u/Secret_Most_6225

I tested dozens of AI-generated LinkedIn posts recently.

Most failed because they optimize for:
“sounding like LinkedIn”

Instead of:
sounding like a real person.

Patterns I noticed:

• overexplaining
• fake storytelling
• cliché hooks
• motivational filler
• generic “lessons”

The better posts usually have:

• specific opinions
• recurring themes
• recognizable phrasing
• contextual depth
• consistent tone

That’s why I’ve started thinking persona-based AI is the wrong direction.

Context-based generation feels much stronger.

Your audience changes.
Your projects change.
Your interests evolve.

But your thinking patterns stay more consistent.

I’m rebuilding my content workflow around this idea right now.

Would love to know:
What instantly makes a post feel AI-generated to you?

I tested dozens of AI-generated LinkedIn posts recently.

Most failed because they optimize for:
“sounding like LinkedIn”

Instead of:
sounding like a real person.

Patterns I noticed:

• overexplaining
• fake storytelling
• cliché hooks
• motivational filler
• generic “lessons”

The better posts usually have:

• specific opinions
• recurring themes
• recognizable phrasing
• contextual depth
• consistent tone

That’s why I’ve started thinking persona-based AI is the wrong direction.

Context-based generation feels much stronger.

Your audience changes.
Your projects change.
Your interests evolve.

But your thinking patterns stay more consistent.

I’m rebuilding my content workflow around this idea right now.

Would love to know:
What instantly makes a post feel AI-generated to you?

I’m building something for LinkedIn creators and I’m not sure if it’s actually useful or just sounds good in my head.

The idea:

A tool that understands your persona (who you are + who you’re targeting) and then:

• Generates post ideas tailored to your audience
• Creates a 7–15 day content plan
• Lets you schedule everything in advance

So instead of generic “10 content ideas,” it’s more like:
→ “You’re a SaaS founder targeting early-stage builders? Here’s what you should post this week.”

The goal is to remove 2 big problems:

1. Not knowing what to post
2. Not staying consistent

But I’m unsure about a few things:

• Would you trust a tool to generate content based on your persona?
• Or does that feel too generic / inauthentic?
• What would make you actually use something like this regularly?
• What would make you instantly reject it?

If you’ve tried tools like scheduling tools or AI writers before:
What did they get wrong?

I’m trying to avoid building another “AI content tool” that no one sticks with.

Open to blunt feedback.

I’m building something for LinkedIn creators and I’m not sure if it’s actually useful or just sounds good in my head.

The idea:

A tool that understands your persona (who you are + who you’re targeting) and then:

• Generates post ideas tailored to your audience
• Creates a 7–15 day content plan
• Lets you schedule everything in advance

So instead of generic “10 content ideas,” it’s more like:
→ “You’re a SaaS founder targeting early-stage builders? Here’s what you should post this week.”

The goal is to remove 2 big problems:

1. Not knowing what to post
2. Not staying consistent

But I’m unsure about a few things:

• Would you trust a tool to generate content based on your persona?
• Or does that feel too generic / inauthentic?
• What would make you actually use something like this regularly?
• What would make you instantly reject it?

If you’ve tried tools like scheduling tools or AI writers before:
What did they get wrong?

I’m trying to avoid building another “AI content tool” that no one sticks with.

Open to blunt feedback.