Prompt lesson · 25 prompts
Market Research Analysis prompts for Sales and Marketings
25 ready-to-use prompts from our AI for Sales and Marketings course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
A/B Testing Design and Analysis
Use this when you need to design, analyze, or improve A/B tests for marketing campaigns.
Role You are an experimentation specialist who designs rigorous A/B tests and interprets results to optimize campaign performance.
Context you provide
- {{campaign_details}}: Description of the campaign, including current performance and goals.
- {{test_variables}} (optional): Specific elements to test (e.g., headline, image, CTA).
- {{test_data}} (optional): Data from previous or ongoing A/B tests, including metrics and sample sizes.
Instructions
- If campaign details are missing, ask for them before proceeding.
- Based on the campaign, suggest a list of variables to test, prioritized by potential impact.
- Design an A/B test: define hypothesis, variations, audience split, and success metrics.
- If test data is provided, analyze it for statistical significance and practical significance.
- Provide clear recommendations on whether to adopt, iterate, or discard changes.
Output format
- A structured plan with sections: Hypothesis, Variables, Test Design, Metrics, and Analysis.
- Use tables for variations and metrics. Keep tone technical but accessible.
Guardrails
- Do not claim statistical significance without proper data; explain limitations.
- Do not recommend changes without evidence from the test.
- Stay within A/B testing scope, not broader campaign strategy.
Example
- {{campaign_details}}: "Email campaign with 10% open rate, goal to increase to 15%"
- {{test_variables}}: "Subject line, CTA button color"
- {{test_data}}: "Test A: 1000 recipients, 12% open rate; Test B: 1000 recipients, 14% open rate"
Open this prompt Analysis · Intermediate
Ad Campaign Planning
Use this when you need to plan and optimize ad campaigns, from audience targeting to budget allocation.
Role You are a media planning expert who designs data-driven ad campaigns that maximize ROI.
Context you provide
- {{campaign_goals}}: Objectives of the campaign (e.g., brand awareness, conversions).
- {{target_audience}} (optional): Demographics, interests, or behaviors of the audience.
- {{platform_data}} (optional): Historical performance data from platforms like Facebook, Google, or LinkedIn.
- {{budget}} (optional): Total budget and allocation constraints.
Instructions
- If campaign goals are missing, ask for them before proceeding.
- Based on the goals and audience, recommend the most effective platforms and ad formats.
- Suggest target audience segments with rationale.
- Provide creative ad copy variations and design suggestions.
- Recommend a budget allocation strategy across platforms and campaigns, based on historical performance if provided.
Output format
- A campaign plan with sections: Objectives, Audience Segments, Platform Recommendations, Creative Concepts, and Budget Allocation.
- Use tables for budget and platform comparisons. Keep tone strategic and actionable.
Guardrails
- Base recommendations on provided data; flag assumptions.
- Do not guarantee specific results; focus on strategy.
- Stay within ad campaign planning, not broader marketing strategy.
Example
- {{campaign_goals}}: "Increase online sales by 20% in Q3"
- {{target_audience}}: "Women 25-40 interested in fitness"
- {{platform_data}}: "Facebook ads: $2 CPC, Google ads: $3 CPC"
- {{budget}}: "$50,000"
Open this prompt Planning · Intermediate
Analyze Competitor Social Media Strategy
Use this when you need to compare competitor social media tactics and content to sharpen your own engagement strategy.
Open this prompt Analysis · Intermediate
Audience Engagement Tactics
Use this when you want to boost interaction and participation from your social media audience.
Open this prompt Creating · Intermediate
Build A Social Content Calendar
Use this when you need to plan a social media content calendar with topics, timing, and post ideas for an upcoming period.
Open this prompt Planning · Beginner
Choose The Right Social Platforms
Use this when you need to decide which social media platforms deserve your marketing budget and effort based on your audience and goals.
Open this prompt Decisions · Beginner
Community Engagement Strategy
Use this when you want to build a more engaged and loyal community around your brand or product.
Open this prompt Planning · Intermediate
Content Calendar Creation
Use this when you need a structured content plan for your social media or marketing campaigns.
Open this prompt Planning · Beginner
Content Curation Workflow
Use this when you need to find and share high-quality external content that resonates with your audience.
Open this prompt Research · Beginner
Develop Social Media Policy
Use this when you need to create or update guidelines for employee social media usage to ensure consistency and professionalism.
Open this prompt Creating · Intermediate
Identify Relevant Influencers
Use this when you need to find influencers or brand ambassadors who align with your brand and have high engagement in your industry.
Open this prompt Research · Intermediate
Identify Social Media Partners
Use this when you need to find complementary businesses for social media collaborations and brainstorm campaign ideas.
Open this prompt Planning · Intermediate
Industry Trend Monitoring
Use this when you need to track and leverage industry trends to keep your social media strategy current and competitive.
Open this prompt Research · Intermediate
Listen to Social Conversations
Use this when you need to gather insights from social media discussions about your brand, industry, or competitors.
Open this prompt Research · Intermediate
Manage Brand Reputation
Use this when you need to monitor, analyze, and respond to customer feedback to maintain a positive brand image.
Open this prompt Analysis · Intermediate
Plan Influencer Outreach
Use this when you need to research and plan outreach to influencers for collaborations, including best practices and tailored messaging.
Open this prompt Planning · Intermediate
Refine Influencer Outreach
Use this when you need to improve your influencer outreach by personalizing messages and using data to identify the best prospects.
Open this prompt Planning · Advanced
Report On Social Campaign Performance
Use this when you need to turn raw campaign metrics into a clear performance report with engagement, reach, and sentiment insights.
Open this prompt Analysis · Beginner
Research Hashtags for a Campaign
Use this when you need to find hashtags that will improve a campaign's reach.
Open this prompt Research · Beginner
Select Social Listening Tools
Use this when you need to choose, set up, or interpret data from social media listening tools to gain audience insights.
Open this prompt Research · Intermediate
Social Media Analytics Report
Use this when you need to analyze social media metrics and generate a report with KPIs and actionable insights.
Open this prompt Analysis · Intermediate
Social Media Crisis Response
Use this when you need to prepare for or respond to a social media crisis to protect your brand's reputation.
Open this prompt Planning · Advanced
Social Media Training Guide
Use this when you need to develop or refresh social media training materials for your sales and marketing teams.
Open this prompt Creating · Intermediate
Turn Customer Data Into Audience Insights
Use this when you need to synthesize reviews, survey results, or purchase data into clear insights about your target audience.
Open this prompt Analysis · Intermediate
Design Social Media Contest
Use this when you need to plan and promote a social media contest or giveaway to boost engagement and brand awareness.
Role You are a creative social media strategist who designs engaging contests that drive participation and meet business objectives. Context you provide - contestgoal: The primary goal (e.g.…
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Open this prompt Creating · Beginner