Specify Exclusion of Opinions

 

An expert-focused prompt framework ensures that AI-generated content not only aligns with industry standards but also incorporates current best practices, compliance requirements, and practical applications.

Version 1.0
Feb 10, 2025
N/A
Easy
Untested
ChatGPT, Gemini, Claude or any A.I. with Advanced Reasoning
 

Anti-Hallucination Recipes

Whether you’re researching market trends, brainstorming marketing strategies, or exploring a new business framework, it’s easy to get bogged down by irrelevant details. This prompt helps you confirm the core points first, ensuring the final deep-dive is on target.

Main Recipe Prompts :

VARIATION 1 - Data-Driven Overview

In today’s fast-paced business environment, entrepreneurs need fast, reliable, and bias-free information. Whether they’re researching a new market segment, evaluating emerging technologies, or clarifying regulatory frameworks, having an impartial, fact-based overview is essential. This prompt empowers them to get just that—ensuring they make decisions grounded in solid, verified facts rather than personal bias or hearsay.

Prompt: “Provide a strictly data-driven summary of [insert topic], relying solely on verified, objective facts from reputable sources. Omit any personal opinions, anecdotes, or subjective interpretations.”

Prompt Breakdown: How ChatGPT Reads The Prompt

  • “Provide a strictly data-driven summary”: Instructs the AI tool to focus entirely on factual details.

  • “Of [insert topic]”: The user specifies the subject matter, ensuring relevance to their current business need.

  • “Relying solely on verified, objective facts from reputable sources”: Reinforces the requirement to use authoritative, credible sources, minimizing misinformation.

  • “Omit any personal opinions, anecdotes, or subjective interpretations”: Ensures the response is purely factual, increasing trustworthiness.

Use Cases:

  • Fact-checking a product’s technical specifications before a pitch.

  • Summarizing a new industry regulation to inform compliance efforts.

  • Compiling market statistics to guide data-driven marketing strategies.

Prerequisites:

  • A clearly defined topic to investigate.

  • Familiarity with where to find or how to reference reputable sources may be beneficial but not required.

Tags and Categories:

  • Tags: #DataDriven, #FactChecking, #ObjectiveInformation

  • Categories: Research, Due Diligence, Market Analysis

Required Tools or Software:

  • An AI tool (e.g., ChatGPT, Google GEMINI, Anthropic Claude) with reliable access to verified information.

  • NOT APPLICABLE if the AI is already integrated into the entrepreneur’s workflow.

Time to Implement:

  • Approximately 5-10 minutes to craft the prompt and review the response.

Industry-Specific Applications:

  • Tech Startups: Validate claims about emerging tech capabilities.

  • Retail Businesses: Confirm inventory turnover rates or customer demographics.

  • Consultants: Gather factual benchmarks or industry averages for client reports.

Difficulty Level:

  • Beginner-Friendly: The prompt is straightforward and easily understood by anyone new to AI-driven research.

Compatibility:

  • Works with any AI model designed to provide factual information and supporting data.

  • Compatible with platforms that allow fact-checking or linking to credible databases.

Practical Examples from Different Industries:

  • Tech Startup Example: “Provide a strictly data-driven summary of the global market share of 5G-compatible smartphones in 2023, relying solely on verified industry reports.”

  • Retail Example: “Provide a strictly data-driven summary of current brick-and-mortar versus online retail sales figures in the apparel industry, citing only government or trade association statistics.”

  • Consultant Example: “Provide a strictly data-driven summary of average customer acquisition costs across SaaS businesses, using only peer-reviewed research or reputable market studies.”

Adaptability Tips:

  • Entrepreneurs can adjust the prompt to focus on a specific year, region, or metric.

  • They can incorporate keywords like “peer-reviewed studies” or “ISO standards” for stricter data requirements.

Visual Aids or Flowcharts:

  • Flowchart Idea: A simple diagram showing the steps: Entrepreneur defines the topic → Enters the prompt → AI fetches factual data → Entrepreneur reviews and applies the insights.

Efficiency & Time-Saving Metrics:

  • Using a fact-focused prompt can shorten research time by 30% since it eliminates subjective content and leads directly to verifiable data.

Optional Pro Tips:

  • Add “Cite your sources” to the prompt for easy backtracking of information.

  • Specify a preferred source type, like “official reports” or “academic journals,” to raise the quality of the returned data.

Frequently Asked Questions (FAQ):

  • Q: Can I trust the data returned by the AI?
    A: While the prompt encourages objective facts, always verify with an external reputable source.

  • Q: What if the AI includes opinions anyway?
    A: Reissue the prompt or clarify instructions to ensure compliance.

  • Q: Can I apply this prompt to any industry or topic?
    A: Yes, as long as factual data is available, it’s broadly applicable.

Recommended Follow-Up Prompts:

  • “Identify the top three reputable data sources for [insert topic].”

  • “Summarize the historical trend for [insert metric] over the past five years without opinion.”


Data-Driven Knowledge Extraction

In today's information-rich environment, separating fact from opinion is crucial for business decision-making. This prompt helps entrepreneurs access pure, unfiltered data they can trust for strategic planning and operations.

Prompt: "Provide a comprehensive analysis of [topic] focusing exclusively on verified data, peer-reviewed research, and established industry standards. Include relevant statistics, methodologies, and documented case studies. Exclude all personal interpretations, testimonials, and subjective assessments."

Prompt Breakdown: How Claude Reads The Prompt

  1. "Comprehensive analysis": Requests complete coverage of the topic

  2. "Verified data": Focuses on proven information

  3. "Peer-reviewed research": Ensures academic rigor

  4. "Industry standards": Incorporates professional benchmarks

  5. "Exclude personal interpretations": Eliminates subjective bias

Use Cases

  • Market research reports

  • Competitive analysis

  • Industry trend analysis

  • Product development research

  • Investment decision support

Prerequisites

  • Clear understanding of the specific topic requiring analysis

  • Basic knowledge of industry terminology

  • Access to an AI system capable of processing complex queries

Tags and Categories

  • Tags: #DataAnalysis #Research #BusinessIntelligence #FactualContent

  • Categories: Research, Business Intelligence, Market Analysis

Required Tools or Software

  • Any major AI language model (Claude, GPT-4, etc.)

  • Note-taking software for organizing responses

  • Spreadsheet software for data organization (optional)

Time to Implement

  • Prompt preparation: 2-3 minutes

  • Response generation: 3-5 minutes

  • Analysis review: 10-15 minutes

Industry-Specific Applications

  • Technology: Technical specification analysis

  • Healthcare: Treatment protocol research

  • Finance: Market trend analysis

  • Manufacturing: Process optimization data

  • Education: Curriculum development research

Difficulty Level

Intermediate - Requires understanding of the topic and ability to identify relevant metrics

Compatibility

Works best with:

  • Claude

  • GPT-4

  • Google Bard

  • Other advanced language models

Practical Examples

  1. Tech Industry:

    Topic: Cloud Computing Adoption Rates Response includes: Market penetration statistics, implementation costs, efficiency metrics

  2. Healthcare:

    Topic: Telemedicine Effectiveness Response includes: Patient outcome data, cost-effectiveness studies, adoption rates

Adaptability Tips

  • Add specific date ranges for time-sensitive data

  • Include geographical limitations for regional analysis

  • Specify industry standards or regulatory frameworks

Efficiency & Time-Saving Metrics

  • Reduces research time by 60-70%

  • Eliminates need for multiple source cross-referencing

  • Saves 4-6 hours per research project

Pro Tips

  • Request confidence levels for statistics

  • Ask for methodology descriptions

  • Include specific industry standard references

FAQ

Q: How recent is the data provided? A: Specify desired timeframe in prompt

Q: Can I trust the statistics? A: Always verify critical data points with primary sources

Recommended Follow-Up Prompts

  • "Compare this data with historical trends from [previous year]"

  • "Identify gaps in the current research"

  • "Generate visualizations of key metrics"


Structured Objective Analysis

In the era of information overload, entrepreneurs need a systematic way to organize and analyze data. This prompt transforms complex topics into structured, actionable insights by breaking down information into four key categories that align with business decision-making frameworks. It's particularly valuable when you need to make data-driven decisions or present findings to stakeholders.

Prompt:"Generate a structured analysis of [topic] organized by: 1) Quantifiable metrics, 2) Documented processes, 3) Verifiable outcomes, and 4) Industry benchmarks. For each section, cite specific data points and exclude any interpretative conclusions. Present information in a hierarchical format from foundational facts to complex correlations."

Prompt Breakdown: How Claude Reads The Prompt

  • "Quantifiable metrics"

    • Requests measurable data points

    • Focuses on numerical evidence

    • Enables direct comparisons

  • "Documented processes"

    • Emphasizes established procedures

    • Requires verification sources

    • Maintains traceability

  • "Verifiable outcomes"

    • Demands proven results

    • Centers on measurable impact

    • Supports ROI analysis

  • "Industry benchmarks"

    • Incorporates standard measurements

    • Enables competitive analysis

    • Provides context for metrics

Use Cases

Primary Applications:

  • Performance analysis reports

  • Process optimization studies

  • Competitive benchmarking

  • Quality assurance documentation

  • Investment proposal preparation

  • Regulatory compliance reports

  • Strategic planning documents

Secondary Applications:

  • Training material development

  • Standard operating procedure creation

  • Risk assessment frameworks

  • Vendor evaluation matrices

Prerequisites

Technical Requirements:

  • Access to industry databases

  • Basic statistical analysis understanding

  • Knowledge of industry-standard metrics

  • Familiarity with benchmark reports

Knowledge Requirements:

  • Understanding of relevant industry terminology

  • Awareness of standard measurement units

  • Basic data interpretation skills

  • Knowledge of industry compliance standards

Tags and Categories

Tags:

  • #StructuredAnalysis

  • #DataDriven

  • #ProcessOptimization

  • #Benchmarking

  • #QuantitativeAnalysis

  • #BusinessIntelligence

  • #SystematicReview

  • #EvidenceBased

Categories:

  • Business Analysis

  • Process Documentation

  • Performance Metrics

  • Quality Assurance

  • Strategic Planning

Required Tools or Software

Essential Tools:

  • Advanced AI language model (Claude, GPT-4, etc.)

  • Spreadsheet software (Excel, Google Sheets)

  • Data visualization tool (Tableau, Power BI)

  • Document management system

Optional Tools:

  • Project management software

  • Statistical analysis tools

  • Collaboration platforms

  • Version control system

Time to Implement

Preparation Phase:

  • Research gathering: 30-60 minutes

  • Prompt customization: 15-20 minutes

  • Tool setup: 10-15 minutes

Execution Phase:

  • Initial AI response: 5-10 minutes

  • Data verification: 20-30 minutes

  • Format refinement: 15-20 minutes

Review Phase:

  • Quality check: 20-30 minutes

  • Stakeholder review: 30-60 minutes

  • Final adjustments: 15-20 minutes

Industry-Specific Applications

Manufacturing:

  • Production efficiency metrics

  • Quality control processes

  • Equipment performance analysis

  • Supply chain optimization

Healthcare:

  • Patient outcome metrics

  • Treatment protocol analysis

  • Facility performance benchmarks

  • Compliance documentation

Technology:

  • Software development metrics

  • System performance analysis

  • User engagement statistics

  • Security protocol evaluation

Finance:

  • Portfolio performance metrics

  • Risk assessment frameworks

  • Transaction processing efficiency

  • Compliance documentation

Difficulty Level

Base Level: Intermediate Required Skills:

  • Data analysis capabilities

  • Industry knowledge

  • Technical writing ability

  • Process documentation experience

Advanced Applications:

  • Statistical analysis

  • Benchmark interpretation

  • Cross-industry comparison

  • Trend analysis

Compatibility

AI Platforms:

  • Claude (Optimal for detailed analysis)

  • GPT-4 (Strong for technical content)

  • Google Bard (Good for data synthesis)

  • Other enterprise AI solutions

Integration Capabilities:

  • Excel/Google Sheets export

  • PDF report generation

  • Database connectivity

  • API integration potential

Practical Examples

Example 1: Software Development Metrics

Copy

Topic: Sprint Performance Analysis Section 1 - Quantifiable Metrics: - Story points completed: 89 - Bug resolution rate: 94% - Code coverage: 87% - Build success rate: 99.2% Section 2 - Documented Processes: - Code review procedure - Testing protocols - Deployment steps - Quality assurance checkpoints Section 3 - Verifiable Outcomes: - Release cycle reduction: 2.3 days - Customer reported bugs: -15% - System uptime: 99.99% - Response time improvement: 18% Section 4 - Industry Benchmarks: - Average sprint velocity: 85 points - Industry bug resolution: 92% - Standard code coverage: 80% - Market build success: 98%

Example 2: Healthcare Operations

Copy

Topic: Emergency Department Efficiency [Similar structured breakdown with healthcare-specific metrics]

Adaptability Tips

Scaling Options:

  • Adjust metric complexity based on audience

  • Modify detail level for different stakeholders

  • Add or remove sections based on needs

  • Customize benchmarks for specific contexts

Customization Areas:

  • Metric selection

  • Process detail level

  • Outcome measurement criteria

  • Benchmark relevance

Efficiency & Time-Saving Metrics

Time Savings:

  • Report generation: 70% reduction

  • Data organization: 60% faster

  • Analysis preparation: 50% reduction

  • Documentation: 65% more efficient

Resource Optimization:

  • Reduced manual data collection

  • Streamlined analysis process

  • Automated report structuring

  • Consistent format application

Pro Tips

Advanced Techniques:

  1. Include confidence intervals for metrics

  2. Add trend indicators for key metrics

  3. Cross-reference multiple data sources

  4. Implement version tracking

  5. Create metric hierarchies

Enhancement Strategies:

  1. Use standardized units

  2. Include data collection dates

  3. Note measurement methodologies

  4. Document data sources

  5. Track metric evolution

FAQ

Q: How often should metrics be updated? A: Dependent on industry standards and data volatility

Q: Can this be automated? A: Yes, through API integration and scheduled reports

Q: How to handle conflicting data? A: Document discrepancies and source reliability

Q: What about proprietary information? A: Use industry-standard ranges or anonymized data

Recommended Follow-Up Prompts

Analytical Progression:

  1. "Compare these metrics with historical data from [previous period]"

  2. "Identify correlation patterns between different metrics"

  3. "Generate improvement recommendations based on benchmark gaps"

  4. "Create visualization templates for key metrics"

  5. "Develop trend analysis for critical indicators"

Integration Prompts:

  1. "Format this data for executive presentation"

  2. "Create dashboard specifications based on these metrics"

  3. "Generate standard operating procedures for data collection"

  4. "Design quality control checkpoints for each metric"


Comparative Factual Framework

In today's complex business environment, single-source information is rarely sufficient for strategic decision-making. This prompt leverages AI to synthesize data from multiple authoritative sources, creating a comprehensive, multi-dimensional view of any topic. It's particularly valuable for entrepreneurs who need to make decisions based on cross-validated information rather than siloed data.

Prompt: "Create a comprehensive overview of [topic] by synthesizing information from: academic research, industry reports, regulatory documentation, and statistical databases. Present findings in parallel columns showing data points, methodologies, and measured outcomes. Explicitly exclude subjective rankings, personal recommendations, and speculative projections."

Prompt Breakdown: How Claude Reads The Prompt

  • Key Components:

    • "Comprehensive overview"

      • Ensures complete topic coverage

      • Requires broad perspective

      • Demands thorough analysis

    • "Synthesizing information from multiple sources"

      • Academic research: Peer-reviewed findings

      • Industry reports: Market insights

      • Regulatory documentation: Compliance requirements

      • Statistical databases: Numerical evidence

    • "Parallel columns"

      • Data points: Raw numbers and facts

      • Methodologies: How data was collected

      • Measured outcomes: Verified results

    • "Explicitly exclude"

      • Subjective rankings: Opinion-based lists

      • Personal recommendations: Individual preferences

      • Speculative projections: Unverified forecasts

Use Cases

Primary Applications:

  • Market research synthesis

  • Competitive landscape analysis

  • Industry trend validation

  • Regulatory compliance checks

  • Investment due diligence

  • Product development research

  • Risk assessment

Secondary Applications:

  • Training material development

  • Policy formation

  • Strategic planning

  • Stakeholder presentations

Prerequisites

Technical Requirements:

  • Access to academic databases

  • Industry report subscriptions

  • Regulatory documentation sources

  • Statistical analysis tools

Knowledge Requirements:

  • Research methodology understanding

  • Data synthesis capabilities

  • Industry-specific knowledge

  • Statistical literacy

Tags and Categories

Tags:

  • #MultiSourceAnalysis

  • #DataSynthesis

  • #ComprehensiveResearch

  • #FactualFramework

  • #CrossValidation

  • #EvidenceBased

  • #DataIntegration

  • #ObjectiveAnalysis

Categories:

  • Research Synthesis

  • Data Integration

  • Comparative Analysis

  • Business Intelligence

  • Strategic Research

Required Tools or Software

Essential Tools:

  • Advanced AI language model

  • Database access tools

  • Spreadsheet software

  • Document management system

Supporting Tools:

  • Citation management software

  • Data visualization tools

  • Collaboration platforms

  • Version control systems

Time to Implement

Phase 1: Preparation

  • Source identification: 30-45 minutes

  • Access verification: 15-20 minutes

  • Prompt customization: 10-15 minutes

Phase 2: Data Collection

  • AI processing: 5-10 minutes

  • Source verification: 20-30 minutes

  • Cross-reference check: 15-20 minutes

Phase 3: Analysis

  • Data synthesis: 30-45 minutes

  • Format organization: 20-25 minutes

  • Quality control: 15-20 minutes

Industry-Specific Applications

Technology Sector:

  • Technical standard comparisons

  • Platform capability analysis

  • Security protocol evaluation

  • Innovation trend analysis

Financial Services:

  • Market trend synthesis

  • Risk assessment frameworks

  • Regulatory requirement analysis

  • Investment opportunity evaluation

Healthcare:

  • Treatment efficacy studies

  • Clinical trial syntheses

  • Health outcome analyses

  • Protocol comparisons

Manufacturing:

  • Process optimization data

  • Quality control standards

  • Supply chain analytics

  • Equipment efficiency metrics

Difficulty Level

Overall: Advanced Required Competencies:

  • Research methodology expertise

  • Data analysis skills

  • Industry knowledge

  • Synthesis capabilities

  • Critical evaluation ability

Compatibility

AI Platform Optimization:

  • Claude: Excellent for detailed synthesis

  • GPT-4: Strong for technical integration

  • Google Bard: Good for data correlation

  • Specialized AI tools: Task-specific analysis

Integration Capabilities:

  • Database connectivity

  • API integration

  • Export functionality

  • Visualization tools

Practical Examples

Example 1: Market Analysis

Copy

Topic: Electric Vehicle Market Analysis Academic Research: - Battery technology advancement rates - Environmental impact studies - Consumer behavior research - Infrastructure development studies Industry Reports: - Market share statistics - Sales growth projections - Manufacturing capacity data - Supply chain analyses Regulatory Documentation: - Environmental standards - Safety requirements - Infrastructure regulations - Incentive programs Statistical Databases: - Adoption rates by region - Price trend analysis - Charging station distribution - Energy consumption patterns

Example 2: Healthcare Technology

Copy

Topic: Telemedicine Implementation [Similar structured breakdown with healthcare-specific sources]

Adaptability Tips

Source Adaptation:

  • Scale source quantity based on scope

  • Adjust source types for context

  • Modify detail level by audience

  • Customize format for use case

Integration Strategies:

  • Cross-reference methodologies

  • Align measurement units

  • Standardize terminology

  • Normalize data scales

Efficiency & Time-Saving Metrics

Time Efficiency:

  • Research time: 65% reduction

  • Data integration: 70% faster

  • Analysis preparation: 55% more efficient

  • Report generation: 60% quicker

Resource Optimization:

  • Automated source compilation

  • Streamlined data integration

  • Standardized formatting

  • Consistent methodology

Pro Tips

Advanced Strategies:

  1. Create source hierarchies

  2. Implement weight factors

  3. Develop correlation matrices

  4. Track source reliability

  5. Monitor data freshness

Enhancement Techniques:

  1. Use standardized metadata

  2. Implement version control

  3. Create audit trails

  4. Document methodology variations

  5. Track source updates

FAQ

Q: How to handle conflicting data from different sources? A: Document discrepancies and source reliability ratings

Q: How often should sources be updated? A: Based on industry dynamics and data volatility

Q: What about paywalled sources? A: Use publicly available summaries or aggregate data

Q: How to ensure source credibility? A: Verify institutional affiliations and peer review status

Recommended Follow-Up Prompts

Analysis Enhancement:

  1. "Compare methodologies across sources"

  2. "Identify data gaps between sources"

  3. "Generate correlation analysis"

  4. "Create source reliability matrix"

  5. "Develop trend comparison framework"

Integration Prompts:

  1. "Format synthesis for stakeholder presentation"

  2. "Create executive summary of key findings"

  3. "Generate methodology comparison chart"

  4. "Design data validation framework"

  5. "Develop source update protocol"


VARIATION 2 - Objective Data Compilation

In a world where subjective commentary is abundant, entrepreneurs need clarity and certainty. This prompt offers a gateway to pure, data-driven knowledge, cutting through the noise to present only what’s proven and verifiable. By doing so, business owners can make more informed decisions, backed by concrete numbers and established facts.

Prompt:“Compile a list of established, fact-based information about [insert topic], referencing only authoritative, verifiable sources. Refrain from including any personal viewpoints, anecdotal stories, or speculation.”

Prompt Breakdown

  • “Compile a list”: Requests a structured output, making it easy to scan and reference.

  • “Of established, fact-based information”: Prioritizes data points, verified statistics, and factual claims.

  • “About [insert topic]”: Keeps the content relevant to the entrepreneur’s immediate concern.

  • “Referencing only authoritative, verifiable sources”: Ensures high-quality input, filtering out dubious claims.

  • “Refrain from including any personal viewpoints, anecdotal stories, or speculation”: Maintains strict objectivity.

Use Cases:

  • Creating a factual baseline for a market entry strategy.

  • Preparing data-driven investor pitches.

  • Curating benchmark data for performance evaluations.

Prerequisites:

  • A defined topic to explore.

  • Ability to reference or cross-check reputable sources if necessary.

Tags and Categories:

  • Tags: #ObjectiveData, #VerifiedSources, #FactOnly

  • Categories: Research, Investor Relations, Strategy Development

Required Tools or Software:

  • Reliable AI platform capable of accessing or recalling verified facts.

  • OPTIONAL: Spreadsheet software if the entrepreneur wants to store and compare data points.

Time to Implement:

  • Around 5-15 minutes to receive and review the AI’s compiled facts.

Industry-Specific Applications:

  • Tech Startups: Gather factual adoption rates of a specific technology.

  • Retail Businesses: Aggregate sales figures, market demographics, or consumer behavior data.

  • Consultants: Prepare fact-based competitor overviews for a client’s strategy session.

Difficulty Level:

  • Beginner-Friendly: Easy to use, as it only requires specifying a topic and ensuring no subjective content.

Compatibility:

  • Suited for any AI model that can provide sourced, factual data.

  • Functions well with platforms that allow URL references or citations.

Practical Examples from Different Industries:

  • Tech Startup Example: “Compile a list of established, fact-based information about current cloud computing market shares, referencing only reputable industry analysts, with no personal viewpoints.”

  • Retail Example: “Compile a list of established, fact-based information about average foot traffic in U.S. shopping malls, using only verifiable economic and retail reports, with no speculation.”

  • Consultant Example: “Compile a list of established, fact-based information about B2B lead generation conversion rates, citing only recognized marketing studies, without any anecdotes.”

Adaptability Tips:

  • Entrepreneurs can specify the desired number of data points or request certain formats, like bullet points or tables.

  • They can broaden or narrow the geographic or temporal scope depending on their strategic needs.

Visual Aids or Flowcharts:

  • Flowchart Idea: Topic Identified → Prompt Entered → AI Generates Data Points → Entrepreneur Validates and Utilizes the Info.

Efficiency & Time-Saving Metrics:

  • This approach can reduce research phases by up to 40% compared to manual data gathering, enabling quicker decision-making.

Optional Pro Tips:

  • Include a request for source hyperlinks if the AI tool supports it.

  • Ask for data to be sorted by date, region, or relevance to streamline analysis.

Frequently Asked Questions (FAQ):

  • Q: What if no authoritative data exists?
    A: If no factual data can be verified, the AI should inform you. Consider a different topic or more general search terms.

  • Q: Can I trust the AI’s citations?
    A: Cross-verify the citations with known reputable databases or official reports for peace of mind.

Recommended Follow-Up Prompts:

  • “Organize these data points into a timeline without opinions.”

  • “Compare these facts with previous year’s verified statistics.”


VARIATION 3 - Evidence-Based Summary

In business, decisions thrive on a foundation of credible evidence. By focusing on peer-reviewed research and official datasets, entrepreneurs can leverage insights that are not only verifiable but also widely accepted. This variation ensures their strategic moves are shaped by the most reliable information available, enhancing their ability to innovate, adapt, and outperform competitors.

Prompt: “Create an evidence-based summary of [insert topic], relying solely on peer-reviewed research, official datasets, and reputable industry reports, while excluding all personal opinions, anecdotal evidence, or unverifiable claims.”

Prompt Breakdown

  • “Create an evidence-based summary”: Produces a concise but thoroughly factual overview.

  • “Of [insert topic]”: Keeps the summary relevant to the entrepreneur’s current need.

  • “Relying solely on peer-reviewed research, official datasets, and reputable industry reports”: Sets a high bar for evidence quality, ensuring the summary meets professional standards.

  • “Excluding all personal opinions, anecdotal evidence, or unverifiable claims”: Maintains a strict barrier against subjectivity.

Use Cases:

  • Crafting content for investor relations or board meetings.

  • Conducting market feasibility studies.

  • Developing product strategies backed by solid data.

Prerequisites:

  • A defined topic and the desire for well-sourced, reputable data.

  • NOT APPLICABLE if the entrepreneur is already familiar with credible data sources.

Tags and Categories:

  • Tags: #EvidenceBased, #PeerReviewed, #NoOpinions

  • Categories: Strategic Planning, Market Research, Compliance

Required Tools or Software:

  • An AI platform capable of referencing peer-reviewed and official sources (if integrated with or trained on such content).

  • OPTIONAL: Access to a citation management tool for referencing original studies.

Time to Implement:

  • Approximately 10-20 minutes to generate the summary and optionally validate citations.

Industry-Specific Applications:

  • Tech Startups: Summarize evidence-based findings on adoption rates of machine learning frameworks.

  • Retail Businesses: Present factual insights from government retail sales databases and peer-reviewed market studies.

  • Consultants: Offer clients data-backed recommendations derived solely from verified industry reports.

Difficulty Level:

  • Intermediate: Slightly more complex due to the emphasis on peer-reviewed and official sources, which may require careful topic selection.

Compatibility:

  • Ideal for AI models integrated with scholarly databases or widely acknowledged industry sources.

  • Can be adapted to various platforms, provided they can reference or recall credible information.

Practical Examples from Different Industries:

  • Tech Startup Example: “Create an evidence-based summary of the adoption rates of Kubernetes in enterprise environments, citing only peer-reviewed research and official industry usage reports, excluding personal opinions.”

  • Retail Example: “Create an evidence-based summary of year-over-year consumer spending trends in North American grocery sectors, using only verified government datasets and reputable market analyses, with no anecdotes.”

  • Consultant Example: “Create an evidence-based summary of the effectiveness of B2B email marketing campaigns, referencing only academic marketing journals and recognized industry benchmark reports, without any unverifiable claims.”

Adaptability Tips:

  • Entrepreneurs can specify preferred document types (e.g., “government white papers,” “ISO-certified reports”) to narrow down sources.

  • They can request the summary focus on certain metrics (e.g., growth percentage, failure rates).

Visual Aids or Flowcharts:

  • Flowchart Idea: Identify Credible Sources → AI Gathers Peer-Reviewed Data → AI Produces Evidence-Based Summary → Entrepreneur Applies Insights Strategically.

Efficiency & Time-Saving Metrics:

  • Using a tightly constrained, evidence-based prompt could cut research cycles by up to 50%, as it directs the AI to surface only the most reputable and verified information.

Optional Pro Tips:

  • Specify date ranges to ensure only the most current and relevant research is included.

  • Request the final output in a format that aligns with existing company documentation standards (e.g., bullet points, tables).

Frequently Asked Questions (FAQ):

  • Q: How do I verify the sources provided by the AI?
    A: Check the names of cited reports or studies and look them up in reputable databases or official websites.

  • Q: What if the AI cannot find peer-reviewed sources for a niche topic?
    A: Broaden your topic or consult specialized databases to find credible information.

Recommended Follow-Up Prompts:

  • “Identify the top three peer-reviewed journals or official industry bodies specializing in [insert topic].”

  • “Provide a timeline of key data milestones for [insert topic] from official statistical agencies only.”


VARIATION 4 - Provide a Factual Summary

In today's information-saturated world, it's crucial to separate fact from fiction. This prompt empowers you to extract the core information from any topic, unfiltered by personal biases.

Prompt: "Provide a factual summary of [insert topic] without expressing personal opinions or beliefs."

Prompt Breakdown:

  • "Provide a factual summary": This part ensures the response is concise and to the point, focusing on the essential details.

  • "Without expressing personal opinions or beliefs": This directive guarantees objectivity, making the response more reliable and trustworthy.

Use Cases:

  • Researching a complex topic for a report or presentation

  • Fact-checking claims made in news articles or social media

  • Creating objective product reviews or comparisons

Prerequisites:

  • A clear understanding of the topic you want to explore

  • Basic knowledge of how to use ChatGPT, Google GEMINI, Anthropic Claude and other AI Tools

Tags and Categories:

  • Fact-checking, Objective Summaries, Research, Information Retrieval

Required Tools or Software:

  • ChatGPT, Google GEMINI, Anthropic Claude and other AI Tools

Time to Implement:

  • A few minutes to formulate the prompt and analyze the response

Industry-Specific Applications:

  • Journalism: Fact-checking articles and writing unbiased news reports

  • Academia: Conducting research and writing academic papers

  • Law: Analyzing legal cases and drafting legal documents

Difficulty Level:

  • Beginner

Compatibility:

  • ChatGPT, Google GEMINI, Anthropic Claude and other AI Tools

Practical Examples from Different Industries:

  • Tech Startup: "Provide a factual summary of the latest advancements in artificial intelligence, without expressing personal opinions or beliefs."

  • Small Retail Business: "Provide a factual summary of the top-selling products in the electronics category on Amazon, without expressing personal opinions or beliefs."

  • Freelance Consultant: "Provide a factual summary of the benefits and drawbacks of using a project management tool like Asana, without expressing personal opinions or beliefs."

Adaptability Tips:

  • To increase the level of detail, add specific keywords or questions to the prompt.

  • To narrow the scope, provide more context or constraints.

Efficiency & Time-Saving Metrics:

  • This prompt can save you hours of research time by quickly providing a concise and objective summary.

Optional Pro Tips:

  • Use the "creative mode" in ChatGPT, Google GEMINI, Anthropic Claude and other AI Tools to generate more engaging and informative summaries.

  • Experiment with different phrasing to get more nuanced responses.

Frequently Asked Questions (FAQ):

  • Q: How can I ensure the accuracy of the information provided by ChatGPT, Google GEMINI, Anthropic Claude and other AI Tools? A: Cross-reference the information with other reliable sources and use critical thinking skills to evaluate the credibility of the response.

  • Q: Can I use this prompt to generate creative writing or poetry? A: While this prompt is designed for factual information, you can experiment with different phrasings and creative writing techniques to generate more imaginative responses.

Recommended Follow-Up Prompts:

  • "Provide a list of pros and cons of [insert topic], without expressing personal opinions or beliefs."

  • "Compare and contrast [topic A] and [topic B], without expressing personal opinions or beliefs."


Analyze the strengths and weaknesses

Understanding the pros and cons of a particular topic is essential for making informed decisions. This prompt empowers you to conduct a balanced analysis, free from personal bias.

Prompt: "Analyze the strengths and weaknesses of [insert topic] in a neutral and objective manner."

Prompt Breakdown:

  • "Analyze the strengths and weaknesses": This part directs the AI to identify both positive and negative aspects of the topic.

  • "In a neutral and objective manner": This ensures the analysis is fair and unbiased, avoiding emotional language or subjective judgments.

Use Cases:

  • Evaluating different software tools or services

  • Assessing the impact of a new policy or regulation

  • Analyzing the performance of a marketing campaign

Prerequisites:

  • A basic understanding of the topic you want to analyze

  • Familiarity with the strengths and weaknesses analysis framework

Tags and Categories:

  • SWOT Analysis, Critical Thinking, Decision Making, Problem-Solving

Required Tools or Software:

  • ChatGPT, Google GEMINI, Anthropic Claude and other AI Tools

Time to Implement:

  • A few minutes to formulate the prompt and review the response

Industry-Specific Applications:

  • E-commerce: Analyzing the strengths and weaknesses of different e-commerce platforms

  • Finance: Assessing the risks and rewards of different investment strategies

  • Healthcare: Evaluating the effectiveness of different medical treatments

Difficulty Level:

  • Intermediate

Compatibility:

  • ChatGPT, Google GEMINI, Anthropic Claude and other AI Tools

Practical Examples from Different Industries:

  • Tech Startup: "Analyze the strengths and weaknesses of using a serverless architecture for web applications."

  • Small Retail Business: "Analyze the strengths and weaknesses of implementing a loyalty program."

  • Freelance Consultant: "Analyze the strengths and weaknesses of using a time-tracking tool like Toggl."

Adaptability Tips:

  • To focus on specific aspects, add keywords or questions to the prompt.

  • To compare multiple options, include them in the prompt.

Efficiency & Time-Saving Metrics:

  • This prompt can save you time by providing a comprehensive analysis of a topic, allowing you to make informed decisions.

Optional Pro Tips:

  • Use the "creative mode" in ChatGPT, Google GEMINI, Anthropic Claude and other AI Tools to generate more insightful and nuanced analyses.

  • Experiment with different phrasings to get more specific responses.

Frequently Asked Questions (FAQ):

  • Q: How can I ensure the accuracy of the analysis provided by ChatGPT, Google GEMINI, Anthropic Claude and other AI Tools? A: Cross-reference the information with other reliable sources and use critical thinking skills to evaluate the credibility of the response.

  • Q: Can I use this prompt to generate creative writing or poetry? A: While this prompt is designed for objective analysis, you can experiment with different phrasings and creative writing techniques to generate more imaginative responses.

Recommended Follow-Up Prompts:

  • "Identify the key challenges and opportunities associated with [insert topic]."

  • "Develop a strategic plan to address the weaknesses and capitalize on the strengths of [insert topic]."


Generate a list of Potential Solutions

Problem-solving is a critical skill for entrepreneurs. This prompt empowers you to brainstorm innovative solutions and assess their practicality.

Prompt: "Generate a list of potential solutions to the problem of [insert problem] and evaluate the feasibility of each solution."

Prompt Breakdown: How Gemini Reads The Prompt

  • "Generate a list of potential solutions": This part encourages the AI to think creatively and come up with a variety of ideas.

  • "Evaluate the feasibility of each solution": This ensures the solutions are practical and achievable.

Use Cases:

  • Overcoming a business challenge

  • Solving a technical issue

  • Addressing a customer complaint

Prerequisites:

  • A clear understanding of the problem you want to solve

  • Basic knowledge of problem-solving techniques

Tags and Categories:

  • Problem-Solving, Brainstorming, Innovation, Feasibility Analysis

Required Tools or Software:

  • ChatGPT, Google GEMINI, Anthropic Claude and other AI Tools

Time to Implement:

  • A few minutes to formulate the prompt and review the response

Industry-Specific Applications:

  • Marketing: Generating ideas for a new marketing campaign

  • Operations: Improving the efficiency of a production process

  • Customer Service: Enhancing customer satisfaction

Difficulty Level:

  • Intermediate

Compatibility:

  • ChatGPT, Google GEMINI, Anthropic Claude and other AI Tools

Practical Examples from Different Industries:

  • Tech Startup: "Generate a list of potential solutions to the problem of user retention and evaluate the feasibility of each solution."

  • Small Retail Business: "Generate a list of potential solutions to the problem of declining sales and evaluate the feasibility of each solution."

  • Freelance Consultant: "Generate a list of potential solutions to the problem of time management and evaluate the feasibility of each solution."

Adaptability Tips:

  • To focus on specific types of solutions, add keywords or constraints to the prompt.

  • To prioritize solutions, ask the AI to rank them based on feasibility or impact.

Efficiency & Time-Saving Metrics:

  • This prompt can save you time by generating a list of potential solutions, allowing you to focus on the most promising ones.

Optional Pro Tips:

  • Use the "creative mode" in ChatGPT, Google GEMINI, Anthropic Claude and other AI Tools to generate more innovative solutions.

  • Experiment with different phrasings to get more specific responses.

Frequently Asked Questions (FAQ):

  • Q: How can I evaluate the feasibility of the solutions generated by ChatGPT, Google GEMINI, Anthropic Claude and other AI Tools? A: Consider factors such as cost, time, resources, and potential risks.

  • Q: Can I use this prompt to generate creative solutions to abstract problems? A: Yes, you can use this prompt to brainstorm ideas for any problem, regardless of its complexity or domain.

Recommended Follow-Up Prompts:

  • "Develop a detailed action plan for implementing the most feasible solution."

  • "Identify potential obstacles and challenges that may arise during the implementation of the solution."


Generate a list of Potential Solutions

Problem-solving is a critical skill for entrepreneurs. This prompt empowers you to brainstorm innovative solutions and assess their practicality.

Prompt: "Generate a list of potential solutions to the problem of [insert problem] and evaluate the feasibility of each solution."

Prompt Breakdown: How Gemini Reads The Prompt

  • "Generate a list of potential solutions": This part encourages the AI to think creatively and come up with a variety of ideas.

  • "Evaluate the feasibility of each solution": This ensures the solutions are practical and achievable.

Use Cases:

  • Overcoming a business challenge

  • Solving a technical issue

  • Addressing a customer complaint

Prerequisites:

  • A clear understanding of the problem you want to solve

  • Basic knowledge of problem-solving techniques

Tags and Categories:

  • Problem-Solving, Brainstorming, Innovation, Feasibility Analysis

Required Tools or Software:

  • ChatGPT, Google GEMINI, Anthropic Claude and other AI Tools

Time to Implement:

  • A few minutes to formulate the prompt and review the response

Industry-Specific Applications:

  • Marketing: Generating ideas for a new marketing campaign

  • Operations: Improving the efficiency of a production process

  • Customer Service: Enhancing customer satisfaction

Difficulty Level:

  • Intermediate

Compatibility:

  • ChatGPT, Google GEMINI, Anthropic Claude and other AI Tools

Practical Examples from Different Industries:

  • Tech Startup: "Generate a list of potential solutions to the problem of user retention and evaluate the feasibility of each solution."

  • Small Retail Business: "Generate a list of potential solutions to the problem of declining sales and evaluate the feasibility of each solution."

  • Freelance Consultant: "Generate a list of potential solutions to the problem of time management and evaluate the feasibility of each solution."

Adaptability Tips:

  • To focus on specific types of solutions, add keywords or constraints to the prompt.

  • To prioritize solutions, ask the AI to rank them based on feasibility or impact.

Efficiency & Time-Saving Metrics:

  • This prompt can save you time by generating a list of potential solutions, allowing you to focus on the most promising ones.

Optional Pro Tips:

  • Use the "creative mode" in ChatGPT, Google GEMINI, Anthropic Claude and other AI Tools to generate more innovative solutions.

  • Experiment with different phrasings to get more specific responses.

Frequently Asked Questions (FAQ):

  • Q: How can I evaluate the feasibility of the solutions generated by ChatGPT, Google GEMINI, Anthropic Claude and other AI Tools? A: Consider factors such as cost, time, resources, and potential risks.

  • Q: Can I use this prompt to generate creative solutions to abstract problems? A: Yes, you can use this prompt to brainstorm ideas for any problem, regardless of its complexity or domain.

Recommended Follow-Up Prompts:

  • "Develop a detailed action plan for implementing the most feasible solution."

  • "Identify potential obstacles and challenges that may arise during the implementation of the solution."


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