ChatGPT Prompts for Content Creation and Social Media Analytics

ChatGPT prompts can carry you through almost every stage of content creation, from the first idea to a scheduled post. What you get back depends entirely on what you put in. A vague request gives you a vague draft and hours of editing. A specific one gives you something close to ready.

The prompts below follow the shape of the work: choosing your pillars, finding ideas, writing and editing the drafts, planning the calendar, repurposing what you already have, and connecting your analytics so ChatGPT works from real data. Each one is a template you can copy, fill in the brackets, and adapt to your brand.

Before You Start: What ChatGPT Needs from You

Learning how to write prompts for ChatGPT mostly comes down to giving it enough context, since it can’t guess what your brand is about. Have this on hand before you run any of these prompts:

• Who You Are: Your industry, brand, and usual tone.
• Who You’re Talking To: Your audience’s age, interests, and pain points.
• Where It’ll Be Published: The platform sets the format and length.
• What You Want Out of It: Reach, engagement, traffic, or sales.

Add one line to every prompt asking ChatGPT to flag anything it’s missing before it answers. That stops it from inventing details about your brand or audience.

And keep expectations realistic. A prompt won’t fix a strategy that doesn’t exist. If you’re not clear on what you want to say or who you’re saying it to, no wording will solve that for you.

Choose Your Content Pillars

If you’ve ever looked back at a month of posts and struggled to name the through-line, that’s a pillar problem. Pillars are the handful of topics your brand keeps returning to, and they keep your feed from feeling like a pile of unrelated ideas. Set them before you brainstorm anything else, using a prompt template like this:

Act as a content strategy specialist in [INDUSTRY]. Help me define the content pillars for my brand.

Brand: [BRAND]
What we offer: [PRODUCTS OR SERVICES]
Audience: [AUDIENCE]
Main social media goal: [GOAL]
How we want the brand to be seen: [PERCEPTION]

Suggest between [NUMBER] and [NUMBER] pillars. For each one, give:
– Its goal
– The topics it can cover
– The best-suited formats
– [NUMBER] example posts

Make the pillars distinct from one another and tie each to both the audience’s interests and the brand’s goals. If you need more information, ask me before you respond.

Already have pillars written down? This one reads them back to you and points out where two overlap or where a gap is showing:

Act as a content strategy specialist in [INDUSTRY]. Review my current content pillars.

Pillars: [PASTE YOUR PILLARS]
Audience: [AUDIENCE]
Goal: [GOAL]

Tell me whether they’re clear, distinct from one another, and broad enough to produce content regularly. Point out any overlaps or gaps, then suggest an improved version.

Find Content Ideas

Coming up with content ideas is the single most common thing marketers use AI for on social, at about 84%, according to Metricool’s AI in Social Media Study. Just as often, the complaint is that those ideas feel generic. That happens when the prompt is thin. Feed ChatGPT your real audience, goals, and pillars, and the ideas come back specific enough to use:

You’re the social media manager for [BRAND], a company in [INDUSTRY]. Give me [NUMBER] post ideas for [PLATFORM].

Audience: [AUDIENCE]
Content pillars: [CONTENT PILLARS]
Goal: [GOAL]

For each idea, include:
– The pillar it belongs to
– A recommended format (post, carousel, reel, story)
– An opening hook
– Why it’ll land with this audience

Skip generic ideas like “5 tips on X” and look for angles specific to my industry.

For ChatGPT prompt ideas that come from what your audience is already thinking about, base the prompt on a real trend, a recurring question, or a problem they have:

Act as a content creator in [INDUSTRY]. Give me [NUMBER] post ideas for [PLATFORM], each built around a real trend, a frequently asked question, or a problem my [AUDIENCE] has.

Don’t reuse the same angle twice. For each idea, note the pillar it fits and a hook line.

Keeping a running list of ideas you can pull from also takes the pressure off the days when nothing comes to mind.

Write Posts, Carousels, and Scripts

You have the idea. A caption, a carousel, and a video script are three different jobs, so match the prompt template below to the format you’re writing for.

Posts and Copy

You’re a social media manager specializing in [INDUSTRY]. Write the copy for a [PLATFORM] post about [TOPIC].

Audience: [AUDIENCE]
Goal: [GOAL]
Tone: [TONE]

Structure it with a hook in the first line, a short build, and a close with [CTA].

Carousels

You’re a social media manager specializing in [INDUSTRY]. Create the content for a [NUMBER]-slide carousel for [PLATFORM] about [TOPIC].

Slide 1: a headline that hooks [AUDIENCE]
Middle slides: [NUMBER] key points, one per slide, structured like this: [HOW YOU WANT THE CAROUSEL]
Final slide: close with [CTA]

Use a [TONE] tone.

Short Video Scripts

You’re a social media manager specializing in short video for [PLATFORM] in [INDUSTRY]. Write a script for a [LENGTH] video about [TOPIC], aimed at [AUDIENCE].

Structure it in three parts:
– Hook in the first 3 seconds
– Main content
– Close with [CTA]

Use a [TONE] tone.

Calls to Action

Act as a copywriter specializing in social media. Generate [NUMBER] calls to action for [BRAND]’s [PLATFORM] posts.

Goal: [GOAL]
Audience: [AUDIENCE]

Avoid generic CTAs like “click here” or “find out now.” Deliver them in a table with three columns: the CTA, its goal, and the type of post it works best in.

Stories

You’re a social media manager specializing in [INDUSTRY]. Create a sequence of [NUMBER] stories for [INSTAGRAM OR FACEBOOK] about [TOPIC], aimed at [AUDIENCE], with the goal of [GOAL].

For each story, give:
– The on-screen text
– The recommended visual
– An interactive element where it fits (poll, question, link)

Open by grabbing attention, build through the middle, and close the last one with [CTA]. Use a [TONE] tone.

Every platform has its own formats and quirks, so it helps to work from prompt sets built for each one, like ChatGPT Instagram prompts, TikTok scripts, or LinkedIn posts.

Build a Content Calendar

Ideas scattered across notes, DMs, and your own memory aren’t a plan yet. This prompt turns them into a ChatGPT content calendar with real dates and a posting rhythm you can follow:

You’re the social media manager for [BRAND]. Build me a content calendar for [PERIOD].

Strategy goal: [GOAL]
Audience: [AUDIENCE]
Content pillars: [CONTENT PILLARS]
Platforms: [PLATFORMS]
Posting frequency: [FREQUENCY]
Formats: [FORMATS]

For each post, include the publish date, platform, pillar, main topic, funnel stage (awareness, consideration, or conversion), format, content angle, and a suggested CTA. Deliver it as a table with [NUMBER] columns. If you’re missing anything you need, ask me before you generate it.

Treat the result as a first draft of the month. Adjust it to the resources you have, the dates that matter in your industry, what’s happening with your brand right now, and how your content performs.

From there, move the posts you want to keep into a content calendar template to map out several weeks at once, then schedule them to publish at the date and time you set.

Adapt and Repurpose Content

Copying a strong LinkedIn post straight into Instagram usually reads wrong, because each platform has its own language and length. Content repurposing done well means reshaping the idea to fit each platform, rather than dropping the same post everywhere. These prompts start from something you’ve already published.

To rework a single piece for a new platform:

I want to adapt a piece of content into a [FORMAT] for [PLATFORM].

Original content: [PASTE IT HERE]
Originally published as: [ORIGINAL FORMAT AND CHANNEL]
New audience: [AUDIENCE]
Goal: [GOAL]

Keep the core message, but pull the most important ideas and rework them for the format, length, and language of [PLATFORM]. Don’t copy the original word for word or cram in everything. Use a [TONE] tone and follow this structure: [STRUCTURE].

To turn one piece into several:

I want to repurpose one piece of content into several posts.

Original content: [PASTE IT HERE]
Platforms: [PLATFORMS]
Formats: [FORMATS]
Audience: [AUDIENCE]

Create [NUMBER] pieces. Each should keep the core message but take a different angle and fit the language, length, and features of its platform. For each one, give the platform, format, angle, copy, and CTA. Use a [TONE] tone and don’t repeat the same ideas or phrasing.

Improve Content You’ve Already Written

ChatGPT editing prompts are useful when a draft is 80% there and you’ve read it so many times you can’t see what’s off anymore. These editing prompts give it a fresh read and tighten the clarity, flow, and opening without flattening your voice:

You’re a content editor specializing in [INDUSTRY]. Review this text and improve the clarity, reading flow, and opening hook: [PASTE THE TEXT].

– Don’t change the message, add new information, or alter the way I write
– Adapt it to a [TONE] tone and the usual format of [PLATFORM]
– Keep the original data, examples, and arguments

After the revised version, list what you changed and why. If you spot an ambiguous line or a fact worth checking, flag it instead of inventing a fix.

When you’re not sure which tone connects, this one writes the same text three ways so you can compare them side by side before publishing:

Act as a copywriter specializing in [INDUSTRY]. Rewrite this text in three tones: [TONE 1], [TONE 2], and [TONE 3]: [PASTE THE TEXT].

Keep the core message, the key information, and the intent of the CTA in every version. Change the vocabulary, rhythm, and delivery to match each tone, and write it for [PLATFORM]. Don’t just swap a few words. The versions should be clearly different.

How to Get Less Generic ChatGPT Results

Getting sharper output from ChatGPT for content creation is mostly about how you prompt it, and a bit of prompt engineering goes a long way. When the results come back generic or off-brand, the fix is usually in the prompt, not in starting over. A few adjustments that tend to work:

• Show Your Style: Paste two or three of your own posts and ask ChatGPT to match your style, not the content.
• Set Boundaries: Tell it which words or phrases to avoid.
• Ask It to Explain Itself: Have it justify the angle, structure, or tone it chose. When you know the reasoning, asking for a specific change is easier.
• Don’t Take the First Draft: Ask for a few versions, compare them, and keep the one that reads best.

Save Your Brand Voice in a Reusable Prompt

Most of what ChatGPT needs from you stays the same from one prompt to the next: your industry, your audience, the tone you write in, and the words you’d rather it never used. Retyping all of it every time is wasted effort, and it’s easy to drop a piece when you’re moving fast.

Write it down once instead. Keep a short document with your brand basics: who you are, who you’re talking to, your writing style, two or three example posts, and a list of words or phrases to avoid. When you open a new prompt, paste that block in first, then add the specific ask on top of it.

ChatGPT then works from the same context every time, so the drafts are more consistent and need less editing. Depending on the tool, you can save it as a reusable prompt, a saved project, or a custom instruction. However you store it, you describe your brand once and reuse it everywhere.

Connect Metricool to ChatGPT for Data-Driven Prompts

The prompts above run on the context you type in. Once you connect Metricool to ChatGPT, it can read your real metrics and posts directly, so its suggestions come from what’s working on your accounts instead of what you happen to remember to mention.

Your own results tell you which topics, formats, and times are worth more of your attention. You can paste that data in by hand, or link your account once and let ChatGPT read it for you.

How to Connect Metricool to ChatGPT

The connection works on every Metricool plan, including Free, though your plan limits still apply after you connect. You’ll need a Metricool account first, and a ChatGPT account with access to Apps.

With both ready, connect them in a few steps:

1. Open ChatGPT and click Apps in the left sidebar.
2. Search for Metricool for Social Media.
3. Click Connect, then choose Sign in with Metricool for Social Media.
4. Review the permissions and click Grant access.

Once you authorize it, Metricool is available in your ChatGPT chats. The permissions cover your full account, so handle the connection the way you would a direct login, and revoke access from ChatGPT whenever you want to disconnect.

What You Can Do Once It’s Connected

With Metricool connected, ChatGPT can:

• Read and download your social media analytics.
• View, create, and schedule posts.
• Update posts you already have scheduled.
• View and manage your brands and connected accounts.

So instead of copying data over for every question, you can ask ChatGPT to analyze which posts perform best, compare formats, and help you decide what to publish next. Review the output before you confirm anything, especially before scheduling or editing a post. Ask it to show you the full content and details first, so you can check it’s exactly what you want.

The ChatGPT path has one quirk worth knowing. The native Metricool connector inside ChatGPT runs on an earlier version of the integration, so it won’t return a direct clickable link back to a post it scheduled or edited in Metricool. If you have a paid Metricool account and want that full feature set, you can connect manually to Metricool’s MCP endpoint instead.

Prompts That Use Your Own Data

Once the connection is live, these ChatGPT prompts for analytics are a good place to start.

Find the pattern in your best posts

Show me my 10 best-performing posts on [PLATFORM] from the last [PERIOD]. Tell me what they have in common (format, topic, day, or time) and what separates them from the ones that performed worst.

Turn performance into new ideas

Based on my best-performing posts from the last [PERIOD], give me [NUMBER] new content ideas for [PLATFORM] that follow the same patterns.

Draft and schedule in one go

Write a post for [PLATFORM] about [TOPIC] in the tone of my best-performing posts. Show me the text before scheduling anything, and if I approve it, schedule it for [DATE AND TIME].

Start Creating

Two habits decide whether these ChatGPT prompts do anything for you: feed in real details about your brand, audience, and goals, and read every draft before it goes out. The prompt gets you to a starting point in seconds, and your judgment is what makes it worth posting.

With Metricool connected, your own numbers become the reference for what you write next. Pick the prompt that fits what you’re working on, and adjust it until the draft sounds like you.