PROMPT MASTERCLASS Β· THE 4 TYPES

Types of AI prompts:
Structured, Agentic,
Multistep & Multi-Agent.

Not every AI prompt should be written the same way. A quick email needs a different prompt than a business strategy. A lesson plan needs a different structure than a launch workflow.

Pick the right prompt type for your task. This is the central hub.

WHY IT MATTERS

Most beginners write prompts like this. And get generic outputs.

WEAK PROMPT
weak.md
Write a marketing plan.

No role. No context. No format. The model has to guess what kind of "plan" you want β€” so it picks the most generic one.

BETTER PROMPT
better.md
Act as a {{senior B2B marketing strategist}}.

# Context
- Product: {{$49 prompt pack for freelancers}}
- Audience: {{solo freelancers, 6 mo–4 yr in}}
- Budget: $1,500/mo
- Channels available: LinkedIn, X, newsletter

# Task
Build a 90-day acquisition plan in phases:
1. Audience clarity
2. Offer + messaging
3. Channel sequencing
4. Weekly content cadence
5. Conversion path

# Format
Phase header β†’ key actions β†’ metric.
Flag risks at each phase.

Role, context, task, format, constraints. The model has everything it needs to give a sharp answer.

Prompt types help you choose the right level of instruction. Sometimes you need one clean answer. Sometimes a strategy. Sometimes a complete workflow. Sometimes multiple specialist agents working together.

Learn the formula β†’
AT A GLANCE

The 4 main types of AI prompts.

Prompt type
Best for
Output style
Difficulty
Example use
Structured
For fast, specific outputs.
One complete output
Beginner
Write an email, product description, checklist
Agentic
For expert thinking, analysis, and audits.
Strategic, role-based output
Intermediate
Act as an SEO auditor, product strategist
Multistep
For workflows with several phases.
Step-by-step deliverable
Intermediate
Build a content calendar, launch plan
Multi-Agent
Multiple specialist agents working in sequence.
Multiple experts, one workflow
Advanced
Blog production engine, sales funnel
TYPE Β· 01Structuredβ˜… Best for beginners

Structured Prompts

A direct, clearly formatted prompt designed to produce one specific output. Use it when you already know what you need and want the model to produce it quickly.

Write a professional emailCreate a weekly reportGenerate a product descriptionDraft a lesson planSummarize a documentRewrite a message
Best for
A fast output
Email, headline, checklist, summary.
A specific format
Table, bullet list, script, template.
A single deliverable
Blog outline, product description, report.
Beginner-friendly prompting
Easy copy-paste prompt templates.
The formula
structured-formula.md
# Role
Act as a {{[ROLE]}}.

# Task
I need help with {{[TASK]}}.

# Context
{{[BACKGROUND INFORMATION]}}

# Output
Create {{[SPECIFIC OUTPUT]}}.
Format it as {{[FORMAT]}}.

# Constraints
{{[CONSTRAINTS]}}
Worked example
meeting-followup.md
Act as a {{professional email writer}}.
Write a follow-up email for a meeting I attended.

# Context
- Meeting topic: {{topic}}
- Attendees: {{list}}
- Key decisions: {{decisions}}
- Action items: {{owners + deadlines}}
- Open questions: {{open items}}

# Format
Subject Β· Opening Β· Decisions Β· Actions
Open items Β· Clear next step.

# Constraints
- Professional, concise, scannable.
- No corporate jargon.
When to reach for it

Good signals

  • "Write this email."
  • "Create this checklist."
  • "Rewrite this paragraph."
  • "Generate 10 title ideas."
  • "Create a table comparing these options."
  • The task has a clear beginning and end.
Common mistake
WEAK
Write an email.
BETTER
Act as a professional email writer. Write a polite follow-up email after a client discovery call. Include thank-you, summary, next steps, soft CTA. Under 150 words.
ExploreBrowse structured promptsEmail use caseWriting use caseSee all 3,440 structured prompts β†’
TYPE Β· 02Agentic

Agentic Prompts

Tells the AI to act as a specialist β€” advisor, strategist, auditor, coach, expert. Instead of just producing output, the model thinks from a professional role. Useful when the task needs judgment, prioritization, critique, or expert reasoning.

Act as an SEO auditorAct as a product strategistAct as a hiring managerAct as a YouTube growth consultantAct as a code reviewerAct as a curriculum designer
Best for
Expert analysis
SEO audit, code review, business idea validation.
Strategic advice
Marketing strategy, pricing, hiring plan.
Coaching
Career feedback, productivity coaching.
Review & critique
Landing page audit, JD audit, content gap audit.
The formula
agentic-formula.md
# Role
Act as a {{[SPECIFIC EXPERT ROLE]}}.

# Goal
Help me {{[OBJECTIVE]}}.

# Context
- {{[DETAIL 1]}}
- {{[DETAIL 2]}}

# Reasoning chain
1. Identify the main issue.
2. Explain the root cause.
3. Recommend the best option.
4. Give an action plan.
5. Flag risks or assumptions.

# Output
Diagnosis Β· Recommendation
Action plan Β· Risks Β· Next steps
Worked example
seo-strategist.md
Act as a {{senior SEO content strategist}}.

# Situation
- Niche: {{niche}}
- Audience: {{audience}}
- Problem: {{traffic flat, blog not converting}}

# Analyze in 5 steps
1. Identify the likely SEO problem.
2. Explain the cause.
3. Suggest top 5 content opportunities.
4. Recommend which pages to update first.
5. Build a 30-day action plan.

# Output
Diagnosis Β· Content gaps
Priority pages Β· 30-day roadmap
Mistakes to avoid.
When to reach for it

Good signals

  • "Analyze this landing page."
  • "Audit this job description."
  • "Review this code."
  • "Help me choose a business idea."
  • "Diagnose why this campaign failed."
  • Task needs thinking, not just writing.
Common mistake
WEAK
Act as an expert.
BETTER
Act as a senior SaaS pricing strategist who helps bootstrapped B2B founders design simple, profitable pricing pages.
ExploreBrowse agentic promptsSEO use caseHiring use caseSee all 2,820 agentic prompts β†’
TYPE Β· 03Multistep

Multistep Prompts

Breaks a larger task into a sequence of steps. Instead of asking the AI to do everything at once, you guide it through phases: research β†’ plan β†’ draft β†’ improve β†’ finalize.

30-day content calendarLaunch planBusiness planHiring workflowSEO pillar pageCourse outline
Best for
A complete workflow
Launch plan, content strategy, hiring campaign.
Multiple phases
Research β†’ outline β†’ draft β†’ edit.
Better thinking order
Diagnose before recommending.
Complex deliverables
Business plan, course outline, SEO pillar.
The formula
multistep-formula.md
# Complete this task in phases

STEP 1 β€” {{[FIRST PHASE]}}
Analyze {{[INPUT]}} and
produce {{[OUTPUT]}}.

STEP 2 β€” {{[SECOND PHASE]}}
Use Step 1 output to
create {{[OUTPUT]}}.

STEP 3 β€” {{[THIRD PHASE]}}
Use Step 2 output to
create {{[OUTPUT]}}.

STEP 4 β€” {{[FINAL PHASE]}}
Review everything and produce
the final deliverable.

# Rules
- Do not skip steps.
- Ask clarifying questions if needed.
- Always feed the previous output forward.
Worked example
content-calendar.md
Act as a senior content strategist.
Brand: {{brand}}
Audience: {{audience}}
Platform: {{platform}}

STEP 1 β€” Audience + goal
Analyze audience, buying intent,
content goal, key pain points.

STEP 2 β€” Content pillars
Build 4 pillars with angle and
conversion path for each.

STEP 3 β€” Calendar
30-day calendar: Day Β· Topic Β·
Format Β· Hook Β· CTA Β· Pillar.

STEP 4 β€” Repurpose
Pick top 5 highest-potential posts
and suggest short-form, carousel,
and email versions.
When to reach for it

Good signals

  • "Create a full SEO content plan."
  • "Build a 30-day launch plan."
  • "Create a complete lesson unit."
  • "Plan my hiring workflow."
  • "Design my sales funnel."
  • One prompt needs to produce a bigger asset.
Common mistake
WEAK
Create a full launch plan for my product.
BETTER
Step 1: Define launch audience. Step 2: Clarify offer. Step 3: Build messaging. Step 4: Create channel plan. Step 5: Write launch calendar. Step 6: Identify risks.
ExploreBrowse multistep promptsWorkflow promptsContent calendarSee all 1,940 multistep prompts β†’
TYPE Β· 04Multi-AgentAdvanced

Multi-Agent Prompts

Multiple specialist AI roles in sequence β€” each agent handles one part of a larger workflow. A blog production system might include a Keyword Researcher, Outline Architect, Content Writer, and Editor/SEO Optimizer.

Blog production engineSales funnel systemResearch workflowYouTube growth engineHiring campaign systemCompetitive intelligence
Best for
Advanced workflows
Blog engine, sales engine, launch system.
Multiple expert perspectives
Researcher, strategist, writer, editor.
Higher-quality outputs
Each agent improves one layer.
Repeatable systems
Monthly content engine, hiring engine.
The formula
multi-agent-formula.md
# 4-agent workflow

INPUTS
- Brand: {{brand}}
- Audience: {{audience}}
- Goal: {{goal}}

AGENT 1 β€” {{[ROLE]}}
Input: {{[INPUT]}}
Task: {{[TASK]}}
Output: {{[OUTPUT]}}

AGENT 2 β€” {{[ROLE]}}
Input: Agent 1 output
Task: {{[TASK]}}

AGENT 3 β€” {{[ROLE]}}
Input: Agent 2 output

# Rules
- Run in sequence.
- Each agent uses the previous output.
- Do not skip agents.
Worked example
blog-engine.md
AGENT 1 β€” Keyword Researcher
Task: Top 5 long-tail keywords, intent,
reader problem, best angle.
Output: Keyword list + 3 title options.

AGENT 2 β€” Outline Architect
Input: Use Agent 1 output.
Task: Full outline with H1, intro hook,
5-7 H2 sections, CTA, meta description.

AGENT 3 β€” Content Writer
Input: Use Agent 2 output.
Task: Write the post following outline.

AGENT 4 β€” Editor & SEO
Input: Use Agent 3 output.
Task: Score, fix weak sections,
internal links, readability pass.
When to reach for it

Good signals

  • Full blog article workflow
  • Product launch strategy
  • Sales funnel creation
  • Research report
  • SEO content system
  • Final output needs multiple thinking stages.
Common mistake
WEAK
Run only one agent and expect the full result.
BETTER
Run agents in order; each agent uses the previous agent's output. Don't skip; don't reorder.
ExploreBrowse multi-agentBlog production engineSee all workflowsSee all 214 multi-agent prompts β†’
DECISION MATRIX

Which prompt type should you use?

Your task
Best prompt type
Why
Write one email
Structured
Simple, fast, single output.
Rewrite a paragraph
Structured
Clear deliverable, one shot.
Generate 20 ideas
Structured
List output, single call.
Audit a landing page
Agentic
Needs expert judgment.
Review code
Agentic
Needs reasoning and critique.
Diagnose campaign failure
Agentic
Needs analysis from a role.
Create a 30-day plan
Multistep
Needs phases.
Build a launch strategy
Multistep
Needs sequence + dependencies.
Article: keyword β†’ final draft
Multi-Agent
Research, outline, writing, editing.
Build a sales engine
Multi-Agent
Multiple expert functions.
Monthly content operations
Multi-Agent
Repeatable system.
START HERE

Best prompt type for beginners.

If you're new to AI prompting, learn them in this order. Don't start with complex multi-agent systems if you're still figuring out the basics.

LEVEL Β· 01

Structured

For fast, specific outputs.

Beginner
LEVEL Β· 02

Agentic

For expert thinking, analysis, and audits.

Intermediate
LEVEL Β· 03

Multistep

For workflows with several phases.

Intermediate
LEVEL Β· 04

Multi-Agent

Multiple specialist agents working in sequence.

Advanced

Before any prompt type, learn to define Role Β· Context Β· Task Β· Format Β· Constraints. The 5-part formula is the foundation under everything below.

Learn the formula
BY AUDIENCE

What each prompt type looks like for you.

Audience
Structured
Agentic
Multistep
Multi-Agent
Freelancers
Proposal writer
Pricing strategist
Client onboarding workflow
Freelance growth system
Developers
Unit test writer
Code review assistant
Feature build workflow
Software delivery pipeline
Teachers
Lesson plan builder
PBL curriculum specialist
Unit planning workflow
Course design system
Marketers
Meta tag optimizer
Content gap auditor
Pillar page system
Blog production engine
HR Teams
JD writer
Hiring advisor
Interview process workflow
Recruiting campaign system
Creators
YouTube script writer
Channel growth consultant
30-day content calendar
YouTube growth engine
Entrepreneurs
Problem statement
Niche researcher
Customer discovery system
Startup launch system
Small Biz Owners
GST checklist prompt
Operations consultant
Business plan workflow
Business growth system
EXPLORE

Browse prompts by type.

Browse all 12,400 prompts
DON'T DO THIS

Common mistakes when choosing AI prompt types.

01

Using a structured prompt for a strategic problem

WEAK
Create a business strategy.
BETTER
Act as a business strategist. Analyze my business model, audience, pricing, acquisition channels, and constraints before recommending a strategy.
02

Using an agentic prompt without enough context

03

Asking for a full workflow in one step

04

Running multi-agent prompts out of order

05

Not reviewing AI output

FAQ

Asked by people who copy prompts every day.

01

What are the main types of AI prompts?

The four main types are Structured, Agentic, Multistep, and Multi-Agent. Structured prompts are best for fast outputs. Agentic prompts are best for expert thinking. Multistep prompts are best for workflows. Multi-agent prompts are best for advanced systems.

02

What is a Structured prompt?

03

What is an Agentic prompt?

04

What is a Multistep prompt?

05

What is a Multi-Agent prompt?

06

Which prompt type is best for beginners?

07

Which prompt type gives the best output?

08

Can I use the same prompt type in ChatGPT, Claude, and Gemini?

β˜… START HERE

Start with the right prompt type.

The fastest way to get better AI results isn't to write longer prompts. It's to choose the right prompt type for the task β€” then customize with your real context, audience, goal, format, and constraints.

Browse Structured β†’Browse Agentic β†’Browse Multistep β†’Browse Multi-Agent β†’