AI summary
Seven AI prompts for executives, consultants, sales, and educators creating slide decks: outline drafting, one-idea-per-slide audit, data viz briefs, executive summary, story arc, Q&A pre-mortem, speaker notes.
Slide decks are the universal corporate artifact and the universal corporate disaster. The seven prompts below take the structural work and scaffold it so your time goes to the substance. This is the slide deck slice of the AI Prompt Library.
Why do most AI slide-deck-AI workflows produce decks that bury the recommendation and lose the audience in slide 3?
The default deck-AI risk is generating templated decks with one idea per three slides and the recommendation buried in slide 23. The prompts below force structural discipline.
Use AI for outline and audit; you write the substance and deliver the talk. Run audience-facing content through How to Edit AI Out of Your Writing. Graduate via Prompt-to-Workflow Ladder.
What are the seven for slide decks prompts?
Prompt 1
Deck Outline Drafter
Most decks start in PowerPoint and never recover. This prompt builds the outline before any slide exists.
Deck context: AUDIENCE: [SPECIFIC] THE ONE ACTION I want them to take: [DECISION] WHAT THEY ALREADY KNOW: [BRIEF] WHAT THEY DO NOT KNOW that matters: [BRIEF] LENGTH target: [MINUTES OR SLIDES] FORMAT: [LIVE / EMAIL / SHARED-LINK] CONSTRAINTS (brand template, time, technical): [BRIEF] Draft an outline: 1. THE OPENING that earns attention in 30 seconds. 2. THE CONTEXT in 2-3 slides. 3. THE ARGUMENT structured around 3 main moves. 4. THE EVIDENCE for each move. 5. THE OBJECTION addressed (pre-empt). 6. THE ASK clearly stated. 7. THE BACKUP slides for likely questions. Do not pad. Tighter beats longer.
When to use: Day one of deck creation. · Best model: Claude.
Prompt 2
Slide-Per-Idea Audit
Most decks cram three ideas per slide. This prompt finds the violators.
Deck to audit: [PASTE DECK CONTENT slide by slide] AUDIENCE: [BRIEF] DECISION the deck is driving: [SPECIFIC] Audit: 1. ONE-IDEA-PER-SLIDE check. 2. THE OVERPACKED SLIDES that need to split. 3. THE SLIDES doing redundant work. 4. THE SLIDES that should be combined. 5. THE BURIED LEDE if it exists. 6. THE CUT CANDIDATES. 7. THE MISSING SLIDE the deck does not include. Do not rewrite slides. Surface issues; I rewrite.
When to use: After first draft, before any visual design. · Best model: Claude.
Prompt 3
Data Visualization Brief
Most data slides have the wrong chart type. This prompt names the right one.
Data context: DATA being shown: [BRIEF] WHAT THE AUDIENCE should conclude: [SPECIFIC] WHAT IS COMPARED (over time, across categories, by share): [BRIEF] DATA POINTS count: [#] CURRENT CHART used: [BRIEF] Produce: 1. THE CHART TYPE that fits this comparison. 2. THE WHY (line for trend, bar for comparison, area for cumulative). 3. THE SCALE choice and whether to start at zero. 4. THE ANNOTATIONS to highlight the key data point. 5. THE COLOR choice tied to the conclusion. 6. THE CHART TITLE that states the conclusion, not the data. 7. THE ALTERNATIVES if the first choice does not work. Do not make charts that obscure data. The chart should be readable in 5 seconds.
When to use: Before any data slide is designed. · Best model: Claude.
Prompt 4
Executive Summary Slide
Most executive summary slides waste the highest-value real estate. This prompt drafts the one slide that survives the meeting.
Executive summary context: DECK PURPOSE in one sentence: [BRIEF] KEY ASK or recommendation: [SPECIFIC] THE 3-5 SUPPORTING facts: [LIST] THE COUNTER-ARGUMENT I am addressing: [BRIEF] THE DECISION the audience must make: [SPECIFIC] Draft the slide: 1. THE HEADLINE: the recommendation in 8 words. 2. THE 3-4 BULLET points (or short paragraphs) supporting. 3. THE NUMBER that anchors the case. 4. THE ASK at the bottom. 5. THE PAGE NUMBER reference for backup slides. Do not pad. This slide survives the meeting; the rest may not.
When to use: After the rest of the deck is outlined. · Best model: Claude.
Prompt 5
Story Arc Builder
Most decks are list-of-facts. The good ones have a narrative. This prompt builds the story arc.
Story context: WHO is the protagonist (us, the customer, the industry): [BRIEF] WHAT IS THE CURRENT STATE: [BRIEF] WHAT IS THE COMPLICATION: [SPECIFIC] WHAT IS THE INSIGHT: [SPECIFIC] WHAT IS THE NEW PATH: [SPECIFIC] WHAT IS THE PROMISED LAND: [SPECIFIC] Draft the arc: 1. OPENING that establishes the protagonist. 2. THE COMPLICATION that makes the situation tense. 3. THE INSIGHT that reframes. 4. THE PATH FORWARD. 5. THE PROMISED LAND specific. 6. THE OBSTACLE we have to navigate. 7. THE TRANSITION to the ask. Do not force a story onto data. If there is no story, surface that.
When to use: Before drafting slides. · Best model: Claude.
Prompt 6
Q&A Pre-Mortem
Most deck delivery falls apart in Q&A. This prompt anticipates the questions.
Deck context: AUDIENCE: [WHO] MAIN ARGUMENT: [BRIEF] KEY WEAKNESS in the argument: [BRIEF] WHO IN THE AUDIENCE is most likely to push back and why: [BRIEF] WHAT THEY MIGHT KNOW that the deck does not address: [BRIEF] Produce a Q&A plan: 1. THE 5 HARDEST QUESTIONS they are likely to ask. 2. FOR EACH, the strongest version of the question. 3. FOR EACH, my answer drafted. 4. THE QUESTION I cannot answer well: how to handle. 5. THE QUESTION I should pre-empt in the deck. 6. THE BACKUP DATA I should have ready. 7. THE PARKING-LOT plan for questions that derail. Do not soften the hard questions. Practice the answer to the worst one.
When to use: Day before delivery. · Best model: Claude.
Prompt 7
Speaker Notes Drafter
Most presenters either read slides or wing it. This prompt drafts notes that hit the right balance.
Slide content: [PASTE SLIDE WITH TITLE AND BULLETS] AUDIENCE: [WHO] TIME PER SLIDE: [SECONDS] MY DELIVERY style: [BRIEF] WHAT I WANT THEM TO REMEMBER from this slide: [SPECIFIC] Draft speaker notes: 1. THE OPENING SENTENCE I say (not the bullet text). 2. THE EXTRA CONTEXT I add beyond the bullets. 3. THE STORY or example for this slide. 4. THE QUESTION I might ask the audience. 5. THE TRANSITION to the next slide. 6. THE BACKUP if a question lands here. 7. THE TIME CHECK. Do not script every word. Notes should anchor; not replace your voice.
When to use: Day before delivery. · Best model: Claude.
Claude paid tiers handle deck work well. For visual generation specifically, dedicated tools (Gamma, Beautiful AI) handle templates better.
What is the worst thing you can do with AI for slide decks?
Three patterns will kill deck delivery fastest.
- Letting AI generate slides without your audit pass. The recommendation gets buried; the audience misses the ask.
- Cramming three ideas per slide because AI did not push back. Use the Audit prompt to find violators.
- Reading speaker notes verbatim. Notes anchor; you deliver in your voice.
What if you want to take this further?
Each prompt above takes inputs you paste in. The next move is connecting AI to the deck systems.
Connectors are now standard
Claude, ChatGPT, and Grok all support connectors that let your AI read live data from your work tools (Gmail, Notion, GitHub, Asana, HubSpot, Stripe, and many more) instead of relying on you to paste context. For deck creators this means the AI can read your Google Slides or PowerPoint, your Notion brief library, your prior decks.
For presenters using slide decks, the connectors worth pairing with these prompts:
- Google Drive / SharePoint — reads prior decks and brief library.
- Notion connector — deck templates and brief docs.
- Gamma / Beautiful AI — specialty deck tools with template AI.
- Canva connector — for visual asset integration.
- Calendly connector — for presentation scheduling context.
What are common questions about AI for slide decks?
Should I use AI to write slides?
Use AI to outline and audit. Do not let AI generate templated slides with vague bullets.
Which AI tool is best for slides?
Claude Pro for outline and audit. Gamma or Beautiful AI for visual template generation.
Is my deck data safe?
Paid plans with no-training terms appropriate. For sensitive client decks, verify firm policy.
Can AI replace deck designers?
AI compresses some design work. Strategic deck design (the argument, the story arc, the data visualization choice) still benefits from human judgment.
Will my audience know I used AI?
Sophisticated audiences detect AI rhythm in slide titles and bullets. The Outline Drafter and Slide-Per-Idea Audit prompts are built to fight this.
Can AI generate charts?
AI can describe the right chart type. Building the chart from data still requires your tools.
How long to build the deck-AI loop?
Two weeks. Start with the Outline Drafter and the Q&A Pre-Mortem.
The AI Prompt Library · $39
Slide deck workflows, prompt-paved.
Soon to be 1000+ prompts in Notion organized by use case. The full deck section includes everything above plus prompts for board decks, sales pitch decks, fundraising decks, conference talks, and training deck design. Plus prompts for every other field. Lifetime access.
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Sources to read next?
- Anthropic prompt engineering documentation · official prompt guide
- Edward Tufte: Visual Display of Quantitative Information · framework for the data visualization prompt
- Nancy Duarte: Resonate · framework for the story arc prompt
- Anthropic: Introducing Connectors · connector context
- Barbara Minto: The Pyramid Principle · framework for the executive summary prompt
You might also like
- AI Prompt Library · the full library this post pulls from
- Best AI Prompts for Consultants · the consulting-deck companion
- Best AI Prompts for PMs · for PM presentation work
- Best AI Prompts for Sales · for sales pitch decks
- How to Edit AI Out of Your Writing · cleanup before delivery
- Prompt to Workflow: The AI Ladder · graduate prompts into workflows
- Best AI Prompts for Meeting Notes · for post-presentation follow-up
Two ways to go further
The AI Prompt Library
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