Louis Gleeson Profile picture
Dec 13, 2025 13 tweets 7 min read Read on X
After 2 years of using ChatGPT, I can say that it is the technology that has revolutionized my life the most, along with the Internet.

So here are 10 prompts that have transformed my day-to-day life and that could do the same for you.
1. Research

Mega prompt:

You are an expert research analyst. I need comprehensive research on [TOPIC].

Please provide:
1. Key findings from the last 12 months
2. Data and statistics with sources
3. Expert opinions and quotes
4. Emerging trends and predictions
5. Controversial viewpoints or debates
6. Practical implications for [INDUSTRY/AUDIENCE]

Format as an executive brief with clear sections. Include source links for all claims.

Additional context: [YOUR SPECIFIC NEEDS]
2. Writing white papers

Mega prompt:

You are a technical writer specializing in authoritative white papers.

Write a white paper on [TOPIC] for [TARGET AUDIENCE].

Structure:
- Executive Summary (150 words)
- Problem Statement with market data
- Current Solutions and their limitations
- Our Approach/Solution with technical details
- Case Studies or proof points
- Implementation framework
- ROI Analysis
- Conclusion and Call to Action

Tone: [Authoritative/Conversational/Technical]
Length: [2000-5000 words]

Include:
- Relevant statistics and citations
- Visual placeholders for charts/diagrams
- Quotes from industry experts (mark as [NEEDS VERIFICATION])

Background context: [YOUR COMPANY/PRODUCT INFO]
3. Designing beautiful UIs

Mega prompt:

You are a senior product designer with expertise in [WEB/MOBILE] interfaces.

Design a [COMPONENT/PAGE] for [PRODUCT TYPE].

Requirements:
- User goal: [WHAT USER WANTS TO ACCOMPLISH]
- Design system: [MODERN/MINIMAL/BOLD/etc]
- Color preferences: [COLORS OR "SURPRISE ME"]
- Key elements: [LIST MUST-HAVE FEATURES]

Provide:
1. Detailed layout description with measurements
2. Component hierarchy and spacing
3. Interaction states (hover, active, disabled)
4. Responsive behavior for mobile
5. Accessibility considerations
6. React/Tailwind component code

Style: Clean, modern, follows [DESIGN TREND]
Inspiration: [REFERENCE SITES IF ANY]
4. Making social media content

Mega prompt:

You are a viral social media strategist specializing in [PLATFORM].

Create [NUMBER] posts about [TOPIC] for [TARGET AUDIENCE].

Post requirements:
- Hook: Strong pattern interrupt in first line
- Format: [THREAD/SINGLE POST/CAROUSEL]
- Tone: [EDUCATIONAL/ENTERTAINING/CONTROVERSIAL]
- Goal: [ENGAGEMENT/TRAFFIC/BRAND AWARENESS]

For each post provide:
1. Main post copy
2. 3 alternative hooks to A/B test
3. Visual recommendations (screenshots, charts, memes)
4. Optimal posting time and hashtags
5. Engagement bait (question or CTA)

Context about my brand: [YOUR POSITIONING]
Recent viral posts in my niche: [EXAMPLES IF ANY]
5. Making presentations

Mega prompt:

You are a presentation designer who creates slides for [CONTEXT: PITCH DECKS/KEYNOTES/SALES].

Create a presentation on [TOPIC] for [AUDIENCE].

Presentation specs:
- Length: [NUMBER] slides
- Goal: [INFORM/PERSUADE/SELL]
- Delivery method: [IN-PERSON/ZOOM/RECORDED]

For each slide provide:
1. Slide title
2. Key visual concept (chart type, image style, diagram)
3. Talking points (what to say)
4. Text on slide (minimal, headlines only)
5. Data/stats to include

Overall narrative arc: [PROBLEM-SOLUTION/STORY-BASED/DATA-DRIVEN]

Context: [COMPANY INFO, PRODUCT DETAILS]
Slides must build to: [FINAL CTA OR CONCLUSION]
6. Long-form writing (blogs, newsletters, and YouTube scripts)

Mega prompt:

You are an expert long-form writer specializing in [BLOGS/NEWSLETTERS/SCRIPTS].

Write a [FORMAT] on [TOPIC] for [AUDIENCE].

Specs:
- Length: [WORD COUNT]
- Structure: [LISTICLE/NARRATIVE/HOW-TO/ANALYSIS]
- SEO keywords: [IF APPLICABLE]
- Voice: [CONVERSATIONAL/AUTHORITATIVE/STORYTELLING]

Requirements:
1. Compelling hook that makes the problem visceral
2. Original insights, not generic advice
3. Specific examples and case studies
4. Actionable takeaways
5. Strong conclusion with clear next step

Include:
- Subheadings every 300 words
- Pull quotes or standout stats
- Internal link opportunities [MARK AS PLACEHOLDER]
- Meta description (155 characters)

Research I've done: [YOUR NOTES/DATA]
Unique angle: [YOUR CONTRARIAN TAKE]
7. Learning new skills or mastering a new subject

Mega prompt:

You are an expert educator specializing in [SUBJECT AREA].

Create a personalized learning plan for mastering [SKILL] in [TIMEFRAME].

My current level: [BEGINNER/INTERMEDIATE/ADVANCED]
My goal: [WHAT I WANT TO ACHIEVE]
Time available: [HOURS PER WEEK]
Learning style: [HANDS-ON/READING/VIDEO/MIXED]

Provide:
1. Learning roadmap with clear milestones
2. Week-by-week curriculum
3. Resources (free and paid) with links
4. Practice projects that build real skills
5. Common pitfalls and how to avoid them
6. Ways to validate learning (tests, projects, certifications)
7. 5 specific exercises I can do today

Make it practical. I want to DO things, not just consume content.

Context: [WHY YOU'RE LEARNING THIS, YOUR BACKGROUND]
8. Competitor analysis

Mega prompt:

You are a competitive intelligence analyst.

Analyze [COMPETITOR] vs our product [YOUR PRODUCT] in [MARKET].

Research areas:
1. Product features and positioning
2. Pricing strategy and monetization
3. Target customers and use cases
4. Marketing channels and messaging
5. Recent product launches and roadmap signals
6. Team size and hiring patterns (LinkedIn)
7. Funding and financial health (if public)
8. Customer reviews and pain points
9. Technical architecture (if applicable)
10. Strengths we can't match vs weaknesses we can exploit

Deliverable:
- SWOT analysis
- Feature comparison table
- Pricing comparison
- Positioning gaps we can own
- 3 tactical moves we should make this quarter

Be brutally honest about where they're beating us.

Our context: [YOUR PRODUCT DETAILS]
9. Stock analysis

Mega prompt:

You are a financial analyst specializing in [SECTOR].

Analyze [STOCK TICKER] as a potential investment.

Analysis framework:
1. Business model and revenue streams
2. Financial health (revenue, profit, cash flow trends)
3. Competitive position and moat
4. Growth catalysts and headwinds
5. Valuation metrics vs peers (P/E, P/S, EV/EBITDA)
6. Technical analysis (chart patterns, support/resistance)
7. Insider trading and institutional ownership
8. Bear case: what could go wrong
9. Bull case: what could go right
10. Recommendation (buy/hold/sell) with price targets

Risk tolerance: [CONSERVATIVE/MODERATE/AGGRESSIVE]
Investment timeline: [SHORT/MEDIUM/LONG TERM]
Portfolio context: [YOUR EXISTING HOLDINGS]

Provide specific entry/exit points and position sizing.

Disclaimer: Add "This is not financial advice" at the end.
10. Doing Taxes

Mega prompt:

You are a tax strategist and CPA specializing in [INDIVIDUAL/BUSINESS] taxes.

Help me maximize deductions and minimize tax liability for [TAX YEAR].

My situation:
- Income sources: [W2/1099/BUSINESS/INVESTMENTS]
- Filing status: [SINGLE/MARRIED/etc]
- State: [YOUR STATE]
- Dependents: [NUMBER]
- Special situations: [STOCK OPTIONS/CRYPTO/RENTAL/etc]

Provide:
1. Checklist of all possible deductions I might qualify for
2. Documents I need to gather
3. Common mistakes to avoid
4. Estimated tax liability with different scenarios
5. Tax-saving strategies I can still implement
6. Whether I need a CPA or can use software
7. Quarterly estimated tax recommendations
8. State-specific considerations

Make it a step-by-step action plan.

Financial details: [ROUGH INCOME, EXPENSES, INVESTMENTS]
These prompts took me 6 months to perfect.

Most people copy-paste and wonder why they get generic outputs.
The difference is context.

The more specific you are, the better GPT-5.2 performs.

Treat it like briefing a senior employee, not asking Siri a question.
I hope you've found this thread helpful.

Follow me @aigleeson for more.

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More from @aigleeson

Mar 14
Some dumb researchers still read papers one by one.

Stanford PhD students just use Claude.

Here are 9 prompts that turn 40+ papers into structured literature reviews, knowledge maps, and research gaps in minutes: Image
PROMPT 1 - The Intake Protocol

Use this when you first upload your papers:

"I'm going to share [X] papers on [topic].
Before I ask anything, do this:

1. List every paper by author + year + core claim in one sentence
2. Group them into clusters of shared assumptions
3. Flag any paper that contradicts another

Don't summarize. Map the landscape."
PROMPT 2 - The Contradiction Finder

Most researchers miss this. This prompt doesn't:

"Across all papers uploaded, identify every point where two
or more authors directly contradict each other.

For each contradiction:
- State both positions
- Name the papers
- Explain WHY they likely disagree (methodology, dataset, era)

Format as a table."
Read 11 tweets
Mar 13
I accidentally found the NotebookLM prompts that went viral in private founder groups.

Everyone's using it like a fancy PDF viewer.

These 20 prompts generate insights McKinsey charges $100k for.

(they're keeping this quiet) 👇 Image
1. The Exam Predictor

"Based on this material, what are the 5 most likely questions a skeptical expert would ask to poke holes in this?"

Turns passive reading into active stress-testing.

Works on research papers, pitch decks, and strategy docs.
2. The Competitor Decoder

Upload 3 competitor landing pages + your own.

"What positioning gaps exist that none of these addresses? Where is the white space?"

A YC founder used this to reposition his entire product in one afternoon.
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Mar 10
Here are 8 Claude prompts to get your first 100 users without spending money on ads.

(Steal these now) 👇 Image
PROMPT 1: The ICP Hunter

"I'm building [product]. Describe my ideal first 100 users in brutal detail — their job title, daily frustrations, where they hang out online, what they Google at 2am, and the exact words they use to describe their problem. Don't be generic."
PROMPT 2: The Cold DM Machine

"Write 5 cold DM variations for [platform] targeting [ICP]. Each under 60 words. Lead with their pain, not my product. No 'I hope this finds you well.' Make it feel like a human wrote it at midnight."
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Mar 7
Holy shit... someone just proved you can 10x prompt quality by adding one sentence.

It's called negative prompting and it quietly kills the "basic prompting" era.

Here's how it works (and why this changes everything): Image
Step 1: Understand what negative prompting actually is.

A normal prompt says: "Write me a product description."

A negative prompt says: "Write me a product description. Don't use hype words, don't use bullet points, and don't sound like a sales ad."

You're giving the AI a guardrail, not just a goal.
Step 2: Before you write anything identify what annoys you most about AI outputs.

Common ones:

→ Too formal / too robotic
→ Adds bullet points when you wanted paragraphs
→ Repeats your question back to you
→ Uses words like "certainly!" or "absolutely!"

Write those down. They become your negative prompt.
Read 11 tweets
Mar 6
Someone turned Alex Hormozi's $100M offer framework into an AI prompt system.

It's like having Hormozi audit your business, rip apart your pricing, and rebuild your offer from scratch.

Here are the 11 prompts (save this): Image
1. The Brutal Offer Audit

Prompt:

“Act like Alex Hormozi reviewing my business.

Here’s my offer: [paste offer]

Be brutally honest. Identify:
• Why customers might hesitate
• Where the value feels weak
• What competitors could easily copy
• What makes the offer forgettable

Then suggest specific improvements.”
2. Value Equation Breakdown

Prompt:

“Analyze this offer using Alex Hormozi’s Value Equation:

Value = (Dream Outcome × Perceived Likelihood of Achievement) / (Time Delay × Effort & Sacrifice)

Here’s my offer: [paste]

Score each component from 1–10 and explain exactly how to improve the weakest parts.”
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Mar 2
R.I.P. McKinsey.

Perplexity just became a $120K/year strategy consultant you can access for free.

Here are 14 prompts that replace entire corporate intelligence teams (Save this thread) 👇 Image
1/ Full Competitive Landscape Map

"You are a Senior Strategy Consultant at McKinsey. I need a complete competitive landscape for [COMPANY NAME].

Use live web data and cite sources.

Please provide:
- Top 15 direct competitors
- 10 indirect/substitute competitors
- Market share estimates
- Revenue comparison table
- Geographic presence comparison
- Business model differences
- Positioning summary (premium, mid-market, low-cost)
- Visual 2x2 strategic map description

Format as a board-ready competitive landscape slide.

Company: [INSERT COMPANY + INDUSTRY]"
2/ Institutional SWOT Analysis

"You are a Strategy Partner at Bain. I need a deep SWOT analysis for [COMPANY NAME] using recent data.

Please provide:
- Strengths with evidence (financials, brand, tech)
- Weaknesses backed by metrics
- Opportunities tied to industry trends
- Threats including regulatory and macro risks
- Which quadrant matters most right now
- Strategic priorities based on SWOT

Format as executive strategy memo.

Company: [INSERT COMPANY]"
Read 16 tweets

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