to write the odd, funny ditty about your co-worker, but you’re still not fully sold on how using artificial intelligence can improve the sales process.

In today’s fast-paced world, customers seek personalized and quick business interactions that address their specific pain points. This is where AI tools like ChatGPT, Claude, and Gemini come into play. They are powerful tools that can help you connect with your customers about your product or service in a more engaging and efficient way. By leveraging the capabilities of AI-powered chatbots, you can skyrocket your sales and boost customer satisfaction.

Read on to learn how these AI tools can enhance your sales strategies and discover 20+ prompt templates to get you started:

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Choose Your AI Tool: What Sales Teams Need to Know

The AI landscape has exploded with options. ChatGPT, Claude, Gemini, Copy.ai, Jasper, and the list keeps growing. Each has its strengths, but you don’t need to become an AI expert overnight.

Start with what you already have. Most companies already have access to at least one AI tool through their existing software stack. Microsoft users get Copilot, Google Workspace includes Gemini features, and many sales platforms now have built-in AI assistants.

Here’s what you should know about the main platforms:

• ChatGPT handles creative writing and brainstorming well. Useful for crafting outreach messages and generating different approaches for your campaigns.
• Claude works well with longer, more detailed requests. Good for analyzing customer feedback or creating comprehensive sales materials.
• Gemini integrates smoothly with Google tools that your team probably uses daily. Helpful for quick email drafts and calendar management, though its premium features depend on your organization’s setup.
• Copy.ai and similar platforms focus specifically on marketing and sales copy, offering pre-built templates and workflows.

The truth is, you’ll get better results improving your prompting skills with one tool than jumping between multiple platforms. Pick the AI that’s already in your tech stack and get good at using it effectively.

Your prompting technique matters more than which AI you choose. A well-crafted prompt will get you quality results from any of these tools, while a vague request will disappoint you regardless of the platform.

What is Conversational AI?

Conversational AI is a form of generative AI that gives you human-like text responses in an everyday setting. This can include chatbots, virtual assistants, and other systems that involve natural language interactions between humans and computers.

These models are trained on large amounts of text data, allowing them to generate coherent, relevant, and appropriate text to the context of the conversation.

The goal of conversational AI language models is to enable human-like communication between computers and humans, making the interaction more natural and intuitive.

Also read:

• 3 Ways To Use Artificial Intelligence (AI) for Sales Training
• How To Leverage Artificial Intelligence For Sales & Prospecting
• Essential Sales Technology Stacks for Professionals

How to Integrate AI Tools Like ChatGPT/Claude/Gemini into Your Sales Process

Most sales teams don’t need complex technical setups anymore. AI tools now plug directly into your existing workflow with minimal effort. You can start simple. You don’t need a dedicated IT team or months of implementation. 

Here’s how successful sales teams are using AI today:

• Direct Integration: Use AI directly within your current tools. Write emails in Gmail with Gemini assistance, draft LinkedIn messages with built-in AI features, or use Copilot in your Microsoft applications.
• Browser Extensions: Tools like ChatGPT’s browser extension or Claude’s web interface work alongside your CRM, social media platforms, and email clients without changing your existing setup.
• Copy-and-Paste Workflow: Many high-performing sales reps simply keep an AI tool open in another tab. They craft prompts, get responses, then adapt the output for their specific needs. Simple but effective.
• Mobile Apps: Use AI tools on your phone for quick prospect research between meetings or while traveling.

The key difference from a few years ago is that you don’t need complex technical integrations to provide context. Instead of formal “training,” you can include relevant details directly in your prompts. Tell the AI about your product, target audience, and specific situation each time you use it.

For better results, create a “context document” with your key company information, customer personas, and common objections. Copy and paste relevant sections into your prompts as needed. This gives you the benefits of customization without technical complexity.

Focus on one integration point first. Maybe start with email drafting, then expand to other areas once your team gets comfortable. You’ll see better adoption rates this way.

How Do I Craft Better Prompts Beyond The Basics?

You can ask AI to “write an email” or “create a proposal,” but getting truly useful output requires more strategic prompting.

Here’s what separates good prompts from great ones:

The Context Framework

Every effective sales prompt needs three elements:

• Situation – Who you’re talking to and why
• Specifics – Concrete details about the company, challenge, or opportunity
• Style – How you want the output formatted and what tone to use

Advanced Prompting Techniques

• Layer your requests: Instead of asking for everything at once, build complexity gradually. Start with structure, then add details, then refine tone.
• Use constraints: Tell AI what NOT to include. “Don’t mention pricing” or “Keep under 100 words” forces better focus.
• Ask for options: Request 2-3 variations with different approaches. This gives you choices and helps you understand what works.
• Add context markers: Include phrases like “structure this for a sales call” or “tailor this for a technical buyer” to change how AI organizes information.
• Reference specific frameworks: Mention BANT, MEDDIC, or other sales methodologies you use. AI understands these frameworks and will structure responses accordingly.

Testing and Refining Your Prompts

If you have access to multiple LLM platforms, run the same prompt through different tools to compare outputs. Try your prospect research prompt in both ChatGPT and Claude, then see which gives you better results for your specific needs.

Let AI Analyze AI: Take the two different outputs and ask a third AI tool: “Compare these two responses to my sales prompt. Which one is more actionable for a sales professional and why? What are the strengths and weaknesses of each approach?”

Use this process to improve your prompts:

1. Run your current prompt on two different AI tools
2. Compare the outputs for quality, specificity, and usefulness
3. Ask one of the AI tools to analyze why the responses differ
4. Use that analysis to refine your original prompt
5. Test the improved prompt across platforms again

Example Testing Workflow:

• Send your prospect research prompt to ChatGPT and Gemini
• Get two different sales research briefs
• Ask Claude: “I ran the same prospect research prompt through two different AI tools. Here are the outputs: [paste both]. Which approach would be more valuable for a sales rep preparing for a call, and what specific improvements would you suggest for my original prompt?”
• Use Claude’s analysis to create a better version of your prompt

This gives you multiple perspectives on your prompting technique and can help you understand which AI tools work best for different types of sales tasks.

You will still need to make your own judgment call based on the AI’s reasoning rather than blindly following suggestions.

Creating a Team Prompt Library

As you and your team refine your prompts using the testing methods above, you’ll want to save your best ones in a shared prompt library which will be essential for scaling the effective use of AI, ensuring consistency, and saving everyone time.

For Standalone AI Tools

If your team is using the web interfaces for ChatGPT, Claude, or Gemini, creating a central repository is simple.

• Shared Documents: The easiest method is to create a shared document in Google Docs or a Notion page. Organize it with clear headings for each prompt, include the full prompt text, and add a good and bad example of the output so reps know what to look for.
• Browser Extensions: For a more integrated experience, you can use browser extensions like AIPRM for ChatGPT. These tools allow you to save prompts into a shared folder that the whole team can access directly within the ChatGPT interface.

Integrate AI in Your CRM Using Salesforce’s Einstein Prompt Builder

As mentioned earlier, many CRMs are now integrating prompt management directly into their platforms, which is ideal for keeping everything in one workflow.

A great example is Salesforce’s Einstein Prompt Builder. This feature allows sales leaders to create, test, and save a library of effective prompts directly within their CRM. A sales rep can then access these pre-approved prompts to summarize account details or draft an email without ever leaving Salesforce. This ensures the entire team is using the best, most consistent prompts that are already tailored to your business and customers.

Key Considerations on Using AI Responsibly

Always verify before you trust the output that you receive. AI tools can generate convincing but inaccurate information. Always fact-check specific details like company data, financial figures, or recent news before using them in sales conversations. Getting basic facts wrong can damage your credibility with prospects.

• Don’t rely on AI for sensitive decisions. Use AI outputs as starting points, not final answers. Apply your sales expertise to evaluate and refine the output from AI sales prompts before acting on them. Your judgment and experience matter more than what any AI tool suggests.
• Respect privacy and confidentiality. Avoid inputting sensitive customer information, proprietary data, or confidential details into AI tools. Use placeholder text like “[customer name]” and “[specific challenge]” in your prompts instead of actual client information.
• Stay authentic in your communications. While AI can help draft messages, make sure the final output reflects your genuine voice and understanding. Prospects can usually tell when communication feels robotic or disconnected from real knowledge about their business.
• Keep learning and adapting. AI tools change rapidly, and what works today might not work tomorrow. Stay informed about updates and limitations of the tools you use. Your sales skills remain the foundation, and AI just makes you more efficient.

The goal is to use AI to save time on routine tasks so you can use those extra hours on building genuine relationships, providing real value to your prospects, and closing deals more effectively.

AI Sales Prompts for Every Stage of the Sales Process

You’re keen to take over the sales world with your newfound friend.

But there’s just one problem: every time you input a prompt, you’re not getting the results you were hoping for.

That’s not a problem; we’ve already rounded up the best AI prompts for sales to ask ChatGPT, Claude, or Gemini about every stage of the sales process.

Check them out, copy them, and use them to your advantage:

• Sales Development Representative (SDR) Prompts
  • Prompts for Lead Generation & Prospecting
  • Prompts for Lead Qualification
• Sales Representative Prompts
  • Prompts for Discovery and Needs Assessment
  • Prompts for Demo & Presentation
  • Prompts for Closing & Negotiation
• Sales Manager Prompts
  • Prompts for Analyzing Team Performance & Coaching
  • Prompts for Strategic Planning
• Key Account Representative Prompts
  • Prompts for Account Management & Expansion
• Cross-Functional Prompts for All Sales Roles
  • Prompts for Follow-Up & Communication
  • Prompts for Competitor Research & Preparation
  • Prompts for Call Scripts

Sales Development Representative (SDR) Prompts

Prompts for Lead Generation & Prospecting

Prospect Research

Goal: Use this prompt before you ever start writing or calling to build a strong foundation.

Why It Helps: This saves you from spending 30 minutes digging through a company’s website and news articles. It pulls out the most important information so you can prepare for a call in just a few minutes.

Prompt to Use

"Analyze [company name] and provide a strategic prospecting brief including: 1) Top 3 business challenges they likely face in [specific quarter/year], 2) Recent company news or achievements from the past 60 days, 3) Two specific conversation starters that connect their situation to [your solution category]. Format as a quick-reference sheet for a 3-minute pre-call review."

Sample Result

Top 3 Business Challenges (Q1-Q3 2025)

1. AI Strategy & Innovation Gap

• Company X is increasingly viewed as lagging in AI innovation. Analysts warn about its ”invisible Al strategy” and caution it risks repeating Company Y’s complacency. Calls for acquisitions and deeper partnerships are mounting.

2. Regulatory, Legal & Tariff Pressures

• Company X faces multiple legal threats: antitrust scrutiny over its App Store policies and default search engine deals, potentially jeopardizing ~$20B in revenue.
• Simultaneously navigating uncertain and potentially rising tariffs-plus cost risks tied to supply chain shifts.

The output will continue generating the rest of its findings.

Follow Up with Personalized Outreach Creation

Goal: To draft a highly relevant cold email that doesn’t sound generic.

Why It Helps: This breaks through the noise of standard email templates by connecting a prospect’s recent activity to a specific benefit of your solution, increasing the chances of getting a reply.

Prompt to Use

"Write a 3-sentence personalized email to [name] at [company]. Reference their recent [specific news/achievement] and connect it to how [your solution] addresses [relevant business challenge]. Use a conversational tone that sounds like industry peer, not vendor. Include one specific question that requires them to think about their current process."

Sample Result

Here’s a polished example email based on your prompt:

Subject: Scaling Company X’s sales performance

Hi Tim,

Congrats on Company X’s recent expansion of the enterprise solutions team – it’s impressive how quickly you’re scaling. Many teams in similar high-growth environments face uneven qualification skills, and tailored sales training programs can help ensure consistent performance across the board. How are you currently measuring whether your reps are effectively uncovering client needs before moving into solution discussions?

Best,

[Your Name]

Prompts for Lead Qualification

Generating Lead Qualification Questions

Goal: To create a set of smart questions that help you qualify a lead effectively.

Why It Helps: This moves you beyond basic “yes/no” questions and gives you a consultative framework (like BANT) to understand a prospect’s real needs, authority, and timeline without sounding like you’re reading from a script.

Prompt to Use

"Generate 8 BANT-qualified discovery questions for prospects who are [specific role] at [company type/size]. Structure questions to uncover: Budget timeline (2 questions), Authority mapping (2 questions), Need urgency (2 questions), and Decision timeline (2 questions). Frame each question to sound consultative, not interrogative. Include follow-up questions for each main question.”

Sample Result

Here’s a set of 8 consultative BANT-qualified discovery questions tailored for Business Development Representatives at medium to large technology corporations – each with a natural follow-up to deepen the conversation.

Budget Timeline (2)

1. “When your team is evaluating new tools or training, how do you typically approach allocating budget- do you set it annually or adjust mid-year based on opportunities?” 

Follow-up: “Can you share an example of when you were able to unlock budget mid-cycle because the ROI case was compelling?”

2. “Where does investment in skill development or enablement rank among your team’s current spending priorities?”

Follow-up: “If that priority moved higher, how would the budget conversation shift internally?”

The output will continue generating the rest of the questions depending on how many you specify.

Sales Representative Prompts

Prompts for Discovery and Needs Assessment Objection Handling

Preparing for Objection Handling

Goal: To prepare for tough objections before you get on a call.

Why It Helps: Instead of being caught off guard, you’ll have multiple, well-thought-out responses ready to go. This builds confidence and helps you keep the conversation moving forward.

Prompt to Use

"Create 3 different response strategies for this objection: '[specific objection]'. Structure responses for: 1) Logical approach (data/facts), 2) Emotional approach (impact/consequences), 3) Story approach (customer example). Each response should acknowledge the concern, provide perspective, and include a follow-up question to continue the conversation."

Sample Result

Here’s how you can handle the “It’s too expensive for just those features” objection using three distinct approaches:

1 – Logical Approach (Data/Facts)

Acknowledge: “I completely understand. The price needs to make sense in terms of measurable value.” Perspective: “When we looked at similar tech companies, the teams who implemented these features saw an average 18% lift in qualified pipeline within 90 days, which translated to about 4-6x the cost of the program in new revenue.”

Follow-up Question: “If you could project a similar return for your team, would the investment still feel high?”

The output will go on to list out the other types of responses as well.

Discovery Call Planning

Goal: To create a structured plan for your next discovery call.

Why It Helps: This ensures that you cover all your bases and guide the conversation effectively. It gives you a clear roadmap, from building rapport to identifying pain points and establishing next steps.

Prompt to Use

"Create a discovery call structure for [prospect company] in [industry]. They're evaluating [solution category] because of [known challenge]. Include: Opening rapport builders (2 minutes), situation questions (5 questions), problem questions (3 questions), implication questions (2 questions), and need-payoff questions (2 questions). Add transition phrases between each section."

Sample Result

Here’s your discovery call structure for Company X:

1 – Opening Rapport Builders (2 minutes)

Goal: Build trust and warm up the conversation.

• “I noticed Company X was recognized recently in the SaaS100 list- congratulations! What’s been the most exciting part of that growth for your team?”
• “I saw you’ve expanded into three new markets in the last year- how’s that been impacting your sales conversations so far?”

Transition -> Situation Questions: “I’d like to understand a bit more about your current sales process so we can see where training might have the biggest impact- does that sound good?”

2 – Situation Questions (5 questions)

Goal: Establish context and baseline understanding.

1. “Walk me through your typical sales cycle from first conversation to close.”
2. “How are opportunities currently qualified before they move forward in your funnel?”
3. “What sales enablement tools or resources do your reps currently use?”
4. “How do you track and measure win rates at both the individual and team levels?”
5. “What training or coaching processes are already In place for your sales team?”

The output will go on to list out the other types of discovery questions as well.

Prompts for Demo & Presentation

Demo Customization

Goal: To tailor your product demo to a specific prospect’s needs.

Why It Helps: This prevents you from giving a generic, one-size-fits-all demo. It focuses the presentation on the specific features that solve the prospect’s main problem, making it much more impactful.

Prompt to Use

"Create a demo flow for [company] focusing on [primary use case]. Structure as: Problem recap (30 seconds), relevant feature demonstration (3 key features max), business impact explanation for each feature, and transition to next steps. Include specific questions to ask during each section to maintain engagement."

Sample Result

Here’s your demo flow for Company X:

1 – Problem Recap (30 seconds)

Script:

“From our earlier conversation, I understand Company X’s sales team has seen declining win rates and inconsistent qualification practices across reps. This means some opportunities are slipping through the cracks while others progress without a clear fit, impacting both forecast accuracy and revenue predictability.”

Engagement Question: “Does that summary capture the main challenge as you see it?

Transition -> Feature Demonstration: “Let me show you how our platform directly addresses qualification consistency with three specific capabilities.”

2 – Relevant Feature Demonstration (Max 3 Features)

Feature 1: Guided Qualification Framework

Demonstration: Show the built-in customizable qualification checklist that prompts reps with key discovery questions.

The output will continue generating the rest of the demo flow.

Proposal Structure Creation

Goal: To quickly outline a professional and persuasive sales proposal.

Why It Helps: This saves you from starting from a blank page. It provides a clear, executive-friendly structure that focuses on business impact and makes your proposal easy to read and approve.

Prompt to Use

"Create a proposal outline for [company] addressing [specific pain point]. Include: Executive summary (focusing on business impact), current state analysis, proposed solution overview, implementation timeline, success metrics, and next steps. Structure this for a 5-minute executive read with clear section headers and bullet points for easy scanning."

Sample Result

Here’s a 5-minute executive-read proposal outline for Company X:

Proposal: Enhancing Advertising ROl for Key Brand Advertisers

1. Executive Summary (Business Impact Focus)

Company X’s top brand advertisers have reported a 7-12% YoY decline in ROI on campaigns. The trend threatens advertiser retention, long-term revenue, and competitive positioning versus Company Y, Company Z, and emerging platforms. Proposed solution combines AI-driven targeting optimization, creative performance analytics, and campaign workflow automation to deliver +15-20% RO1 improvement within 6 months.

2. Current State Analysis

Performance Trends: Declining click-through and conversion rates across several high-spend verticals (retail, consumer electronics, CPG). Attribution Challenges: Signal loss from privacy changes, limiting accurate audience targeting and measurement.

The output will continue generating the rest of the proposal.

Prompts for Closing & Negotiation

Deal Risk Assessment

Goal: To identify potential red flags in a deal before they become a problem.

Why It Helps: It forces you to think critically about your deals and helps you spot weaknesses, like a missing stakeholder or an unclear timeline, so you can address them proactively.

Prompt to Use

"Analyze this deal situation: [describe current status, stakeholders involved, timeline, competition]. Identify: 1) Top 3 risks that could derail this deal, 2) Missing information I need to gather, 3) Specific next steps to move forward, 4) Stakeholders I haven't engaged yet. Prioritize actions by impact and urgency."

Sample Result

Here’s the structured analysis for your Company X deal situation;

Top 3 Risks That Could Derail This Deal

1. Competitive Differentiation Risk (High Impact I High urgency)

• Company Y and Company Z have strong performance case studies and may position themselves as offering faster ROl or lower cost. 

2. Procurement-Driven Price Pushback (Medium Impact I High urgency)

• Procurement could delay approval or negotiate down scope, reducing perceived value.

3. Technical integration Concerns (Modium Impact I Modium Urgency) 

• IT or ad ops teams may fag integration complexity with the brand’s current DSPs or measurement stack

4. Missing Information to Gather

• Specific decision-making criteria the brand is using to compare Company X vs Company Y vs Company Z 
• Budget ceiling and how it’s allocated across Q4 channels.

The output will continue generating the rest of the structured analysis.

Sales Manager Prompts

Prompts for Analyzing Team Performance & Coaching

Rep Performance Analysis

Goal: To turn a rep’s monthly metrics into an actionable coaching plan.

Why It Helps: It moves beyond just looking at the numbers and helps you identify the specific skill gaps and strengths behind them. This makes your one-on-one coaching sessions much more focused and effective.

Prompt to Use

"Review this sales rep's monthly performance: [insert metrics/activities]. Create a coaching plan addressing: 1) Top 2 strengths to leverage, 2) Primary skill gap to address, 3) Specific activities to improve numbers, 4) Weekly check-in structure for next month. Focus on actionable changes that can impact results within 30 days."

Sample Result

Here’s the coaching plan for this sales rep:

Coaching Plan – August 2025

1 – Top 2 Strengths to Leverage

• High Client Meeting Volume (42 meetings booked): Demonstrates strong outreach discipline and ability to fill the pipeline.
• New Enterprise Acquisition (3 accounts): Shows capability to penetrate new logos and initiate large-scale opportunities.

2 –  Primary Skill Gap to Address

• Low Close Rate (18% vs team avg 24%): Indicates a gap in later-stage deal progression likely in needs discovery, value positioning, or competitive differentiation during proposal/negotiation stages.

The output will continue generating the rest of the coaching plan.

Pipeline Review Preparation

Goal: To get a high-level overview of your team’s pipeline before review meetings.

Why It Helps: It automatically flags at-risk deals and identifies coaching opportunities based on patterns in the data. This allows you to have more strategic pipeline review conversations instead of just asking for status updates.

Prompt to Use

"Analyze our current pipeline: [insert deal information]. Identify: 1) Deals at risk (with specific risk factors), 2) Deals likely to close early, 3) Missing pipeline for next quarter, 4) Rep coaching priorities based on deal patterns. Format as agenda items for individual pipeline reviews."

Sample Result

Here’s your Company X pipeline review agenda based on the scenario:

Pipeline Review Agenda – August 2025

1 – Deals at Risk (Specific Risk Factors)

• Retail Global Brand – $1.2M -> Procurement stalled due to ROl proof request; competitor Company Y offering lower CPM. 
• Gaming Publisher – $650K -> Technical integration issues flagged; CTO not yet engaged in conversation.
• CPG Brand- $900K -> Internal budget reallocation toward influencer partnerships; decision delay risk.

2 – Deals Likely to Close Early

• US Mid-Market Retailer – $500K -> Contract redlined but CMO confirmed Q4 launch timeline.

The output will continue generating the rest of the pipeline review agenda.

Prompts for Strategic Planning

Territory Planning

Goal: To create a strategic plan for expanding into a new market or territory.

Why It Helps: It provides a structured framework for market analysis, helping you think through everything from your ideal customer in that region to the resources you’ll need for a successful launch.

Prompt to Use

"Create a territory expansion strategy for [geographic area/market segment]. Include: 1) Market size analysis, 2) Ideal customer profile for this territory, 3) Competition mapping, 4) Resource requirements, 5) 90-day launch plan with specific milestones. Focus on measurable outcomes and resource allocation."

Sample Result

Here’s a concise, execution-ready plan you can scan in minutes.

Territory Expansion Strategy – Southeast Asia (SEA) Mid-Market E-Commerce Advertisers

1) Market Size Analysis (assumptions for planning)

• Territory scope: SG, MY, TH, ID, PH, VN.
• Mid-market definition: GMV US$50-500M and annual paid media USS1-10M.
• TAM (addressable paid social spend): ~US$1.6-2.28 across SEA mid-market e-commerce (planning band; excludes enterprise).
• SAM (Company X’s relevant share): Assume 35-45% of paid social within channel mix: US$560-990M.
• Initial SOM target (12 months): Capture 1.5-2.0% of SAM – USS8-18M new ad spend.
• Country tiering (accounts in scope, 12-month new spend target):
  • Tier 1: ID (US$3-5M). TH (US$2-3M), VN (US$2-3M)
  • Tier 2: PH (US$1-2M), MY (US$1-2M), SG (US$1-2M)

30-day measurable goal: Build a US$25M qualified pipeline (weighted) across –120 target accounts (avg. deal size US$150-250k/quarterly commitment).

2) Ideal Customer Profile (ICP)

• Firmographics: E-commerce brands (D2C and marketplace-heavy) with 5-30 marketing headcount, CAC pressure, 3+ channels active (Company X, Company Y, Company Z).

The output will continue generating the rest of the plan.

Key Account Representative Prompts

Prompts for Account Management & Expansion

Renewal Risk Assessment

Goal: To proactively identify customers who might be at risk of not renewing.

Why It Helps: It helps you spot early warning signs, like low product usage or a lack of engagement, so you can intervene with a plan to save the account before it’s too late.

Prompt to Use

"Evaluate renewal risk for [customer name] based on: [usage data, engagement metrics, recent interactions]. Provide: 1) Risk level (low/medium/high) with reasoning, 2) Early warning signs to monitor, 3) Specific actions to reduce risk, 4) Timeline for intervention activities. Include stakeholder engagement strategy."

Sample Result

Here’s the full renewal risk evaluation for Company X based on your scenario:

Renewal Risk Evaluation – Company X (Mid-Market E-commerce, Southeast Asia)

1) Risk Level

High Risk Reasoning:

• Significant decline in usage (active campaigns down 43% QoQ) and spend (down 22%).
• ROAS drop from 3.8 to 3.2 indicates reduced campaign performance.
• Engagement metrics show lower platform logins and slower creative refresh cycles – both early churn signals.
• Competitive intent is visible through requests for Company Y Ads case studies.
• Procurement inquiry into downgrade terms suggests cost-cutting consideration.

2) Early Warning Signs to Monitor

• Further drop in monthly ad spend below US$150K.

The output will continue generating the rest of the assessment.

Expansion Opportunity Identification

Goal: To find upsell opportunities within your existing customer base.

Why It Helps: It analyzes a customer’s usage patterns to suggest the most logical next product or feature for them, giving you a data-backed reason to start an expansion conversation.

Prompt to Use

"Analyze [customer's] current usage of [product] and identify upsell opportunities. Based on [usage patterns/growth metrics], suggest: 1) Most logical next product/feature, 2) Business case for expansion, 3) Key stakeholders to involve, 4) Timing for expansion conversation. Connect recommendations to their stated business goals."

Sample Result

Here’s a crisp analysis you could use for Company Y’s upsell opportunity:

1) Most Logical Next Product/Feature 

• Company X’s Product to expand qualified reach beyond existing segments.
• Video ads (Short videos, Product 2) to drive stronger engagement and storytelling for Company Y’s fashion and lifestyle products.

2) Business Case for Expansion

• Product can scale incremental conversions by automating targeting across demographics and interests, aligning with Company Y’s growth in app installs (+25% QoQ).
• Video-first formats boost ad recall and conversion rates in fashion retail, which could lift their already strong ROAS (3.4) closer to or above the industry benchmark of 3.5-3.8.

The output will continue generating the rest of the analysis.

Customer Health Check Creation

Goal: To create a structured agenda for a Quarterly Business Review (QBR).

Why It Helps: It ensures your QBRs are valuable, collaborative sessions, not just vendor check-ins. It focuses the conversation on the business value your customer has achieved and what you can help them with next.

Prompt to Use

"Create a quarterly business review structure for [customer name] in [industry]. Include: 1) Usage and adoption metrics review, 2) Business value achieved (with specific examples), 3) Upcoming initiatives we can support, 4) Success plan for next quarter. Structure as collaborative session, not vendor presentation."

Sample Result

Here’s a Quarterly Business Review (QBR) structure tailored for Company Y:

Quarterly Business Review – Company Y (Mid-Market E-Commerce)

Structure: Collaborative session (60 minutes)

1. Usage & Adoption Metrics Review (10 minutes)

Campaign Activity:

• Company X ad spend Q2: USS1.8M (+12% QoQ)
• Product adoption: 68% of campaigns (vs. 55%, last quarter)

Engagement & Creative:

• Creative testing: 4 variants/month (up from 2/month in Q1)
• Video creative still under-utilized (15% of assets vs. 40% industry benchmark)

The output will continue generating the rest of the review structure.

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Cross-Functional Prompts for All Sales Roles

Prompts for Follow-Up & Communication

Personalized Follow-Up Email

Goal: To create a multi-step email sequence for prospects who have gone silent.

Why It Helps: It gives you a simple, effective plan to re-engage prospects by offering different types of value in each email, increasing your chances of getting a response.

Prompt to Use

"Write a follow-up email sequence (3 emails) for prospects who attended our demo but haven't responded. Email 1: Demo recap with one key insight, Email 2: Relevant case study from similar company, Email 3: Final follow-up with specific next step proposal. Space emails 3 days apart. Include clear call-to-action in each email and different value propositions."

Sample Result

Here’s a polished 3-email follow-up sequence for Company Y:

Email 1 – Demo Recap & Key Insight

Subject: Unlocking lower CAC with Product

Hi [First Name],

Thanks again for joining our Product demo last week. One of the biggest takeaways was how brands are using Product to reduce customer acquisition costs by an average of 18% while scaling campaigns with less manual effort.

I’d love to hear your thoughts on how this could fit with Company Y’s Q4 acquisition strategy. Would you be open to a quick call next week to explore where this could make the most impact?

[Book a time here]

Best,
[Your Name)

The output continues generating the rest of the emails.

Feedback Collection

Goal: To get honest feedback from a prospect who chose not to buy.

Why It Helps: It gives you a professional, non-defensive way to learn from your losses. This feedback is incredibly valuable for improving your sales process and product.

Prompt to Use

"Create a feedback request email for prospects from [Company name & details] who attended [event details and what it is for] but didn't move forward. Objective: Learn why they chose not to proceed. Tone: Professional but curious, not defensive. Include: 1) Appreciation for their time, 2) Specific feedback questions about our solution/process, 3) Offer to share insights about their industry. Keep under 100 words and make responding easy."

Sample Result

Here’s a concise, professional feedback request email under 100 words:

Subject: Quick Feedback on Product Demo

H [First Name],

Thank you for taking the time to attend our Product demo. I’d love to understand your perspective: Was there anything in the campaign setup, targeting, or reporting that didn’t meet your needs?

If you’re open, I’d also be happy to share insights on e-commerce advertising trends in Southeast Asia that could be helpful for Company Y’s growth planning.

A quick reply is all it takes – I really appreciate your input!

Best regards,
[Your Name]

Prompts for Competitor Research & Preparation

Competitive Positioning

Goal: To create a quick reference guide on how to sell against a specific competitor.

Why It Helps: It arms you with practical talking points and discovery questions so you can confidently highlight your unique strengths and handle tough questions about the competition.

Prompt to Use

"Research [competitor name] and create a competitive positioning guide including: 1) Their main value propositions, 2) Typical customer objections about us vs. them, 3) Our differentiation points, 4) Discovery questions to uncover fit for our solution. Focus on practical conversation tools, not just feature comparisons."

Sample Result

Here’s a competitive positioning guide for Company X Product vs. Company Y Ads:

1) Company Y Ads – Main Value Propositions

• Short-form, highly engaging video content -> drives viral reach and brand awareness.
• Younger audience dominance -> strong appeal for Gen Z and Millennials.
• Content discovery algorithm A surface ads to highly engaged, relevant users quickly.
• Creative-first platform -> encourages native, entertaining ad formats that blend with organic content.

2) Typical Customer Objections (Company X vs. Company Y)

• “Company Y gets more organic virality, so we don’t need Company X for reach.”
• “Our target audience is younger – Company X’s audience isn’t as engaged as Company Y”
• “Company Y is more innovative with creative ad formats than Company X.”
• “We get better CTR/engagement on Company Y campaigns for the same spend:”

The output will continue generating the rest of the guide.

Industry Trend Analysis

Goal: To understand the major trends affecting your prospect’s industry.

Why It Helps: It allows you to have more intelligent and relevant conversations. You can position yourself as a knowledgeable advisor, not just a salesperson.

Prompt to Use

"Analyze current trends affecting [specific industry] and create conversation starters for sales calls. Include: 1) Top 3 industry challenges, 2) How these trends impact [specific role] daily, 3) Questions to ask about their current approach, 4) How our solution addresses these trends. Format as quick-reference talking points."

Sample Result

Here’s a concise, quick-reference talking points guide for sales calls with digital marketing leaders in e-commerce retail.

1) Top 3 Industry Challenges

1. Rising Customer Acquisition Costs (CAC) – Increasing competition is driving up advertising costs.
2. Fragmented Paid Channel Landscape – More platforms and ad formats make scaling campaigns complex.
3. Growing Demand for Personalized Customer Experiences – Consumers expect tailored ads, offers, and creative messaging.

2) Impact on a Head of Digital Marketing Daily

• Constant pressure to optimize ROAS while managing budgets.
• Balancing campaigns across multiple channels without losing efficiency.
• Limited resources for creative production versus the need for frequent testing and personalization.

The output will continue generating the rest of the guide.

Prompts for Call Scripts

Call Script Generation

Goal: To create a flexible script for a specific type of sales call.

Why It Helps: It provides a solid structure and key talking points so you don’t have to improvise everything. It’s a great way to ensure you hit all the important points in a conversation.

Prompt to Use

"Generate call scripts for [specific situation: cold calling/follow-up/objection handling]. Include: 1) Opening hook (15 seconds), 2) Value proposition delivery, 3) Three discovery questions to uncover needs, 4) Common objection responses, 5) Two different closing techniques. Adapt tone for [industry/buyer persona] and include natural transition phrases between each section."

Sample Result

Here’s a cold call script tailored for e-commerce retail digital marketing leaders about Company X’s Product:

1) Opening Hook (15 seconds)

“Hi [First Name], this is [Your Name] from Company X. I wanted to quickly share how mid-market e-commerce brands like yours are using Product to reduce customer acquisition costs while scaling campaigns efficiently. Do you have 2 minutes to see if this might be relevant for your team?”

2) Value Proposition Delivery

• Automated Campaign Optimization: Reduces manual effort, improves ROAS.
• Advanced Audience Targeting: Reaches high-intent shoppers automatically
• Creative Testing at Scale: Helps identify top-performing ads quickly.
• End-to-End Measurement: Gives clear insights from awareness to purchase.

“Basically, it helps your team drive more revenue without adding extra workload, and it is particularly useful during high-demand seasons.”

The output will continue generating the rest of the script.

Voicemail Script Creation

Goal: To create a concise and compelling voicemail script.

Why It Helps: It helps you leave a message that is short, professional, and actually makes someone want to call you back. It avoids rambling and gets straight to the point.

Prompt to Use

"Create voicemail call scripts for [prospect type] at [company size/industry]. Structure as: 1) Professional introduction, 2) Specific reason for calling (reference recent news/trigger event), 3) Brief value statement, 4) Clear next step request. Keep under 30 seconds and include two script variations - one for first-time outreach and one for follow-up calls."

Sample Result

Here’s a set of concise voicemail scripts for Heads of Digital Marketing at mid-market e-commerce retailers:

Script 1 – First-Time Outreach

“Hi [First Name], this is [Your Name] from Company X. I wanted to reach out because I saw your team is gearing up for your Q4 seasonal campaigns. We’ve helped similar e-commerce brands increase ROAS and reduce customer acquisition costs using our product’s automation. I’d love to schedule a 15-minute call to see if we can help streamline your campaign planning this quarter. You can reach me at [phone/email], looking forward to connecting with you!”

The output will continue generating different types of scripts.

Objection Response Scripts

Goal: To develop effective responses for a common objection.

Why It Helps: It gives you a few different ways to handle the same objection, so you can choose the approach that best fits the conversation. This makes your responses feel more natural and less rehearsed.

Prompt to Use

"Develop call scripts to handle this objection: '[specific objection like 'we're happy with current vendor' or 'send me information']'. Create three response approaches: 1) Acknowledge and pivot script, 2) Question-based response to uncover underlying concerns, 3) Story-driven response with customer example. Include natural conversation flow and follow-up questions for each approach."

Sample Result

Here’s a set of call scripts to handle the objection: “We’re happy with our current ad platform”, tailored for mid-market e-commerce digital marketing leaders considering Company X Product.

1) Acknowledge and Pivot Script

Rep: “I completely understand – It sounds like your current platform is working well. Many teams we speak with feel the same way initially, but they’ve found that our product can complement existing tools to improve ROAS and reduce manual campaign management.”

Follow-Up Question: “Would it be worth a quick 15-minute call to see if there’s an opportunity to optimize your campaigns without disrupting what’s already working?”

The output will continue generating different types of scripts.

Advanced AI Integration With Your Sales Tech Stack

Sales teams are moving beyond standalone AI use to create powerful workflows that connect AI with their existing tools. These integrations can turn one-time AI outputs into automated processes that save hours of manual work. Here’s a list of some integrations you can consider.

CRM Integration Workflows

• HubSpot + AI: Sales reps use AI to analyze deal notes, then automatically update deal stages and next steps in HubSpot. Some teams prompt AI to review recent customer interactions and suggest follow-up actions that get added directly to their task lists.
• Salesforce + AI: Advanced teams use AI to analyze opportunity data and automatically populate custom fields with risk assessments, competitive intel, or next best actions. AI-generated account summaries can be pushed directly into Salesforce records.

Automated Email Personalization at Scale

While the prompt examples above are excellent for manual use, advanced integration involves automating these tasks. A prime example of this is using a platform like Clay to automate personalized email outreach at scale. It moves beyond a single prompt to create an entire workflow.

Here’s how it works:

1. It combines data sources: You start with a list of companies or contacts. Clay can then act as a hub that automatically pulls the latest, most relevant information about your prospects from all over the web and organizes it for you. This enriched data is then fed to the AI to write a much more specific and relevant personalized email.
2. It uses AI-Powered “Recipes”: Clay uses pre-built workflows called recipes. You can choose a recipe like “Use GPT to craft a one-liner based on what the company does.”
3. It automates research & writing: The tool automatically visits each lead’s website, scrapes the relevant information, feeds it into a custom ChatGPT prompt, and generates a unique, personalized first line for each person on your list.

This is a real-world example of an end-to-end workflow that is significantly faster and more cost-effective than manual methods in the long run. It allows a sales team to run highly personalized campaigns at a scale that was previously impossible.

Social Selling Integration

• LinkedIn + AI: Sales reps use AI to craft personalized connection requests and comments, then schedule them through LinkedIn automation tools. AI analyzes prospect posts to suggest relevant conversation starters that get automatically queued for posting.
• Social Monitoring: AI monitors social media mentions and company updates, automatically creating research briefs that feed into CRM contact records.

End-to-End Automation Examples

• Lead Qualification Pipeline: New leads trigger AI analysis of company data, generate personalized research briefs, create customized email sequences, and update CRM records – all without manual intervention.
• Proposal Generation Workflow: Deal stage changes trigger AI to create proposal outlines, populate them with relevant case studies, format them in brand templates, and notify the sales rep for final review.
• Follow-Up Automation: AI monitors email responses, categorizes intent (interested, not ready, objection), and automatically triggers appropriate follow-up sequences while updating CRM opportunity stages.

However, full end-to-end automation as described above is still emerging. Most companies use 2-3 tools connected via automation platforms like Zapier or Make to achieve these workflows, so more research needs to be done on implementation as these features become more fully ledged out in the future.

Final Word: Sales Teams Can’t Afford to Ignore AI Tools like ChatGPT, Claude, or Gemini

These tools offers numerous benefits for sales teams, including automation of repetitive tasks, personalized interactions, improved customer experience, increased efficiency, access to real-time data, insights into customer behavior, better team collaboration, and cost savings.

Implementing this technology can help sales teams to be more productive and efficient, resulting in increased revenue and customer satisfaction.