LinkedIn Hooks

Curiosity Tease Hooks for AI / ML Founders That Work

This page collects real curiosity tease hooks from viral LinkedIn posts by people in AI and ML. You’ll see 28 examples, with an average of 687 reactions, so you can study what already earned attention.

These openings work because they create a small gap. They hint at a tool, risk, shift, or belief the reader wants to check. That pause can drive dwell time, comments, and saves.

28real examples

687avg reactions

2.3xx the corpus average

By Linqin Updated Aug 2026

Real examples from viral posts

Every example below went viral on LinkedIn. Ranked by real reactions, re-checked on a rolling schedule.

If you like Claude Code/Codex and have at least 32GB of RAM: please run Qwen3.5-35B-A3B locally.

Julien Chaumond

CTO at Hugging Face

Why it works: This hook names Claude Code, Codex, RAM, and Qwen3.5-35B-A3B, so the tease feels concrete right away.

3.6k165Read post

As more people come to recognize the tells of AI, which mostly happens as you start to work with AI a lot, the scales are going to fall from their eyes and they are going to realize what some of us already see: how much of this site (and blog posts, articles, papers) are AI now.

Ethan Mollick

Associate Professor at The Wharton School. Author of Co-Intelligence

Why it works: This hook makes readers wonder how much AI content they’re already missing in the feed.

2.7k350Read post

If you use AI to write an introductory note to me, it simplifies my life. I simply delete it (or even more simply, just ignore it).

Don Norman

Board member NN/g (Nielsen Norman group) and DNDA (Don Norman Design Award--and Summit)

Why it works: This hook turns a common AI habit into a sharp social signal, which invites agreement and pushback.

2k156Read post

If you want AI adoption, stop asking: “What tools do you want?” Start asking: “Show me your clicks.”

Pete Sena

Chief AI Officer - I help operators escape the bottleneck of their own brain.

Why it works: creates curiosity by contrasting questions and reveals a practical outcome.

1.2k95Read post

Google has open-sourced Android Skills - a repository of AI-optimized, modular instructions designed to help LLMs better understand real-world Android development patterns.

Android Engineers

9,872 followers

Why it works: Curiosity about a concrete resource and its implications invites engagement.

1.1k6Read post

Claude is the smartest AI right now. But 90% use it like ChatGPT. Steal these prompts ↓

jessie van breugel 🟣

I help coaches + service providers turn LinkedIn into their #1 client-acquisition channel | start with the system in my featured section

Why it works: Teases a valuable asset to trigger engagement and action.

845817Read post

Google just gave AI a whole new playground. The Google AI Ecosystem is bigger than most people realize and if you’re not using these tools, you’re leaving serious productivity on the table.

Amit Rawal

Google AI Transformation Leader | Former Apple | Stanford | AI Educator & Keynote Speaker

Why it works: Curiosity and list tease build anticipation for tool details.

84151Read post

As AI eats more of product building (autocompleting code -> writing 100% of code -> reviewing its own code -> deciding what to build -> judgement to know what is good/great), where will human brains be most needed moving forward? (Until AGI 😵‍💫)

Lenny Rachitsky

Deeply researched no-nonsense product, growth, and career advice

Why it works: Creates an information gap prompting curiosity about future needs.

680162Read post

🎙️ Grateful to Fast Company, (Bryan Lufkin, Jonathan Gluck, Joshua Christensen, and the entire team) for this conversation. The timing feels urgent: as AI agents proliferate and workforce displacement anxiety hits new highs, the question isn't whether to integrate AI , It's how we do it with intention.

FAISAL HOQUE

Founder, SHADOKA & NextChapter | Executive Fellow, IMD Business School | 3x Deloitte Fast 50/500™ | #1 WSJ/USA Today Bestselling Author (11x) | Humanizing AI, Innovation & Transformation

Why it works: Provides contrasting examples to illustrate a strategic design philosophy and fosters reflection.

61354Read post

الذكاء الاصطناعي هو المستقبل.. و دورنا ليس فقط اتباع تنبؤات المستقبل، بل المساهمة في صناعة مستقبل افضل.

Adwa AlDakheel

Founder & CEO @ Falak Investment Hub | MBA | Entrepreneurship & Angel Investments

Why it works: Uses a narrative of collaboration and strategic questions to build curiosity about a partnership outcome.

53929Read post

A famous Princeton study revealed something disturbing. When people were not rushed, about 63% stopped to help someone in distress.

Oswald J.

I help manufacturing leaders scale output using systems and AI | Director of Operations | Manufacturing & AI Advisor| Increase Profits by $15M+ | Lean Six Sigma Black Belt

Why it works: creates a thought-provoking contrast and prompts reflection.

49045Read post

This looks like science fiction 🌲

Joseph Michael

Venture Partnerships at Google

Why it works: Implements a forward-looking example to spark wonder and credibility.

43235Read post

Do Email deliverability scripts work? This is proof.

Larry Kim

CEO, Customers.AI | 10x more accurate visitor identification plus an AI audience management agent that drives higher revenue, better ROI, and stronger email deliverability.

Why it works: Teaser claims with demonstration create strong curiosity and credibility.

384112Read post

I use AI all day. Here's what actually works vs what's overhyped:

Dan Martell

📘 Bestselling Author (Buy Back Your Time) 🚀 Building AI startups @Martell Ventures ⚙️ 3x Software Exits • $100M+ HoldCo 💬 DM "COACH" if you're looking to scale

Why it works: Ranked tiers and explicit recommendations create clarity and debate.

378110Read post

🚨 OpenAI CEO Sam Altman just defended AI energy use with a comparison that’s getting a lot of attention.

Evolving AI

123,533 followers

Why it works: Provokes thought with a provocative comparison and invites discussion.

324101Read post

"Why AI is unlikely to become conscious". In my new main-stage TED talk, just released, I outline why we are biased to overattribute consciousness to (some kinds of) AI, why the basic assumption that consciousness is a form of medium-independent computation is likely wrong, why consciousness might depend on our nature as living creatures - and the ethical consequences of real artificial consciousness (bad) and conscious-seeming AI (also bad, but different). Watch the talk here: https://lnkd.in/

Anil Seth

Professor of Cognitive and Computational Neuroscience at the University of Sussex. Author Being You - A New Science of Consciousness. Dreamachine Lead scientist. Advisor to Conscium Ltd.

Why it works: Teasers a controversial claim to spark curiosity and debate.

32033Read post

An investor recently told me something that broke my heart...

Charles Maddock

CEO @ Strawberry Browser

Why it works: Creates an information gap and emotional tension to draw readers in.

28828Read post

IMPORTANT - Saudi Arabia just made a serious move in AI.

Roberto Croci

Senior Director @ Public Investment Fund | Executive MBA | Transformation, Value Creation, Innovation & Startups

Why it works: Hints at strategic implications to provoke discussion.

25397Read post

The world of AI is full of paradoxes right now.

Krishna M.

AI Partner @ Elevation Capital | 2x Founder (IPO + Acquired) | Ex-Meta, Cohesity

Why it works: Engages with a provocative overview that invites readers to seek explanations.

25128Read post

Humility and cultivation of mentors are among the attributes that NYU Shanghai Associate Professor @Han Shen Lin says separate the strongest students from the rest.

World Economic Forum

5,563,085 followers

Why it works: Invites engagement by posing a question and sharing insight.

24915Read post

I watched an AI agent build a production-ready app in minutes. Frontend. Backend. Database. Logic.

Igor Buinevici

Brand partnership • I help founders scale their businesses | Top 10 LinkedIn AI/Tech Creator Worldwide & #1 Finance LinkedIn Creator Globally | Founder @ Wild Capital | ex-Goldman | LSE Alumnus

Why it works: Promises tangible capability demo; highlights specific features generating curiosity.

243188Read post

AI isn’t coming. It’s already here. If you’re not using AI tools in your daily workflow yet, you’re probably spending more time than you need to.

Vipin Yadav

CSE Graduate|| Data Science|| Python|| Data Analytics|| Power BI|| Data Engineer|| Machine Learning || Open for Collaboration

Why it works: Provides actionable steps and prompts reader to participate with questions.

24238Read post

Websites today load wildly differently than in the 90s.

Laurie Kirk

researcher @google; serial complexity unpacker

Why it works: Nudges curiosity with a layered narrative and technical specifics.

23310Read post

🧠 Thinking Patterns For AI Prompts (Library) (https://lnkd.in/dZVWVdi2), a fantastic library with frequent real-life scenarios that emerged from 100s of real conversations to make AI interactions actually useful and valuable , making people think more, not less to drive most value from AI. Kindly put together by Tey Bannerman.

Vitaly Friedman

Practical insights for better UX • Running “Measure UX” and “Design Patterns For AI” • Founder of SmashingMag • Speaker • Loves writing, checklists and running workshops on UX. 🍣

Why it works: Provides a resource and credibility through author curation, encouraging saves and shares.

22310Read post

Make one yours

Pick an example above or paste your own draft, tell us your topic, and get a version written for you.

You used your free remixes

Create a free account to keep going, no card needed.

Create free account

How the curiosity tease hook works

A curiosity tease hook opens with an unfinished thought. It gives enough detail to feel useful, then holds back the full answer.

For AI / ML Founders, this often means naming a model, workflow, product shift, or hidden user behavior. The reader thinks, “Wait, what’s the catch?” and keeps reading.

Use this pattern when your post has a clear reveal. It can be a prompt stack, a founder lesson, a benchmark surprise, a workflow, or a strong take on AI adoption.

The common mistake is being vague. “AI is changing everything” gives people no reason to stay. A stronger hook points to something specific, like Claude, Android Skills, local models, clicks, or code review. Specifics make the tease feel earned.

Curiosity Tease vs. avg

Curiosity Tease

687

Avg

296

Based on our library of 4,996 viral LinkedIn posts. Engagement re-verified 2026-08-03.

Write your own

Name the exact AI tool, model, workflow, or behavior your reader already cares about.
Open a clear gap between what people think and what you’ve seen in practice.
Hold back the payoff until after the first line, so the reader has a reason to expand.
Make the next line pay off fast with proof, steps, or a sharp example.
Use the first comment for links, prompts, or resources so the main post stays easy to read.
Check the hook on mobile and cut any setup that slows the first hour.

Frequently asked questions

Why is curiosity important when using AI?

Curiosity helps you test AI instead of accepting the first answer. For founders, that means asking better follow-up questions, checking edge cases, and finding workflows others miss. On LinkedIn, curiosity also pulls readers into the post because they want to see the reveal.

What is a hook in AI?

A hook in AI content is the opening line that makes someone stop scrolling. It might point to a model, prompt, agent, product lesson, or risk. A strong hook gives a clear reason to keep reading before the feed pulls the reader away.

What sparked your interest in AI?

For many founders, interest starts when AI saves time on a real task. Code, research, support, notes, design feedback, and sales replies are common entry points. The best LinkedIn hooks often begin with that kind of lived moment because it feels real.

What is a hook in an essay AI?

In an AI-written essay, the hook is the first sentence or opening idea that draws the reader in. It can be a question, claim, story, or surprising fact. The same rule applies on LinkedIn, the hook must make the next line feel worth reading.

How do AI / ML Founders use curiosity tease hooks on LinkedIn?

They tease a useful reveal tied to a real founder problem. That could be a model worth trying, a product lesson from user behavior, or a workflow that saves time. The hook earns attention when the rest of the post gives the promised detail.

How we build this data

Our library collects LinkedIn posts that actually earned high engagement, deduplicates them, and re-checks their reaction counts on a rolling schedule. Every number on this page comes from that dataset, none of it is estimated.

Meet Linqin

Post like this every day, on autopilot

Linqin drafts posts in your voice, comments in your niche, and turns the people who engage into warm leads.

Get started No card to start. Set up in three minutes.