ChatGPT Prompts: Specify Exclusion of Opinions
WEEK 18 :: POST 1 :: SPECIAL SERIES: ChatGPT 01 Prompts
SPECIAL SERIES: ChatGPT 01 vs Gemini Advanced vs Claude 3.5 Sonnet
Instruction Given to ChatGPT o1 - Please provide 3 prompt variations that share this objective:
Minimizing A.I. Hallucination: Specify Exclusion of Opinions
Overview: Excluding opinions ensures the response is grounded in fact, reducing the chance of inaccuracies.
SPECIAL SERIES: ChatGPT 01 vs Gemini Advanced vs Claude 3.5 Sonnet: We give the 3 most popular Generative A.I. Services the same task so that we can compare and contrast them. The tasks follow the process of building a successful business from the ground up.
Find out more about our automated processes. Since Ketelsen.ai is updated on Mondays, we provide multiple blog posts each Monday. The best of these prompts will eventually be added to my website aicookbook.ai.
Prompt 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.”
Prompt 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.”
Prompt 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.”
TAGS:
