DeepSeek vs Gemini vs Mistral: Prompt Engineering
Of course. Here is a comprehensive prompt library for consultants, designed to be a living toolkit for various stages of a consulting engagement.
This library is structured around the core workflows of a consultant and is designed to be used with AI language models (like ChatGPT, Claude, etc.) to dramatically improve efficiency, creativity, and quality of output.
How to Use This Library
- Copy and Paste: Select the prompt that fits your need.
- Customize the Placeholders: Replace text in
[brackets]
with your specific context. - Refine the Output: Use the AI's response as a first draft, a brainstorming partner, or a structuring tool. You are the expert; the AI is your assistant.
1. Discovery & Client Onboarding
Goal: Understand the client's world, define the problem, and set the engagement up for success.
- Stakeholder Interview Questions
- Project Scope Clarification
- Initial Hypothesis Generation
2. Research & Analysis
Goal: Gather data, analyze it effectively, and uncover key insights.
- Competitive Landscape Analysis
- Market Sizing (Top-Down & Bottom-Up)
- SWOT Analysis
- Financial Data Interpretation
3. Strategy & Problem-Solving
Goal: Develop robust strategies, frameworks, and solutions.
- Issue Tree / MECE Breakdown
- Business Model Canvas
- Strategic Options Generation
- Decision-Matrix / Prioritization Framework
4. Communication & Storytelling
Goal: Communicate complex ideas simply and persuasively.
- Executive Summary Draft
- Slide Deck Outline (The Pyramid Principle)
- Email to Client (Sensitive Topic)
- Simplifying a Complex Concept
5. Operational Excellence & Project Management
Goal: Manage the engagement and internal team effectively.
- Project Plan / Workstream Structure
- Meeting Agenda
- Risk Mitigation Plan
- Stakeholder Communication Plan
6. Personal & Firm Development
Goal: Enhance your own skills and contribute to your firm's knowledge.
- Proposal Template Creation
- Developing a Thought Leadership Angle
- Training Module Outline
- Performance Self-Review
Pro-Tips for Power Users
- Chain Prompts: Use the output of one prompt as the input for another (e.g., use the "Initial Hypothesis" output to feed the "Issue Tree" prompt).
- Assign a Persona: Start prompts with "Act as a [BCG Partner / Change Management Expert / Data Scientist]" to steer the tone and depth of the
Prompt Library for Consultants
This is a library of prompts categorized by consulting task. Use these prompts as a starting point and customize them to your specific needs, client, and context.
I. Discovery & Assessment:
- Problem Definition:
- "Help me define the core problem my client, [Client Name], is facing. They believe it's [Client's Perceived Problem], but I suspect it's deeper than that. Considering factors like [Factor 1], [Factor 2], and [Factor 3], what is the underlying issue?"
- "Using the information I've gathered from [Source 1] and [Source 2] about [Client Name], identify the key challenges hindering their growth/profitability/efficiency."
- "Given the symptoms [Symptom 1], [Symptom 2], and [Symptom 3], what are the potential root causes of the problem at [Client Name]?"
- Stakeholder Analysis:
- "Identify the key stakeholders at [Client Name] who are affected by [Problem Area]. For each stakeholder, list their potential interests, influence, and level of resistance/support for change."
- "Develop a stakeholder map for [Client Name] related to [Project Name]. Include categories such as: Champions, Supporters, Neutrals, Resistors, and Blockers. Explain your reasoning for each placement."
- "Based on this document [Paste Document Content/Link], who are the key stakeholders and what are their likely priorities and concerns related to [Issue]?"
- Competitive Analysis:
- "Analyze the competitive landscape for [Client Name] in the [Industry] market. Focus on [Competitor 1], [Competitor 2], and [Competitor 3]. What are their strengths, weaknesses, opportunities, and threats (SWOT) compared to [Client Name]?"
- "Benchmark [Client Name]'s performance in [Specific Metric] against industry best practices and competitors. What are the key takeaways and recommendations?"
- "What are the key trends and disruptive forces shaping the [Industry] market, and how will they impact [Client Name]'s competitive position?"
- Data Analysis & Interpretation:
- "Interpret the following data [Paste Data/Link to Data]. What are the key insights and trends?"
- "Given this dataset related to [Data Subject], identify any correlations between [Variable 1] and [Variable 2]. Are these correlations statistically significant?"
- "Based on this analysis of [Client Name]'s customer data, segment their customer base into meaningful groups based on [Criteria]."
- Process Mapping:
- "Describe the current state process for [Client Name] in [Process Area]. Identify any bottlenecks, inefficiencies, or areas for improvement."
- "Based on this description of the current process [Paste Process Description], create a visual flowchart highlighting the key steps, decision points, and handoffs."
- "Compare the current state process of [Client Name] in [Process Area] with industry best practices. Where are the gaps?"
II. Strategy Development:
- Goal Setting:
- "Help me define SMART (Specific, Measurable, Achievable, Relevant, Time-bound) goals for [Client Name] in relation to [Objective]."
- "Based on the current state assessment, what are the most ambitious yet realistic goals that [Client Name] can achieve in [Timeframe]?"
- "Develop a set of key performance indicators (KPIs) to track the progress of [Client Name]'s [Project Name]."
- Strategic Options:
- "Based on this SWOT analysis of [Client Name], what are the potential strategic options they should consider?"
- "Evaluate the pros and cons of [Strategic Option 1], [Strategic Option 2], and [Strategic Option 3] for [Client Name], considering their resources and market position."
- "Generate a list of innovative strategies that [Client Name] could pursue to achieve [Goal] in the [Industry] market."
- Implementation Planning:
- "Develop a detailed implementation plan for [Strategic Initiative] at [Client Name]. Include key tasks, timelines, responsibilities, and resource requirements."
- "Identify potential risks and challenges associated with implementing [Strategic Initiative] and develop mitigation strategies."
- "Create a communication plan to ensure effective communication and engagement with stakeholders throughout the implementation of [Strategic Initiative]."
- Change Management:
- "Develop a change management strategy to support the successful implementation of [Change Initiative] at [Client Name]."
- "Identify potential sources of resistance to [Change Initiative] and develop strategies to address them."
- "Create a training plan to equip employees at [Client Name] with the skills and knowledge needed to adapt to the new [Process/System/Technology]."
- Financial Modeling:
- "Create a financial model to project the potential ROI of [Strategic Initiative] for [Client Name]."
- "Perform a sensitivity analysis to assess the impact of different variables on the financial performance of [Strategic Initiative]."
- "Compare the financial implications of [Strategic Option 1] and [Strategic Option 2] for [Client Name]."
III. Implementation & Execution:
- Project Management:
- "Create a project timeline and Gantt chart for [Project Name], including key milestones, dependencies, and resource allocation."
- "Develop a risk management plan for [Project Name], identifying potential risks and developing mitigation strategies."
- "Establish a project communication plan to ensure effective communication and collaboration among team members and stakeholders."
- Process Optimization:
- "Design a future state process for [Client Name] in [Process Area] that eliminates bottlenecks, reduces inefficiencies, and improves overall performance."
- "Identify opportunities to automate tasks in the [Process Area] to improve efficiency and reduce costs."
- "Develop standard operating procedures (SOPs) for the key steps in the [Process Area] to ensure consistency and quality."
- Technology Implementation:
- "Develop a technology roadmap for [Client Name] to guide their investments in technology over the next [Timeframe]."
- "Evaluate different technology solutions for [Business Need] and recommend the best option for [Client Name] based on their specific requirements."
- "Develop a data migration plan to ensure a smooth transition to the new [System/Platform]."
- Training & Development:
- "Design a training program to equip employees at [Client Name] with the skills and knowledge needed to perform their jobs effectively."
- "Develop training materials, including presentations, handouts, and online modules, to support the training program."
- "Evaluate the effectiveness of the training program and make recommendations for improvement."
- Performance Monitoring & Reporting:
- "Establish a system to track and monitor the performance of [Key Metric] at [Client Name]."
- "Develop a reporting dashboard to provide stakeholders with real-time visibility into the performance of [Project/Process/Initiative]."
- "Analyze performance data and identify areas for improvement."
IV. Communication & Presentation:
- Executive Summaries:
- "Write an executive summary for a report on [Topic] for [Client Name]'s C-suite, highlighting key findings and recommendations."
- "Summarize the key takeaways from this [Document/Meeting] in a concise and impactful way for senior management."
- Presentation Development:
- "Create a compelling presentation to communicate the findings and recommendations of the [Project] to [Audience]."
- "Design visually appealing slides to present the data in a clear and engaging manner."
- "Develop talking points to support the presentation and ensure a consistent message."
- Report Writing:
- "Write a comprehensive report on [Topic] for [Client Name], including an executive summary, methodology, findings, and recommendations."
- "Structure the report logically and use clear and concise language to ensure readability."
- "Use visuals, such as charts and graphs, to illustrate key findings and insights."
- Client Communication:
- "Draft an email to [Client Contact] to update them on the progress of [Project]."
- "Prepare a script for a phone call with [Client Contact] to discuss [Topic]."
- "Develop a communication plan to keep stakeholders informed about the progress of [Project] and address any concerns."
- Storytelling:
- "Develop a compelling narrative that illustrates the problem [Client Name] is facing and the impact of the proposed solution."
- "Use storytelling techniques to engage the audience and make the message more memorable."
V. Specialized Areas (Examples - expand as needed):
- Digital Transformation:
- "Assess [Client Name]'s current digital maturity and identify opportunities to leverage technology to improve their business processes."
- "Develop a digital transformation roadmap for [Client Name], outlining the key initiatives and investments required to achieve their digital goals."
- Sustainability Consulting:
- "Assess [Client Name]'s current environmental footprint and identify opportunities to reduce their impact on the environment."
- "Develop a sustainability strategy for [Client Name], outlining their goals, targets, and initiatives for improving their environmental performance."
- Supply Chain Optimization:
- "Analyze [Client Name]'s supply chain and identify opportunities to reduce costs, improve efficiency, and enhance resilience."
- "Develop a supply chain optimization plan for [Client Name], outlining the key initiatives and investments required to achieve their supply chain goals."
- Human Capital Management:
- "Assess [Client Name]'s current HR practices and identify opportunities to improve employee engagement, retention, and performance."
- "Develop a talent management strategy for [Client Name], outlining their goals, targets, and initiatives for attracting, developing, and retaining top talent."
VI. General Purpose Prompts:
- "What are the key considerations when [Performing Specific Task in Consulting]?"
- "What are the potential pitfalls to avoid when [Performing Specific Task in Consulting]?"
- "What are some best practices for [Specific Consulting Skill]? Give concrete examples."
- "Explain [Consulting Concept] in a way that a non-expert can understand."
- "Provide a checklist for [Consulting Task]."
- "Compare and contrast [Consulting Approach 1] with [Consulting Approach 2]."
Tips for Using These Prompts:
- Be Specific: The more specific your prompt, the better the results. Provide as much context as possible.
- Iterate: Don't be afraid to refine your prompt based on the initial responses.
- Combine Prompts: Use multiple prompts in sequence to build a more complete picture.
- Tailor to Your Style: Adjust the language and tone of the prompts to match your preferred communication style.
- Critically Evaluate the Output: Always review the output carefully and verify its accuracy before using it in your work.
- Add "as a consultant" to the end: Sometimes adding "as a consultant" or "for a consulting project" to the end can improve the relevance of the response. For example: "Develop a digital transformation roadmap for [Client Name], outlining the key initiatives and investments required to achieve their digital goals, as a consultant."
This library is a starting point. Experiment with different prompts and refine them to meet your specific needs. Good luck!
Certainly! As a consultant, having a library of prompts can be incredibly useful for guiding discussions, brainstorming sessions, and problem-solving. Here are some categories of prompts that can be helpful:
1. Client Discovery
- Understanding the Client:
- What are the primary goals of your organization?
- What challenges are you currently facing?
- What are your key performance indicators (KPIs)?
- How do you measure success?
- Stakeholder Analysis:
- Who are the key stakeholders in your organization?
- What are their roles and responsibilities?
- How do they influence decision-making?
2. Problem Identification
- Issue Clarification:
- Can you describe the problem in detail?
- What are the symptoms of the problem?
- What are the root causes of the problem?
- Impact Assessment:
- How does this problem affect your operations?
- What are the financial implications?
- How does it impact your customers or clients?
3. Solution Development
- Brainstorming:
- What are some potential solutions to this problem?
- What are the pros and cons of each solution?
- How feasible is each solution?
- Innovation:
- Are there any innovative approaches we haven't considered?
- How can we think outside the box?
- What are some best practices in the industry?
4. Implementation Planning
- Resource Allocation:
- What resources are needed to implement the solution?
- Who will be responsible for each part of the implementation?
- What is the timeline for implementation?
- Risk Management:
- What are the potential risks associated with this solution?
- How can we mitigate these risks?
- What is the contingency plan?
5. Performance Monitoring
- Metrics and KPIs:
- How will we measure the success of the solution?
- What metrics will we use to track progress?
- How often will we review these metrics?
- Feedback Loop:
- How will we gather feedback from stakeholders?
- What adjustments can we make based on the feedback?
- How will we communicate progress to stakeholders?
6. Client Relationship Management
- Communication:
- How often should we have check-ins?
- What is the preferred method of communication?
- How can we ensure transparency and open communication?
- Expectation Management:
- What are your expectations for this project?
- How can we ensure we meet or exceed these expectations?
- What are the key milestones and deliverables?
7. Continuous Improvement
- Lessons Learned:
- What have we learned from this project?
- What worked well and what didn't?
- How can we apply these lessons to future projects?
- Future Planning:
- What are the next steps for your organization?
- How can we continue to support you?
- What are your long-term goals and how can we help achieve them?
8. Ethical and Compliance Considerations
- Legal and Regulatory:
- Are there any legal or regulatory considerations we need to be aware of?
- How do we ensure compliance with industry standards?
- What are the ethical implications of our proposed solutions?
- Sustainability:
- How can we ensure our solutions are sustainable?
- What are the environmental impacts of our actions?
- How can we promote social responsibility?
9. Technology and Innovation
- Digital Transformation:
- How can technology help solve this problem?
- What are the latest technological trends in your industry?
- How can we leverage data analytics to improve decision-making?
- Innovation Strategy:
- What is your current innovation strategy?
- How can we foster a culture of innovation within your organization?
- What are some innovative solutions we can explore?
10. Change Management
- Resistance to Change:
- What are the potential barriers to change?
- How can we address resistance from employees?
- What strategies can we use to facilitate change?
- Communication Plan:
- How will we communicate the change to stakeholders?
- What are the key messages we need to convey?
- How will we ensure everyone is on board with the change?
11. Financial Considerations
- Budgeting:
- What is the budget for this project?
- How can we ensure we stay within the budget?
- What are the financial risks associated with this project?
- ROI Analysis:
- What is the expected return on investment (ROI)?
- How will we measure ROI?
- What are the financial benefits of this solution?
12. Market Analysis
- Competitor Analysis:
- Who are your main competitors?
- What are their strengths and weaknesses?
- How do you differentiate yourself from competitors?
- Customer Insights:
- Who are your target customers?
- What are their needs and preferences?
- How can we better serve our customers?
13. Operational Efficiency
- Process Improvement:
- What are the current processes in place?
- How can we streamline these processes?
- What are the bottlenecks in your operations?
- Efficiency Metrics:
- How do you measure operational efficiency?
- What are the key areas for improvement?
- How can we reduce costs without compromising quality?
14. Strategic Planning
- Vision and Mission:
- What is your organization's vision and mission?
- How do these align with your current goals?
- How can we ensure our strategies support your vision?
- Long-Term Goals:
- What are your long-term strategic goals?
- How can we develop a roadmap to achieve these goals?
- What are the key milestones along the way?
15. Crisis Management
- Crisis Preparedness:
- What are the potential crises your organization might face?
- How can we prepare for these crises?
- What is your crisis communication plan?
- Response and Recovery:
- How will you respond to a crisis?
- What are the steps for recovery?
- How can we ensure business continuity?
These prompts can be tailored to fit the specific needs and context of your consulting engagements. They serve as a starting point for structured and productive conversations with your clients.
💡 Try this comparison yourself:Compare AI models side-by-side on SNEOS
Analysis
This comparison demonstrates the different approaches each AI model takes when responding to the same prompt. Here are the key differences observed:
Response Characteristics
DeepSeek: Provides a direct response with 127 sentences.
Gemini: Provides a detailed response with 105 sentences.
Mistral: Provides a direct response with 110 sentences.
Key Takeaways
- Each model brings unique strengths to this type of query
- Response styles vary significantly between models
- Consider your specific use case when choosing between these models
Try This Comparison Yourself
Want to test these models with your own prompts? Visit SNEOS.com to compare AI responses side-by-side in real-time.
This comparison was generated using the SNEOS AI Comparison ToolPublished: October 01, 2025 | Models: DeepSeek, Gemini, Mistral