Use case — social copy
Social Posts ThatSound Like You
AI can write social media posts. The problem is they all start "Excited to share" and sound like every other AI post. Prompt Optimizer fixes the input — so AI writes copy that actually sounds like you.
No credit card required · Free tier forever
You recognize these instantly
"Excited to share some exciting news..."
"In today's fast-paced world, it's important to..."
"I'm humbled and grateful to announce..."
"Thoughts? Drop them in the comments below 👇"
Every one of these is AI filling an ambiguous prompt with the most average output it knows. The fix is upstream — a better prompt, not a better model.
Same model. Different prompt. Different post.
The output is only as specific as the input.
Before
"Write a LinkedIn post about my new product launch"
Output
"Excited to share some exciting news! After months of hard work, we're thrilled to announce the launch of [Product]. This has been an incredible journey and I'm so grateful for everyone who supported us along the way. Check the link in bio to learn more! 🚀" — sounds like a bot. No hook. No specifics. No reason to read.
After
"Write a 150-word LinkedIn post announcing the launch of Prompt Optimizer Pro to a B2B SaaS audience. Hook: open with the problem our users had before (rewriting every AI output). Tone: direct, builder-to-builder, no hype. Mention the free tier. No hashtags. No emoji. No 'excited to share.'"
Output
Specific hook, right tone, no AI clichés, CTA built in. Ready to post.
Prompt Optimizer builds the optimized version automatically from your rough description.
Use cases
Every platform, done right
Each platform has different constraints. Prompt Optimizer knows them.
Thought leadership, product updates, hiring posts, case studies
Twitter / X
AI tell: Thread time! 🧵Insight threads, product launches, community engagement, hot takes
Caption copy, product showcases, story scripts, bio copy
Newsletter
AI tell: Welcome back to...Intro hooks, section transitions, CTA copy, subject lines
Why AI social copy sounds like AI
Each cliché has a specific cause. Each one is fixable in the prompt.
"Excited to share..."
AI defaults to enthusiasm-adjacent openers because they appear in training data constantly. Nobody actually writes this.
"In today's fast-paced world..."
Generic scene-setting. AI fills ambiguous prompts with generic framing. You gave it nothing specific to open with.
"I'm humbled and grateful..."
Engagement-bait language AI has learned performs well on LinkedIn. It does — for a day. Then it tanks your credibility.
Three paragraphs, no hook
No hook instruction = AI writes the intro it was trained to write. Not the one that stops a scroll.
What every social prompt needs
Platform
LinkedIn ≠ Twitter ≠ Instagram — length, tone, format all differ
Hook type
Bold claim, question, stat, or story — AI needs to know which
Voice constraints
2-3 adjectives: "direct, no-hype, builder" or "warm, conversational"
What to avoid
Explicitly exclude the clichés — "no 'excited to share', no hashtags"
Audience
Who's reading it — job title, what they care about, what they'd scroll past
CTA
Exact action: comment, click, DM, repost — not "thoughts below 👇"
Prompt Optimizer builds this structure automatically from your rough description.
Stop posting AI copy that reads like AI
Fix the prompt — and AI delivers posts that sound like you, first draft.
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