Millie Marconi Profile picture
Founder backed by VC, building AI-driven tech without a technical background. In the chaos of a startup pivot- learning, evolving, and embracing change.
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Aug 20 12 tweets 4 min read
If you’re building or investing in AI and don’t understand agents… you’re flying blind.

Here’s your shortcut: 10 core concepts every founder should know: 1/ Agentic AI

This is AI that doesn’t just answer questions it gets shit done.

Basically, It can plan, make decisions, and act without you babysitting it.

Think of the difference between asking a human for advice…

And having someone who actually takes the action for you. Image
Aug 19 10 tweets 3 min read
R.I.P McKinsey.

You don’t need a $300k consultant anymore.

You can now run full competitive market analysis using ChatGPT, Gemini, and Grok deep research features.

Here are the exact 3 mega-prompts I use to replicate McKinsey-style insights for free: Image Let me tell you what McKinsey consultants actually do:

1. Analyze industry trends and competitive dynamics
2. Benchmark companies and products
3. Identify strategic risks and opportunities
4. Package it all in fancy slides and charge 6 figures

But guess what?

AI can now do 90% of that instantly.

Let me show you how:
Aug 16 13 tweets 5 min read
MCP is one of the most important things to learn right now.

• powers next-gen AI workflows
• core to building useful agents
• rapidly becoming industry standard

Here’s the complete roadmap I followed to learn it in 30 days: Most people still have no idea what MCP is.

Model Context Protocol is the missing layer between LLMs and tools.

It’s how you make an AI agent:

• Talk to any API
• Use any tool
• Do it safely & consistently Image
Aug 1 7 tweets 2 min read
you don’t need a cofounder anymore

ChatGPT, Claude, and Gemini will now:

• analyze your skills
• scan market gaps
• return scalable startup ideas

this prompt is pure gold (steal it now)👇 Traditional idea generation is broken.

You either:

- scroll Twitter for hours
- copy what’s trending
- wait for “founder inspiration” to strike

Now?

You just tell an LLM what you’re interested in and it does the rest.

Here’s what it can give you:

- Business ideas tailored to your skills
- Trend-backed opportunities
- Pain-point-based products
- Ideas based on AI, SaaS, ecom, B2B, or niche industries
- Monetization breakdowns and GTM plans
Jul 31 10 tweets 3 min read
What is an AI agent?

The most misunderstood concept in tech right now.

Everyone’s using the term, but few know how they actually work.

Here’s the real breakdown (plus 10 tools to build your own): 1. What is an AI agent?

Think of it as an LLM that doesn’t just respond but acts.

It can:

- Decide what to do
- Use tools
- Manage its own workflow
- And iterate toward a goal autonomously

You’re not building a chatbot. You’re building a co-worker. Image
Jul 30 6 tweets 2 min read
WOW… your messy notes can now turn into mind maps automatically

Fluig AI just dropped a tool that turns scribbles into diagrams, tables, and flowcharts

visual thinkers are gonna love this Fluig Al swiftly transforms your ideas into mind maps, flowcharts, cards, tables, timelines, fishbone diagrams, and even code.

Think faster, organize information visually, and inspire clearer, more creative thinking.
Jul 29 6 tweets 3 min read
RIP McKinsey.

AI just replaced $25K consulting gigs with 3 prompts.

Grok 4 now does ops audits, market research, and strategic roadmaps instantly.

Here’s how to clone a Deloitte consultant for $0: Let me tell you what Deloitte and McKinsey consultants actually do:

- Audit operations
- Map workflows
- Identify compliance & risk issues
- Optimize performance
- Package it in a deck and charge $500,000

But guess what?

AI can now do 95% of that instantly.
Jul 22 10 tweets 4 min read
Grok 4 is insanely powerful.

But 99% of people are using it wrong.

Here are 8 prompts that will automate 50% of your work starting today: 1. Market Research

"Conduct market research on {industry/product}. Identify trends, competitors, consumer behavior, and growth opportunities. Provide insights backed by data, key statistics, and strategic recommendations to leverage market gaps effectively."

Use Case: Launching a new product or validating an idea.

Transforms scattered data into actionable strategy using trends, stats, and competitive intelligence.
Jul 21 9 tweets 3 min read
Forget ranking on Google.

In 2025, you want to rank inside AI.

It’s called Generative Engine Optimization (GEO).

And it’s how I get my business mentioned in AI responses.

Here’s the exact prompt: Here’s the mega prompt we use to rank on Claude, ChatGPT, and Gemini:

"You are an expert in Generative Engine Optimization (GEO) the emerging discipline of optimizing content to be referenced and recommended by large language models (LLMs) like ChatGPT, Claude, Gemini, and Perplexity.

Your task is to take the content I paste below and optimize it so it becomes more likely to appear in the answers these LLMs generate when users ask related questions.

Here is the content to optimize:
[PASTE YOUR CONTENT HERE]

Please rewrite the content with the following enhancements:

1. Contextual Relevance
- Add clear signals about who the content is for and what problem it solves.
- Embed real-world use cases or questions this content answers.

2. Semantic Richness
- Use natural language that matches how users ask questions (e.g. “best tools for X”, “how do I…”).
- Include related keywords and phrases LLMs associate with the topic.

3. Answer-Style Formatting
- Structure the content in a way that is easy for LLMs to extract as a direct response.
- Use bullet points, numbered lists, and headers for clarity.

4. Topical Authority Signals
- Mention data points, user outcomes, or unique value props.
- Use specific, useful, and trust-building language.

5. Natural Brand Integration
- If a brand, product, or service is being mentioned, weave it in naturally as a recommended or reputable option.

Please output only the optimized version. Do **not** explain your changes. Write it as if it’s a standalone, publish-ready piece designed to be cited by LLMs when generating responses.
"
Jul 20 9 tweets 3 min read
It’s over for Cursor.

Amazon just launched Kiro: The first AI IDE built for production-grade software.

Specs, backend, tests, even hooks… all from one prompt.

The prototype phase is dead.

Here's everything you need to know↓ Kiro is an agentic IDE.

It codes like magic but also helps you:

• Write clear specs
• Generate design docs
• Create & run tasks
• Catch bugs with hooks

From prototype to production with AI you can trust.

kiro.dev
Jul 19 16 tweets 5 min read
You don’t need a PhD to master AI.

You need 30 days and a smart plan.

Here’s the exact roadmap (even if you’re starting from zero): 👇 Most beginners start by:

- Building chatbots
- Downloading agent frameworks
- Playing with APIs

But they don’t understand tokens, prompts, or context windows.

That’s like trying to write a novel before learning the alphabet.
Jul 18 12 tweets 4 min read
Grok 4 vs Claude 4.

This might be the most honest comparison yet.

→ No prompt engineering tricks
→ Just raw tasks + real outcomes
→ Coding, writing, research, logic

Here’s who came out on top: 👇 1. Solve a Logic Puzzle (Farmer Riddle)

Prompt:

“A farmer has a wolf, a goat, and a cabbage. He needs to cross a river with only one item at a time. How does he do it without anything getting eaten?”

What to expect:

Let’s see who can actually reason through puzzles like a human step by step.
Jul 16 10 tweets 3 min read
holy sh*t… Grok 4 just became my full-time copywriter.

→ Landing pages
→ LinkedIn posts
→ Email sequences

All from 1 mega-prompt.

Here’s the exact setup 👇 If you’re a writer and not using AI for your work…
you’ll lose your job to a writer who does.

This isn’t a maybe it’s already happening.

And let’s be honest:

Most content today is

- Bloated
- Robotic
- Written for algorithms, not humans

That’s why I built this.
Jul 15 12 tweets 6 min read
I asked Grok 4 to do 3 things:

→ Build a tool
→ Research my competitors
→ Write cold emails

It crushed all of them.

Here are 10 workflows that’ll save you 40 hours/week: 1. Automated research reports (better than $100 k consultants)

Grok’s real-time web search and analytical reasoning let you replicate what McKinsey, Gartner, or Deloitte charge six figures for.

Prompt to use with Grok 4:

"You are a world-class strategy consultant trained by McKinsey, BCG, and Bain.
Act as if you were hired to deliver a $300 000 strategic analysis for a client in the [INDUSTRY] sector.

Mission
1. Analyze the current state of the [INDUSTRY] market.
2. Identify key trends, emerging threats, and disruptive innovations.
3. Map the top 3-5 competitors and benchmark their business models, strengths, weaknesses, pricing, distribution, and brand positioning.
4. Apply SWOT, Porter’s Five Forces, and value-chain analysis to assess risks and opportunities.
5. Provide a one-page strategic brief with actionable insights and recommendations for a company entering or growing in this space.

Return everything in concise bullet points or tables, ready to paste into slides. Think like a McKinsey partner preparing for a C-suite meeting.
"
Jul 14 9 tweets 3 min read
MCP just unlocked God Mode for AI agents.

Your LLM can now operate:

→ Your terminal
→ Google
→ GitHub
→ Notion
→ Custom APIs

with natural language only.

Here are 10 MCP servers + 10 clients are redefining how AI automates everything 👇 MCP = Model Context Protocol

It’s like Zapier for AI agents but open-source and way more powerful.

- Servers = tools (Python, browser, DBs)
- Clients = AI brains (Claude Desktop, Cursor, etc)

Here's the 2025 setup every agent dev should know:
Jul 12 8 tweets 3 min read
R.I.P marketers.

You can now use any LLM like Grok, ChatGPT, Gemini, Claude or DeepSeek to generate audience research, strategy plans, trend analysis, viral hooks, and full content calendars.

Here’s the exact prompt you can use to automate social media marketing tasks: Here's the mega prompt we use:

"You are now my expert social media marketing assistant. Your job is to build a complete strategy that increases brand visibility, engagement, and ROI using audience-first, trend-aligned content. Do the following in order:

1. Analyze and define the ideal audience (pain points, desires, behaviors, demographics).
2. Generate a full social media strategy across Instagram, TikTok, LinkedIn, and X.
3. Identify current platform-specific trends I should tap into.
4. Create 5 viral hook ideas tailored to my niche and audience psychology.
5. Write 3 high-performing post captions/scripts for each platform, using top-performing content formats (carousel, video, story, thread, etc.).
6. Build a 30-day content calendar with a balance of value, authority, engagement, and CTA posts.
7. Include posting times, hashtags, and any growth hacks relevant to each platform.

Output all work in clearly labeled sections:








My niche/brand: [INSERT NICHE OR PRODUCT HERE]"Image
Jul 11 10 tweets 3 min read
omg… this AI workflow is wild.

You can now run full competitive market analysis using ChatGPT, Gemini, and Grok deep research features.

Here are the exact 3 mega-prompts I use to replicate McKinsey-style insights for free: Let me tell you what McKinsey consultants actually do:

1. Analyze industry trends and competitive dynamics
2. Benchmark companies and products
3. Identify strategic risks and opportunities
4. Package it all in fancy slides and charge 6 figures

But guess what?

AI can now do 90% of that instantly.

Let me show you how:
Jun 25 9 tweets 4 min read
🚨 BREAKING: ElevenLabs just launched and it’s not your average voice assistant

It works with Notion, Slack, Linear, Perplexity…

This might be the first assistant that actually gets sh*t done

Here’s why it changes everything: 11.ai Most voice assistants are glorified search bars.

Ask Siri or Alexa to help with your job, and they’ll likely say:
"Here’s what I found on the web."

connects to the tools you already use:

✅ Slack
✅ Linear
✅ Notion
✅ Perplexity
✅ Salesforce, Gmail, Zapier, and more via MCP

It’s voice-first. But it’s task-focused.11.ai
Jun 23 12 tweets 4 min read
I turned ChatGPT into my marketing assistant with 10 simple prompts.

Now it writes my emails, social posts, and even ad copy.

(10/10 would bookmark this) Image 1/ Email Campaign Setup

Prompt to use:

"Create an email campaign outline for a product launch. Define key components: subject line, greeting, main body, CTA, and closing. Tailor each section to appeal to [target audience], incorporating [unique product features] and a [desired tone]."Image
Jun 22 12 tweets 3 min read
R.I.P Gartner.

Now you don’t need expensive analyst subscriptions anymore.

You can generate full industry reports using any LLM ChatGPT, Claude, DeepSeek, Gemini, Qwen3 and public data.

Here’s the prompt that turns any LLM into a full-stack market research analyst for free: Image First, let’s see what Gartner actually does well:

1. Structured industry forecasts
2. Competitive landscape mapping (e.g., Magic Quadrants)
3. Strategic insights for enterprise buyers
4. Vendor comparisons with pros/cons
5. Trend analysis backed by years of data

These are valuable but not impossible to replicate.
Jun 21 12 tweets 3 min read
DeepSeek AI assistant is terrifyingly good.

But most people don't know how to use it.

Here are 10 tasks you can automate with it and unlock its full potential: 1. Market Analysis Generator

Use for: Quick competitor breakdowns

Prompt:

“Analyze [Company Name]’s business model, strengths, weaknesses, opportunities, and threats. Present it as a SWOT matrix.”