I have written this article by using various LLMs.

Prompt 1: Give me a list of frameworks that content creators on LinkedIn use to have better engagement.

Prompt 2: Just give a short list of the frameworks with abbreviations, this would help me in writing an article about all of them.

Prompt 3: Now give me a one liner for each.

Response from Perplexity:

Here’s a one-liner for each LinkedIn content framework:

STF (Storytelling Framework): Share relatable personal or professional stories with a clear takeaway to emotionally connect with your audience.
CTA (Call-to-Action Framework): Encourage specific actions like commenting, sharing, or answering a question to spark engagement.
EDF (Educational Framework): Provide actionable insights, tips, or solutions to address your audience’s pain points and add value.
4SLF (4-Step LinkedIn Framework): Hook readers, deliver value, add a CTA, and format for readability to keep posts engaging.
PIF (Poll and Interactive Framework): Use polls or interactive elements to encourage easy participation and boost impressions.
TAGF (Tag and Mention Framework): Tag relevant individuals or brands strategically to expand reach and foster collaboration.
DCF (Diverse Content Formats Framework): Mix text, images, videos, and documents to maintain variety and cater to different preferences.
Response from Claude AI:

AIDA (Attention, Interest, Desire, Action) — Guide your audience from attention to action with a proven four-step persuasive sequence.
3–1–3 (Three opening lines, One core message, Three takeaways) — Hook, deliver, and empower with a concise three-part structure that maximizes impact.
SLA (Story, Lesson, Application) — Transform personal experiences into universal lessons your audience can immediately apply.
CA (Contrarian Approach) — Stand out by challenging conventional wisdom with thoughtful, evidence-based alternatives.
PAS (Problem, Agitate, Solution) — Address pain points before presenting your solution to create maximum resonance.
LCF (LinkedIn Carousel Format) — Boost engagement with visually appealing, digestible content that invites deeper interaction.
VSQ (Value, Story, Question) — Deliver immediate value, support with storytelling, and spark conversation with a strategic question.
NLF (Numbered List Format) — Organize actionable insights into scannable, shareable lists that readers can easily consume.
BAB (Before, After, Bridge) — Create compelling content by contrasting problems with potential solutions and showing the path forward.
Response from Gemini:

CIII (Connect, Inform, Inspire, Interact): Hook your audience, provide valuable insights, spark motivation, and encourage interaction.
PAS (Problem-Agitate-Solve): Highlight a pain point, amplify its impact, and then offer a solution or perspective.
AIDA (Attention, Interest, Desire, Action): Grab attention, build interest, create desire, and prompt a specific action.
Response from ChatGPT:

HVCTA — Hook > Value > Call to Action
👉 Starts strong, delivers value, and ends with a call for engagement.
PAS — Problem > Agitation > Solution
👉 Highlights a problem, intensifies it, then offers a clear solution.
BAB — Before > After > Bridge
👉 Shows a transformation by revealing the before, after, and how it happened.
LF — Listicle Format
👉 Presents quick, digestible value through a numbered list format.
HTOF — Hot Take / Opinion Framework
👉 Shares a bold opinion to spark conversation and showcase thought leadership.
CMS — Chronological Micro-Story
👉 Tells a personal story in a timeline format to build connection and depth.
FRF — Framework Reveal Format
👉 Breaks down a method or process into actionable steps to teach and provide value.
MRS — Mistake > Realization > Shift
👉 Reflects on a past mistake, shares the lesson learned, and what changed after.
Response from Copilot:

STF (Storytelling Framework): Use authentic personal narratives to create emotional resonance.
DDI (Data-Driven Insights): Present research-backed information that builds credibility and informs your audience.
CP (Carousel Posts): Organize content into sequential slides to break down complex ideas visually.
PL (Polls): Engage your network by asking questions that invite meaningful input and spark discussion.
VC (Video Content): Leverage dynamic visuals and sound to tell compelling, engaging stories.
NL (Newsletters): Deliver consistent, value-packed insights directly to your audience for ongoing engagement.
CS (Case Studies): Share real-world examples and success stories to illustrate practical lessons and build trust.
Prompt 4: Now give me a consolidated list from all the content that I provided below. Please give it to me in a unique style or you are free to use a technique from the below mentioned ones. My LinkedIn post should go viral: [Add above mentioned content] — Did not give me the whole content.

Prompt 5: Please organize them in categories and then please give it to me in a unique style or you are free to use a technique from the below mentioned ones. My LinkedIn post should go viral. — Good response.

Responses:

  1. Perplexity: It used AIDA (Attention, Interest, Desire, Action). 🔥 Master LinkedIn Content Creation with These Frameworks 🔥 Attention: Want to skyrocket your LinkedIn engagement? Here’s the ultimate cheat sheet for content frameworks, categorized for clarity and impact.

1️⃣ Storytelling & Emotional Connection
STF (Storytelling Framework): Share relatable stories with clear takeaways to connect emotionally.
SLA (Story, Lesson, Application): Turn personal experiences into actionable lessons.
MRS (Mistake > Realization > Shift): Reflect on past mistakes, share lessons learned, and showcase growth.
CMS (Chronological Micro-Story): Use timelines to tell engaging personal stories.
2️⃣ Engagement-Driven Strategies
CTA (Call-to-Action Framework): Prompt specific actions like commenting or sharing.
PIF (Poll and Interactive Framework): Use polls or interactive elements to drive participation.
TAGF (Tag and Mention Framework): Expand reach by tagging relevant individuals or brands.
LCF (LinkedIn Carousel Format): Break down complex ideas visually with PDF carousels.
3️⃣ Educational & Value-Based Content
EDF (Educational Framework): Deliver actionable insights to solve audience pain points.
VSQ (Value, Story, Question): Combine value delivery with storytelling and strategic questioning.
FRF (Framework Reveal Format): Teach methods or processes step-by-step.
DDI (Data-Driven Insights): Share research-backed information to build credibility.
4️⃣ Persuasive & Thought Leadership
AIDA (Attention, Interest, Desire, Action): Guide your audience from attention to action seamlessly.
CA (Contrarian Approach): Challenge conventional wisdom with evidence-based alternatives.
HTOF (Hot Take / Opinion Framework): Share bold opinions to spark conversation.
5️⃣ Visual & Format-Based Frameworks
DCF (Diverse Content Formats Framework): Mix text, images, videos, and documents for variety.
BAB (Before > After > Bridge): Highlight transformations with clear contrasts.
CP (Carousel Posts): Organize content into sequential slides for better engagement.
VC (Video Content): Use dynamic visuals to tell compelling stories.
6️⃣ Listicle & Quick Value Delivery
NLF (Numbered List Format): Present actionable insights in scannable lists.
LF (Listicle Format): Share quick tips or steps for easy consumption.
Desire: These frameworks are your toolkit to dominate LinkedIn content creation — whether you’re building connections, educating your audience, or driving engagement.
Action: Which framework will you try first? Let me know in the comments below! And don’t forget to bookmark this post for future reference 🔖.

  1. Claude AI: 🚀 20+ VIRAL LINKEDIN CONTENT FRAMEWORKS (SAVE THIS POST!) I’m using the VSQ (Value-Story-Question) framework for this post — giving you immediate value with this comprehensive list, sharing my storytelling approach through the list itself, and inviting your engagement at the end!

📊 The Complete LinkedIn Content Framework Arsenal
Persuasion Frameworks
AIDA (Attention, Interest, Desire, Action) — Guide your audience from attention to action with a proven four-step persuasive sequence.
PAS (Problem, Agitate, Solution) — Address pain points before presenting your solution to create maximum resonance.
BAB (Before, After, Bridge) — Create compelling content by contrasting problems with potential solutions and showing the path forward.
Structural Frameworks
3–1–3 (Three opening lines, One core message, Three takeaways) — Hook, deliver, and empower with a concise three-part structure that maximizes impact.
SLA (Story, Lesson, Application) — Transform personal experiences into universal lessons your audience can immediately apply.
HVCTA (Hook, Value, Call to Action) — Start strong, deliver value, and end with a clear call for engagement.
CIII (Connect, Inform, Inspire, Interact) — Hook your audience, provide valuable insights, spark motivation, and encourage engagement.
MRS (Mistake, Realization, Shift) — Reflect on past mistakes, share lessons learned, and what changed afterward.
Formats & Visual Approaches
LCF (LinkedIn Carousel Format) — Boost engagement with visually appealing, digestible content that invites deeper interaction.
NLF (Numbered List Format) — Organize actionable insights into scannable, shareable lists that readers can easily consume.
CP (Carousel Posts) — Break down complex ideas into sequential visual slides for better understanding.
VC (Video Content) — Leverage dynamic visuals and sound to tell compelling stories that capture attention.
4SLF (4-Step LinkedIn Framework) — Hook readers, deliver value, add a CTA, and format for readability.
Engagement Tactics
VSQ (Value, Story, Question) — Deliver immediate value, support with storytelling, and spark conversation with a strategic question.
CTA (Call-to-Action Framework) — Encourage specific actions like commenting, sharing, or answering questions to drive engagement.
PIF (Poll and Interactive Framework) — Use polls or interactive elements to encourage easy participation and boost impressions.
TAGF (Tag and Mention Framework) — Tag relevant individuals or brands strategically to expand reach and foster collaboration.
Content Approaches
CA (Contrarian Approach) — Stand out by challenging conventional wisdom with thoughtful, evidence-based alternatives.
EDF (Educational Framework) — Provide actionable insights, tips, or solutions that address your audience’s pain points.
HTOF (Hot Take/Opinion Framework) — Share bold opinions to spark conversation and showcase thought leadership.
DDI (Data-Driven Insights) — Present research-backed information that builds credibility and informs your audience.
CMS (Chronological Micro-Story) — Tell personal stories in a timeline format to build connection and relatability.
CS (Case Studies) — Share real-world examples and success stories to illustrate practical lessons and build trust.
💡 Question for you: Which of these frameworks has gotten YOU the most engagement on LinkedIn? Drop your answer in the comments below!

LinkedInStrategy #ContentCreation #EngagementFrameworks #LinkedInTips #ViralContent

  1. Gemini: Alright, let’s categorize these LinkedIn framework powerhouses and then present them with a “Viral Remix” — we’ll take the essence of a DJ dropping different beats and styles to keep the energy high and the audience engaged.

LinkedIn Framework Fiesta: Categorized & Ready to Remix!

(Image: A vibrant graphic resembling a DJ’s mixing board with different framework names as controls and soundwave-like lines indicating engagement.)

Ever feel like your LinkedIn content is stuck on repeat? It’s time to drop a new track! We’ve got a whole DJ set of frameworks here, categorized to help you find the perfect rhythm for viral vibes:

I. The Storytellers’ Set (Connecting Through Narrative):

STF (Storytelling Framework): Unleash the power of your authentic tales to forge emotional bonds and leave lasting impressions. (Think: The soulful melody that resonates deeply.)
SLA (Story, Lesson, Application): Transform your experiences into wisdom your audience can immediately use — share, teach, empower! (Think: The empowering anthem that gets everyone singing along.)
CMS (Chronological Micro-Story): Take your audience on a brief journey through time, building connection with relatable progressions. (Think: The smooth transition that keeps the story flowing.)
MRS (Mistake > Realization > Shift): Be human, share your stumbles, and showcase growth — vulnerability builds trust and relatability. (Think: The honest and raw track that everyone can connect with.)
BAB (Before, After, Bridge): Paint a picture of transformation, highlighting the journey from problem to solution. (Think: The uplifting track that shows progress and hope.)
II. The Engagement Enforcers (Sparking Interaction):

CTA (Call-to-Action Framework): Don’t be shy — tell your audience what you want them to do! Comments, shares, opinions — ignite the conversation! (Think: The energetic beat that gets everyone moving.)
PIF (Poll and Interactive Framework): Make participation effortless and watch the engagement soar with quick, fun interactions. (Think: The interactive sound effect that gets everyone involved.)
TAGF (Tag and Mention Framework): Strategically amplify your reach by connecting with relevant voices and fostering collaboration. (Think: The collaborative track featuring other talented artists.)
Question-Oriented Framework: Dive straight into curiosity — pose compelling questions that your audience can’t resist answering. (Think: The intriguing riff that makes you stop and think.)
III. The Value Vendors (Delivering Knowledge & Solutions):

EDF (Educational Framework): Become the go-to resource by providing actionable insights and solutions to your audience’s challenges. (Think: The informative podcast embedded in the mix.)
NLF (Numbered List Format): Serve up digestible value in easily scannable lists — perfect for busy professionals. (Think: The organized playlist that’s easy to navigate.)
FRF (Framework Reveal Format): Pull back the curtain and share your methods and processes step-by-step. (Think: The behind-the-scenes look at how the magic happens.)
DDI (Data-Driven Insights): Establish credibility and inform your audience with compelling, research-backed information. (Think: The solid bassline grounded in evidence.)
VSQ (Value, Story, Question): Lead with helpful content, make it memorable with a story, and then spark discussion. (Think: The well-structured track with a clear message and a lingering question.)
IV. The Attention Architects (Grabbing Eyeballs):

AIDA (Attention, Interest, Desire, Action): The classic for a reason — guide your audience through a persuasive sequence. (Think: The timeless hit that always gets attention.)
HVCTA (Hook > Value > Call to Action): Get straight to the point, deliver immediate value, and then tell them what to do. (Think: The high-energy intro that gets straight to the beat.)
Hot Take / Opinion Framework (HTOF): Dare to be different! Share a bold perspective to ignite debate and showcase thought leadership. (Think: The controversial track that gets everyone talking.)
Contrarian Approach (CA): Stand out from the echo chamber by challenging norms with well-reasoned arguments. (Think: The unexpected genre twist that makes you listen closer.)
Diverse Content Formats Framework (DCF): Keep your feed fresh and cater to all preferences by mixing text, visuals, and videos. (Think: The dynamic set that keeps the energy levels varied.)
LinkedIn Carousel Format (LCF & CP): Tell a visual story and encourage deeper interaction with swipeable, digestible content. (Think: The visual album that unfolds with each swipe.)
Video Content (VC): Leverage the power of dynamic visuals and sound to captivate your audience and tell compelling stories. (Think: The music video that brings the message to life.)
V. The Consistency Crew (Building Long-Term Engagement):

Newsletters (NL): Cultivate a loyal following by delivering consistent, valuable insights directly to their inboxes. (Think: The regular podcast that your audience eagerly anticipates.)
Case Studies (CS): Showcase real-world successes and build trust by illustrating practical lessons with concrete examples. (Think: The detailed documentary that proves the concept.)
Technique Used: “Viral Remix” — Categorization with Engaging Analogies

We’ve organized the frameworks into thematic categories, using the analogy of a DJ set to make them more memorable and engaging. Each category and framework is described with a musical term or concept, aiming to create a vibrant and easily understandable overview. This approach adds a unique flair while clearly presenting the information. Now, go drop some viral beats on LinkedIn! 🎧🔥

  1. ChatGPT: Alright, let’s go full viral mode. We’re going to use the “CMS” framework — Chronological Micro-Story — which weaves a journey through the content, making it highly engaging, relatable, and irresistible to read through.

✍️ I Used 33 Content Frameworks in 6 Months — Here’s What Blew Up on LinkedIn
(A creator’s journey from invisible to unforgettable)

Month 1: Just Trying to Be Seen
I started by throwing spaghetti at the wall. Zero likes, no DMs. Then I discovered these OG frameworks:

🔹 The Classics (They work in any niche):

PAS — Highlight the pain, stir it, offer a fix.
BAB — Before the storm, after the glow-up, show the bridge.
AIDA — Lead from curiosity to conversion in 4 smooth steps.
HSLC — Hook, story, drop a gem, ask for engagement.
SLA — Turn your life lesson into their aha moment.
HVCTA — Grab attention → deliver gold → trigger action.
MRS — Mistake → Realization → Shift = authenticity bomb.
Month 2: I Became a Teacher (with Style)
People started to DM me saying, “I took notes on that post!”
That’s when I leaned into these:

🧠 Teaching & Value-First Frameworks:

  1. EDF — Share knowledge that solves a real problem.
  2. FRF — Drop your process like a mini-masterclass.
  3. DDI — Stats and data that make you look 🔥 smart.
  4. VSQ — Give value → wrap it in a story → ask a killer Q.
  5. NLF — A clean numbered list that’s impossible not to save.
  6. LF — Listicle gold — simple, scannable, savable.

Month 3: I Got Personal — and It Hit Different
A vulnerable post hit 40k views. Lesson? People connect with people.

📖 Human Connection & Storytelling Frameworks:

  1. STF — Stories with heart and a lesson that sticks.
  2. CMS — Timeline storytelling = bingeable content.
  3. PWI — Share your wins and what they taught you.
  4. CS — Case studies with real-world takeaways.
  5. MRS — (again) Mistake → Realization → Shift. Yes, it belongs here too.

Month 4: I Learned to Trigger the Algorithm
More interaction = more reach. These frameworks? Pure gasoline.

🎯 Engagement & Interaction Frameworks:

  1. CTA — Always tell people exactly what to do.
  2. PL / PIF — Polls that get you 100+ comments in hours.
  3. TOT — “This or That?” = instant debate in the comments.
  4. TAGF — Mention others. Bring them in. Expand reach.
  5. C/TP — Join trending challenges and watch your profile pop.
  6. CP / LCF — Carousels = content people save.
  7. VC — Videos make your personality shine.
  8. NL — Newsletters build a long-term audience.

Month 5: I Found My Voice
When you stop sounding like everyone else — you start getting noticed.

🧨 Bold & Standout Frameworks:

  1. HT/CP / HTOF — Bold takes spark deep discussion.
  2. CA — Say the opposite of the norm (and back it up).
  3. 3–1–3 — Quick setup, 1 key message, 3 takeaways = magic.
  4. CIII — Connect → Inform → Inspire → Interact.
  5. 4SLF — Hook → Value → CTA → clean formatting.

Month 6: I Became a Content Architect
I realized… it’s not just what you say. It’s how you package it.

💡 Content Format & Variety Frameworks:

  1. DCF — Mix text, images, carousels, video — keep it fresh.
  2. LCF — Yes, again — carousels win. Every. Single. Time.

⚡️My Advice?
📌 Save this.
🛠️ Use one new framework every week.
📈 Track what resonates.
And never underestimate a well-structured story.

👇 Drop a “🔥” if you’re using one of these next.
Or comment your personal favorite — I’ll feature it in Part 2: Frameworks from the LinkedIn Fam.

If you’d like, I can also turn this into a carousel format or a newsletter-style post that aligns with your content tone. Want me to cook that up?

  1. CoPilot: Here’s a viral-ready cheat sheet using our Viral Framework Categorization technique. This method groups the frameworks by purpose and impact — all in punchy, one-liner bites that are easy to scan and share. Perfect for a LinkedIn post destined to go viral!

— -

1. Narrative & Storytelling

  • STF (Storytelling Framework): Share authentic stories that forge deep emotional bonds.
  • SLA (Story, Lesson, Application): Transform personal anecdotes into universal, actionable lessons.
  • CMS (Chronological Micro-Story): Present your journey as a timeline to build trust and connection.
  • MRS (Mistake > Realization > Shift): Highlight missteps, share the learning curve, and reveal your transformation.
  • VSQ (Value, Story, Question): Fuse immediate value with a narrative punch, ending with a thought-provoking question.

— -

2. Educational & Informative

  • EDF (Educational Framework): Deliver actionable tips and expert advice to resolve challenges.
  • DDI (Data-Driven Insights): Bolster your message with reliable, research-backed data.
  • NLF (Numbered List Format): Break down insights into scannable, digestible lists for quick wins.
  • 3–1–3 (Three Opening, One Core, Three Takeaways): Hook your audience with a razor-sharp structure.
  • FRF (Framework Reveal Format): Demystify your methods with clear, step-by-step breakdowns.

— -

3. Engagement & Interactive

  • CTA (Call-to-Action Framework): Prompt your audience to act — comment, share, or respond — directly.
  • PIF/PL (Polls & Interactive Framework): Invite instant feedback with engaging polls and interactive elements.
  • TAGF (Tag and Mention Framework): Amplify reach by strategically tagging influencers or brands.
  • HVCTA (Hook, Value, Call-to-Action): Start with a magnetic hook, provide robust value, and end with a compelling CTA.
  • CIII (Connect, Inform, Inspire, Interact): Build genuine rapport while sparking lively interactions.

— -

4. Persuasion & Conversion

  • AIDA (Attention, Interest, Desire, Action): Seamlessly guide your audience from curiosity to decisive action.
  • PAS (Problem, Agitate, Solution): Uncover pain points, intensify their impact, and then present a clear solution.
  • BAB (Before, After, Bridge): Illustrate the transformation from problem to success with a clear pathway.
  • CA (Contrarian Approach): Challenge norms with disruptive insights that make people think.
  • HTOF (Hot Take / Opinion Framework): Drop bold opinions that spark conversation and showcase your thought leadership.

— -

5. Multi-format & Visual

  • 4SLF (4-Step LinkedIn Framework): Hook, deliver value, engage, and format for effortless readability.
  • CP/LCF (Carousel Posts/LinkedIn Carousel Format): Use sequential slides to break down complex topics into engaging visuals.
  • VC (Video Content): Leverage dynamic video storytelling to captivate and inspire your audience.
  • NL (Newsletters): Keep your community engaged with regular, value-packed updates.
  • DCF (Diverse Content Formats Framework): Mix text, images, and videos to cater to every taste and learning style.
  • CS (Case Studies): Present real-world success stories that build credibility and trust.

— -

This Viral Framework Categorization cheat sheet not only organizes the frameworks into thematic buckets for clarity, but it also primes your audience with a blend of storytelling, education, engagement, persuasion, and versatile content formats. Give it a try on your next LinkedIn post and watch the engagement soar!

What category are you excited to experiment with first?