100 Best Claude Customer Survey Prompts for Marketing Agencies

Direct Answer

The best Claude prompts for customer survey for marketing agencies are a practical, ready-to-use collection that guides Claude to design questionnaires, select samples, deploy surveys, analyze results, and generate client-ready reports. Each prompt includes role, task, context, output format, and constraints for reliable insights.

Introduction

This page provides a practical prompt library for creating and managing customer surveys in marketing agencies. It is designed for agency professionals who need reliable, repeatable prompts to gather customer feedback.

Whether you are a market researcher, customer success manager, or campaign planner, these Claude prompts help you design, deploy, analyze, and report on surveys that drive decision-making.

How to Use These Claude Prompts

• Replace placeholders such as [industry], [product], and [format] with your context.
• Add constraints and success criteria to tailor prompts to your project needs.
• Request specific output formats like bullet lists, tables, or structured JSON to match downstream workflows.
• Encourage Claude to enumerate assumptions and provide a clean, auditable output.
• Verify outputs by sample auditing a small subset before full rollout.
• Use the prompts iteratively, refining based on initial findings.

100 Best Claude Customer Survey Prompts for Marketing Agencies

1. Survey Goals Clarifier: As an experience research lead, define the purpose of the customer survey for a marketing campaign with [industry] clients. List 3 to 5 measurable objectives, identify target stakeholders, and specify success metrics. Output format: numbered checklist and a one paragraph rationale.
2. Audience Segmentation Plan: Act as a data strategist. For a [industry] marketing agency, design a respondent segmentation plan for a customer survey. Include 4 to 6 segments based on behavior, tenure, and channel, with sampling weights and justification. Output format: bullet list and table-ready data.
3. Question Bank Core: Take the role of a survey designer. Create a core question bank of 20 questions for a client feedback survey targeting customers of [product]. Include 5 demographic questions, 8 product/experience questions, and 7 open-ended prompts. Output format: numbered list with suggested response scales.
4. Question Wording Patterns: As a copywriter for surveys, generate 12 wording patterns to minimize bias for a [industry] audience. Include positive and negative framing, scale anchors, and neutral language. Output format: paired examples and notes on bias risk.
5. Validation & Pilot Plan: You are a quality assurance lead. Create a pilot plan for a customer survey at a [industry] agency. Include pilot size, timeline, cognitive testing steps, and a go/no-go criteria. Output format: checklist and a 2 paragraph rationale.
6. Response Scale Guidance: Act as a psychometrics consultant. Propose 4 to 6 response scales suitable for a B2B marketing survey (e.g., Likert, semantic diff). Include guidance on when to use each scale, potential pitfalls, and reverse coding tips. Output format: table-ready guidance.
7. Sampling Strategy: As a research lead, design a sampling strategy for a customer survey targeting CRM users in [industry]. Specify sample size goals, margin of error, confidence level, and replacement rules. Output format: bullet list and calculator-ready numbers.
8. Distribution Cadence: Create a distribution cadence plan for a quarterly marketing survey program. Include sending windows, reminder cadence, and channel mix (email, SMS, maybe DM). Output format: calendar-style outline and a rationale paragraph.
9. Anonymity & Privacy: Act as a privacy consultant. Outline how to collect and store survey data for a marketing agency while preserving respondent anonymity, including consent language, data retention, and access controls. Output format: policy-friendly summary.
10. Incentive Strategy: As a program manager, propose ethical incentives for a customer survey of [industry] clients. Include incentive types, eligibility rules, and potential impact on responses. Output format: bullet list and risk notes.
11. Branching Logic Map: You are a survey architect. Design a branching logic map for a customer satisfaction survey with 3 decision points based on responses. Include recommended question paths and termination rules. Output format: flow diagram text and a list of edge cases.
12. Open-Ended Probe List: Act as an interviewer. Generate 15 targeted probes to elicit actionable feedback from customers about product experience in [industry]. Include prompts for follow-up and probing depth. Output format: numbered prompts and suggested follow-ups.
13. Competitive Benchmarking: As a market researcher, craft 8 questions to benchmark a client's product against competitors in [industry]. Include a mix of feature, value, and satisfaction questions. Output format: question list with intent labels.
14. NPS Focused Set: You are an NPS program lead. Create a 10-question survey focusing on promoters and detractors, including follow-up questions to capture root causes. Output format: question list and scoring guidance.
15. CSAT Mini Survey: Act as a client experience analyst. Build a 5-question CSAT-style survey tailored for post-support interactions in [industry]. Include a Likert scale and a final improvement request. Output format: question list and response mapping.
16. Product-Specific Feedback: As a product researcher, design a 7-question survey focused on feature usefulness, usability, and value for a specific product in [industry]. Include attribution checks and time-to-complete target. Output format: list with scale anchors.
17. Onboarding Feedback: Take the role of a customer success specialist. Create a survey module to measure onboarding satisfaction for new customers in [industry], with 6 questions and a quick-win recommendation section. Output format: question list and recommended actions.
18. Support Experience Survey: Act as a support analytics lead. Build a 6-question survey about post-support experience, including problem resolution satisfaction and agent courtesy. Output format: question list and an escalation flag.
19. Content Preferences: As a content strategist, design a survey to learn what content formats and channels customers in [industry] prefer for learning about marketing products. Include 4 ranking questions and 3 follow-up prompts. Output format: list with rationale.
20. Voice of Customer: You are a VOC analyst. Create a 12-question survey to capture customer pain points, needs, and desired outcomes for marketing campaigns in [industry]. Output format: question list with intent and expected impact.
21. Brand Perception: Act as a brand researcher. Develop a 8-question survey to gauge brand perception, trust, and differentiators for a marketing agency's clients in [industry]. Output format: matrix-style questions and interpretation notes.
22. Channel Effectiveness: As a channel analytics lead, build 6 questions to measure effectiveness of marketing channels used by clients in [industry]. Include channel-specific success metrics. Output format: question list and data mapping.
23. Pricing Perception: Take the role of pricing analyst. Create 7 questions to understand perceived value and willingness-to-pay for marketing services in [industry]. Output format: list with scoring guidance.
24. Customer Effort: Act as a CX consultant. Design a 5-question survey measuring customer effort across onboarding, adoption, and renewal stages for a [industry] agency. Output format: questions and suggested improvement areas.
25. Donor/Client Feedback: For a nonprofit marketing partner, craft a 6-question survey to gather donor or client feedback on campaigns, with a focus on impact and communication. Output format: question list and reporting template.
26. Satisfaction Trend: As a data analyst, design a longitudinal survey plan to track satisfaction over time in [industry] with quarterly prompts and a retention attribution approach. Output format: plan and data schema.
27. Product Usage Diary: Act as a product researcher. Create a 10-day usage diary prompt set for customers using a marketing tool, with daily micro-surveys and a weekly synthesis. Output format: daily questions and weekly report outline.
28. Attribution Survey: You are an attribution analyst. Build a survey to attribute marketing outcomes to touchpoints for clients in [industry], including control questions and attribution modeling notes. Output format: questions and data extraction plan.
29. Quality of Life: As a UX researcher, craft a 8-question survey to measure impact of marketing tools on daily workflows in [industry]. Include a task-completion rating and time-saved estimate. Output format: questions and interpretation.
30. Product Pain Points: Take the role of customer advocate. Generate 9 questions to surface top product pain points and barriers to value for customers in [industry]. Output format: list with severity tags.
31. Lapsed Customer: Act as a churn researcher. Design a re-engagement survey for lapsed customers in [industry], with 6 questions and a re-offer dialog. Output format: question list and offer options.
32. Feature Request Pulse: As a product liaison, create 8 questions to collect feature requests and prioritization signals from current clients in [industry]. Output format: ranked list and rationale.
33. Campaign Feedback: You are a campaign analyst. Build a survey to measure reaction to a specific campaign in [industry], including awareness, recall, and intent questions. Output format: question set and reporting template.
34. Citizen Panel: Act as a community panel manager. Design a quarterly survey for a community of clients in [industry], including engagement, loyalty, and advocacy metrics. Output format: question list and panel logistics notes.
35. Influencer Feedback: As an influencer marketing strategist, craft a survey to evaluate client and influencer experience with campaigns in [industry]. Include collaboration satisfaction and ROI hints. Output format: questions and scoring tips.
36. Post-Purchase Review: Take the role of a merchant insights lead. Create a 6-question post-purchase survey for marketing services, focusing on decision drivers and satisfaction. Output format: questions and interpretation guide.
37. Event Feedback: Act as an event analyst. Build a survey to collect attendee feedback for marketing events in [industry], including session rating and networking value. Output format: question list and event improvement plan.
38. Website Experience: As a digital analytics specialist, design a 7-question survey about website experience and marketing tool trials for visitors in [industry]. Include navigation ease and content usefulness. Output format: questions and data points.
39. Trial Conversion: You are a growth researcher. Create a survey to understand why trial users convert or churn in [industry], with 5 conversion determinants and 3 improvement prompts. Output format: list and scoring.
40. Client Onboarding NPS: Act as a client success strategist. Build a 8-question onboarding NPS survey to measure early satisfaction and likelihood to recommend. Output format: questions and interpretation notes.
41. Renewal Readiness: As a account management analyst, craft 6 renewal readiness questions for existing clients in [industry], including risk flags and escalation triggers. Output format: list and action plan.
42. Localization Feedback: Take the role of regional insights lead. Design a survey to capture localization needs and satisfaction for marketing services across regions in [industry]. Output format: questions and regional mapping.
43. Channel Preference: Act as a media planner. Create 5 questions to determine preferred channels for receiving marketing insights from an agency in [industry]. Output format: list and channel prioritization.
44. Sustainability Lens: As a corporate responsibility analyst, craft a survey to understand client perceptions of sustainable practices in marketing campaigns for [industry]. Output format: questions and scoring rubric.
45. Accessibility Feedback: You are a UX accessibility researcher. Develop 6 questions to assess accessibility of marketing tools used by clients in [industry]. Include friction points and improvement suggestions. Output format: list and priority notes.
46. Data Security Comfort: Act as a security-minded analyst. Design 5 questions to gauge client trust in data handling by the agency for marketing projects in [industry]. Output format: questions and risk flags.
47. Process Satisfaction: As a operations analyst, craft 7 questions to measure satisfaction with agency processes and project management in [industry]. Output format: list and recommended process tweaks.
48. Creative Quality: Take the role of a creative director. Build 6 questions to evaluate perceived creative quality and originality in campaigns for clients in [industry]. Output format: scale-based questions.
49. Timeliness Feedback: Act as a delivery lead. Create 5 questions about on-time delivery and responsiveness in marketing projects for [industry]. Output format: list and remediation steps.
50. Budget Clarity: As a finance liaison, design 6 questions to assess clarity of pricing, scope, and budgeting discussions with clients in [industry]. Output format: questions and negotiation notes.
51. Supporting Resources: You are a client enablement lead. Create 7 questions to assess usefulness of agency-provided playbooks, templates, and dashboards for [industry]. Output format: list and enhancement ideas.
52. Risk Perception: Act as a risk analyst. Build 5 questions to surface perceived risks in marketing collaborations with clients in [industry]. Output format: questions and mitigation notes.
53. Training Feedback: As a learning and development lead, craft 6 questions to evaluate training sessions offered by the agency to clients in [industry]. Output format: list and improvement actions.
54. Cultural Fit: Take the role of partner relations manager. Create 5 questions to assess cultural alignment between agency and client teams in [industry]. Output format: questions and scoring guidance.
55. Innovation Interest: Act as a strategic planner. Design 6 questions to gauge appetite for innovative marketing approaches among clients in [industry]. Output format: list and prioritization tips.
56. Campaign Compliance: As a compliance advisor, craft 5 questions to ensure campaigns meet regulatory and ethical standards for clients in [industry]. Output format: questions and checklist.
57. Feedback Loop Speed: You are an program manager. Build 4 questions to measure the speed and usefulness of feedback loops between clients and the agency in [industry]. Output format: list and improvements.
58. Localization Depth: Act as an localization specialist. Create 7 questions to determine depth of localization needed for campaigns in various regions for [industry]. Output format: questions and mapping.
59. Crisis Response: As a PR survey designer, craft 6 questions to assess client satisfaction with crisis communication support provided by the agency in [industry]. Output format: questions and response plan.
60. SLA Clarity: Take the role of service delivery manager. Create 5 questions to evaluate clarity and adherence to service level agreements with clients in [industry]. Output format: list and suggestion notes.
61. Ethics in Marketing: Act as an ethics auditor. Design 6 questions to probe client views on ethical considerations in campaigns for [industry]. Output format: questions and actionable recommendations.
62. Accessibility Readiness: As an product accessibility evaluator, craft 5 questions about accessibility readiness of marketing tools for clients in [industry]. Output format: list and remediation steps.
63. Satisfaction by Channel: You are a multichannel marketer. Build 7 questions to measure satisfaction per channel (email, social, paid media) for clients in [industry]. Output format: matrix questions and insights.
64. User Education: Act as a trainer. Create 6 questions to evaluate the usefulness of training materials and onboarding docs for marketing software in [industry]. Output format: list and improvement ideas.
65. Client Loyalty Signals: As a customer loyalty analyst, design 5 questions to identify early loyalty indicators among clients in [industry]. Output format: questions and action triggers.
66. Campaign Speed: Take the role of a project lead. Build 6 questions to measure perceived speed from concept to delivery for campaigns in [industry]. Output format: questions and optimization tips.
67. Creative Iteration: Act as a design researcher. Craft 7 questions to evaluate the iteration cycle of creative concepts in campaigns for clients in [industry]. Output format: list and recommendations.
68. ROI Perception: As a financial analytics lead, design 5 questions to capture perceived ROI of marketing services in [industry]. Output format: questions and calculation hints.
69. SaaS Adoption: You are a software adoption analyst. Create 6 questions about adoption barriers and accelerators for marketing tools in [industry]. Output format: list and scoring.
70. Data Quality: Act as a data governance specialist. Craft 6 questions to assess data quality concerns when using agency-provided analytics for clients in [industry]. Output format: list and remediation plan.
71. Vendor Experience: Take the role of vendor experience designer. Build 5 questions to evaluate collaboration with external vendors involved in campaigns for [industry]. Output format: questions and notes.
72. Campaign Memory: As a memory researcher, design 5 questions to understand how well clients remember campaign messages from the agency in [industry]. Output format: questions and interpretation.
73. Sustainability Feedback 2: Act as a sustainability storyteller. Create 6 questions to capture client reactions to green marketing initiatives in [industry]. Output format: list and impact notes.
74. Influence of Awards: You are a reputation analyst. Design 4 questions to assess impact of industry awards on client perception of campaigns in [industry]. Output format: questions and scoring hints.
75. Localization Feedback 2: As a regional insights analyst, craft 5 questions to evaluate regional campaign relevance for clients in [industry]. Output format: list and regional guidance.
76. Sound Branding: Act as an audio branding researcher. Create 6 questions to assess recognition and resonance of sonic branding in campaigns for [industry]. Output format: questions and interpretation.
77. Storytelling Quality: Take the role of narrative designer. Build 7 questions to rate the storytelling quality of campaign case studies for clients in [industry]. Output format: list and rubric.
78. C3 Compliance: As a data privacy advocate, craft 5 questions to ensure customer surveys comply with regional privacy laws for [industry]. Output format: questions and compliance notes.
79. Survey Refresh Cadence: Act as a program owner. Design a plan to refresh survey questions annually for clients in [industry], with a rotation of 8 new items and retiring 4 outdated ones. Output format: plan and rationale.
80. Churn Risk Signals: You are a churn analyst. Create 6 questions to surface leading indicators of churn in [industry] clients. Output format: questions and predictive notes.
81. Impact Translation: As a reporting strategist, craft 5 questions to translate survey insights into concrete client actions for marketing teams in [industry]. Output format: questions and example actions.
82. Language & Tone: Act as a content editor. Build 6 questions to ensure survey language matches regional dialects and client tone in [industry]. Output format: list and adaptation tips.
83. Competitive Sentiment: Take the role of competitive intelligence analyst. Create 7 questions to gauge sentiment toward competitors among clients in [industry]. Output format: questions and caveats.
84. Campaign Reactivity: As a campaign optimizer, design 5 questions to measure how quickly clients react to new marketing messages in [industry]. Output format: list and tuning ideas.
85. Data Visualization Needs: You are a dashboards designer. Create 6 questions to determine preferred chart types and dashboards for reporting survey results in [industry]. Output format: questions and sample visuals.
86. On-Dill Feedback: Act as a quarterly reviewer. Build 5 questions to assess satisfaction with quarterly marketing reviews for clients in [industry]. Output format: list and improvement suggestions.
87. Ethical Guardrails: As an ethics advisor, craft 4 questions to ensure surveys avoid manipulation and misrepresentation in marketing contexts for [industry]. Output format: questions and guardrails.
88. Automation Readiness: Take the role of an automation engineer. Design 5 questions to assess readiness for automated survey workflows for clients in [industry]. Output format: list and integration notes.
89. Field Testing: Act as a field test coordinator. Create 6 questions to validate survey length, flow, and cognitive load before full rollout in [industry]. Output format: questions and pilot plan.
90. Brand Voice Alignment: You are a brand strategist. Build 7 questions to ensure survey language aligns with brand voice across campaigns in [industry]. Output format: list and guidelines.
91. Campaign Outcome Mapping: As an outcomes mapper, craft 6 questions to link survey responses to tangible campaign outcomes in [industry]. Output format: questions and mapping template.
92. Client Education Gap: Act as a learning designer. Create 5 questions to identify gaps in client understanding of marketing metrics exposed by surveys in [industry]. Output format: list and training ideas.
93. Trial Feedback: Take the role of a trial feedback collector. Build 6 questions to evaluate the onboarding experience of trial customers for marketing tools in [industry]. Output format: questions and next steps.
94. Customer Success Handoff: As an account handoff specialist, design 5 questions to smooth transitions between sales, success, and support teams in [industry]. Output format: list and process notes.
95. Lifecycle Stage Fit: Act as a lifecycle marketer. Create 7 questions to identify the most relevant survey topics per customer lifecycle stage in [industry]. Output format: matrix questions and stage tips.
96. Campaign Timing: You are a campaign planner. Build 6 questions to understand optimal timing for survey prompts within marketing campaigns in [industry]. Output format: list and timing rationale.
97. Cultural Sensitivity: As a diversity and inclusion analyst, craft 5 questions to ensure surveys reflect diverse customer perspectives in [industry]. Output format: questions and sensitivity notes.
98. Actionable Insight Format: Take the role of a reporting specialist. Design 6 questions to elicit outputs that translate into concrete action items for clients in [industry]. Output format: questions and example actions.
99. Survey QA Checklist: Act as a QA engineer. Create a 10-item checklist to validate survey logic, skip patterns, and skip probabilities before deployment in [industry]. Output format: checklist and notes.
100. Executive Summary Template: You are a reporting lead. Build a 7-question survey to gather data that feeds into a concise executive summary for client leadership in [industry]. Include key metrics, insights, and recommended next steps. Output format: question list and template.

Best Practices

• Use role-based prompts to anchor Claude in a specific task.
• Keep prompts concrete with clear output formats to simplify downstream processing.
• Validate outputs with a human reviewer for bias and accuracy.
• Pair prompts with data schemas to ensure consistency across surveys.
• Treat privacy and consent as non-negotiable requirements in every survey.

Common Mistakes to Avoid

• Asking too open-ended questions without structure.
• Using vague objectives that lead to unclear outputs.
• Ignoring sample bias and non-response bias in prompts.
• Forgetting to specify data handling and privacy constraints.
• Overloading prompts with too many tasks, causing confusion for Claude.

FAQ

What makes a good customer survey prompt for marketing agencies?

A good prompt clearly defines the role, task, audience, and expected output format, and includes constraints to drive actionable insights.

How should I tailor prompts for different industries?

Replace placeholders like [industry] with the target sector and adjust questions to reflect typical customer journeys and success metrics in that sector.

Can these prompts handle both qualitative and quantitative data?

Yes, the core prompts cover closed-ended scales and open-ended prompts, with guidance on when to use each type and how to analyze results.

How do I ensure privacy in survey prompts?

Include explicit consent, data retention rules, access controls, and anonymization guidance within prompts.

What output formats are recommended?

Use formats that align with your workflow, such as bullet lists, tables, charts, or JSON for easy ingestion into dashboards.

How often should I refresh prompts?

Review prompts quarterly to reflect changing campaigns, products, and client expectations.