Best AI Prompts for Social Media

AI summary

Seven AI prompts for building a real audience on LinkedIn, X, Threads, Instagram, and TikTok: hook banks, platform-specific translation, comment-to-post expansion, trending-topic responses, engagement pulse audits, bio optimization, and outreach DM drafting. Built to preserve your voice on platforms where AI rhythm is most obvious.

Prompt 1

Hook Bank for One Platform

Most social posts die in the first line. This prompt produces 15 hooks for one idea so you pick the best instead of going with the first.

I am posting about:

TOPIC OR INSIGHT: [SPECIFIC]
PLATFORM: [LINKEDIN / X / THREADS / INSTAGRAM / TIKTOK]
MY AUDIENCE on this platform: [WHO]
WHAT I WANT THEM TO DO after reading: [SAVE / COMMENT / DM / CLICK / FOLLOW]
MY VOICE on this platform: [BRIEF: warm, dry, contrarian, etc.]

Produce 15 hooks in 5 categories:

1. CONTRARIAN: takes a common belief and challenges it.
2. SPECIFIC NUMBER: opens with a concrete data point or count.
3. PERSONAL CONFESSION: opens with a mistake I made or something I got wrong.
4. STORY MOMENT: opens with a specific scene that pulls the reader in.
5. PROVOCATIVE QUESTION: opens with a question the reader cannot stop thinking about.

For each, keep under 12 words. Match the rhythm of the platform (LinkedIn tolerates longer, X demands shorter).

Do NOT use: "You won't believe," "Here's the truth about," "What I learned when," "Hot take:," "Unpopular opinion." Skip clickbait that does not pay off.

Name your top 3 with one-sentence reasoning, and the one most likely to underperform.

When to use: Before writing the body of any social post. · Best model: Claude. The discipline about avoiding clickbait matters.

Prompt 2

Platform Translator

Cross-posting the same content to LinkedIn, X, and Threads kills engagement on all three. This prompt translates one idea into three platform-native versions.

Core idea I want to share:

THESIS: [ONE SENTENCE]
KEY POINTS supporting it: [BULLETS]
STORY OR EXAMPLE that illustrates it: [BRIEF]
WHAT I WANT TO HAPPEN after people read this: [GOAL]

Translate for 3 platforms:

1. LINKEDIN VERSION: 200-280 words. Opens with a hook that does not require clicking, then offers the full thought. Includes one specific story moment. Asks an open question at the end that invites engagement without sounding manufactured.

2. X / THREADS VERSION: 5-7 connected posts of 240-260 chars each. Each post can stand alone but together tells the story. Last post is the takeaway or call-back.

3. INSTAGRAM CAROUSEL VERSION: 7-9 slide outline. Slide 1 is the hook. Slide 2 establishes the problem. Slides 3-6 build the argument. Slide 7-8 give the takeaway. Slide 9 is the soft CTA.

For each version:
- Use the platform's native rhythm (X is shorter, LinkedIn tolerates longer paragraphs, Instagram needs visual breaks).
- Adjust the opening hook to fit the platform (LinkedIn likes professional contrarian, X likes punchy, Instagram likes specific moment).
- Use a different opening sentence for each. Never copy-paste the same first line.

Do NOT use: "In today's world," "More than ever," "Let that sink in," "Read that again," "Drop a if you agree."

When to use: When you have one good idea to deploy across platforms. · Best model: Claude. The discipline about platform-native rhythm is the entire value.

Prompt 3

Comment-to-Post Generator

The best social posts come from your own comments on other people’s posts. This prompt expands a comment into a standalone post.

I left this comment on someone else's post:

[PASTE YOUR COMMENT]

The original post topic: [BRIEF]
Why I felt strongly enough to comment: [REASON]
My platform for the expanded post: [WHERE]

Expand the comment into a standalone post:

1. THE OPENING: a hook that earns attention without referencing the original post.
2. THE FULL ARGUMENT: 3-5 paragraphs (or platform-equivalent) that develop what I started saying in the comment.
3. THE STORY OR EXAMPLE: one concrete moment that anchors the argument.
4. THE NUANCE: 1-2 sentences acknowledging where the argument has limits.
5. THE TAKEAWAY: what the reader should do or remember after.
6. THE QUESTION (optional): if appropriate to the platform, an invitation for the audience to share their experience.

Use my voice from the comment. Do not lose the energy that made the comment worth posting in the first place. If my comment was sharp, the post should be sharp. If it was warm, warm.

Do not water down the take. The reason the comment worked is because it had a clear take.

When to use: Within 24 hours of leaving a comment that performed well or felt sharp. · Best model: Claude. Voice-preserving discipline matters.

Prompt 4

Response-to-Trending-Topic

When a topic is trending in your niche, the rush is to post anything. This prompt drafts a response that adds real value instead of noise.

Trending topic in my niche:

WHAT IS HAPPENING: [BRIEF]
WHY IT MATTERS for my audience: [SPECIFIC]
MY TAKE on it: [YOUR POSITION]
WHAT I KNOW that the average commenter does not: [YOUR ADVANTAGE]
WHAT I DO NOT KNOW and should acknowledge: [LIMITS]
MY PLATFORM: [WHERE]

Draft a response post:

1. THE FRAMING: how I name the topic, calibrated to whether my audience already knows about it or not.
2. MY TAKE in one sentence, with the conviction the audience expects from me.
3. THE REASONING in 2-3 paragraphs, anchored to what I actually know.
4. THE LIMIT: where my view has uncertainty. Surface this; do not pretend to certainty I do not have.
5. THE QUESTION FOR THE AUDIENCE: an invitation that gets people thinking, not just agreeing.

Do not pile on. Do not say what everyone else is already saying. If my take is consensus, find a different angle or skip the post entirely.

Do not pretend to expertise I do not have. Trend posts that get fact-checked publicly are worse than no post.

When to use: When the topic has been trending 24+ hours, not the first 30 minutes. · Best model: Claude. The discipline about acknowledging uncertainty matters in trend posts.

Prompt 5

Engagement Pulse Audit

Most social media accounts post on instinct and check metrics monthly. This prompt finds the pattern in what is actually working.

My last 20 posts on [PLATFORM]:

[FOR EACH: format (text / image / carousel / video), topic, opening line, rough engagement (impressions, likes, comments, shares, saves)]

My goal on this platform: [SPECIFIC: audience growth, lead gen, authority, etc.]

Audit the data:

1. THE TOP 3 POSTS: which 3 performed best and what they have in common (format, topic, opening, time of day).
2. THE BOTTOM 3 POSTS: which 3 underperformed and why (actually poor topic vs poor execution vs bad timing).
3. THE PATTERN: across the 20, which 1-2 patterns the data clearly supports.
4. THE PATTERN I MIGHT THINK IS THERE that the data does not support.
5. THE TOPIC GAP: what kind of post I have not tested but should.
6. THE FORMAT GAP: any format I am underusing given what is working.
7. THE NEXT 5 POSTS I should make, given the data.

Do not let me confirm what I want to believe. Surface patterns the data actually supports.

When to use: Once a month, on every active platform. · Best model: Claude or Grok. Both call out weak patterns rather than confirming.

Prompt 6

Profile Bio Optimizer

Your bio does most of the follow-or-skip decision in 3 seconds. Most are written once and forgotten. This prompt rewrites the bio for the audience you actually want.

Platform: [LINKEDIN / X / INSTAGRAM / THREADS / TIKTOK]

My current bio:

[PASTE CURRENT BIO]

WHO I AM in one sentence: [BRIEF]
WHO I WANT TO ATTRACT as followers: [SPECIFIC AUDIENCE]
WHAT I POST ABOUT (top 2-3 topics): [LIST]
WHAT I OFFER (newsletter, product, service, community): [WHAT THEY GET]
MY VOICE: [BRIEF: warm, dry, contrarian, technical, etc.]

Produce 3 bio options:

1. THE DIRECT BIO: lead with what I do, who for, and what they get. No metaphors or wit. 150 chars or platform limit.
2. THE CONTRARIAN BIO: lead with a take that filters out the wrong followers and attracts the right ones.
3. THE STORY BIO: lead with one specific detail that makes the bio impossible to confuse with anyone else's.

For each, fit the platform's character limit. Include where to go next (newsletter, link in bio, product page) without making the bio feel like a sales pitch.

Do NOT use: "Helping X do Y," "Building Z at scale," "Founder | CEO | Author," emoji lists, "DMs open." Avoid generic role descriptors when a specific phrase would land harder.

When to use: Quarterly, or when your engagement quality shifts. · Best model: Claude. The discipline about avoiding bio cliches is what makes the optimization work.

Prompt 7

Outreach DM Drafter

Most social DMs to strangers are templated and ignored. This prompt drafts a DM that reads like a person, not a pitch.

I want to DM someone on [PLATFORM]:

RECIPIENT: [WHO, BRIEFLY]
WHY I AM REACHING OUT: [SPECIFIC REASON]
WHAT I KNOW ABOUT THEIR WORK that is specific: [DETAIL]
WHAT I AM ASKING FOR: [SPECIFIC ASK]
WHAT I CAN OFFER in return: [WHAT VALUE I BRING]
OUR PRIOR INTERACTION (if any): [BRIEF]

Draft a 100-word DM that:

1. Opens with one specific reference to their actual work (a post, a project, a detail). Not their job title.
2. States my reason for reaching out in one sentence.
3. Makes a small, specific ask (a 15-min call, a reply on whether they would even be interested in X, a question they could answer in 30 seconds).
4. Offers something specific (introduction, info, perspective).
5. Closes warmly without "hoping to hear from you!" desperation.

Do NOT use: "Hope this finds you well," "Quick question," "I know you're busy," "Saw your post and felt inspired," "Would love to chat sometime," "Let me know if you're open." Do not invent shared connections.

When to use: After you have done 5 minutes of research on the person. · Best model: Claude. The no-cliche discipline matters most for outreach.

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 social media operators this means the AI can read your Typefully or Buffer drafts, your Notion or Google Drive content calendar, your platform analytics, or your Gmail thread with collaborators.

For social media, the connectors worth pairing with these prompts:

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