Your best ideas are buried in comments.
CannerAI finds the insight-packed comments you've left across LinkedIn and X, then expands them into full standalone posts that build your reputation.
What you get
Mine every conversation for content gold
Comment Mining
CannerAI scans your comment history and identifies the replies that have the most insight, depth, and post potential.
Thread Extraction
Paste any LinkedIn or X discussion thread and CannerAI extracts the context, your contributions, and the core argument automatically.
Context Preservation
The expanded post retains the original nuance and context of your comment — not a generic rewrite, but a true expansion of your actual thinking.
Voice Matching
Every expanded post is rewritten in your personal writing style so it reads as a natural standalone piece — not a recycled comment.
Engagement Analysis
CannerAI prioritizes comments that got replies and reactions — the ones your audience already validated as worth expanding.
Multi-Format Output
Choose the post format — story, listicle, hot take, or deep-dive — and get a platform-optimized version for LinkedIn and X.
How it works
From comment to post in 4 steps
Connect or paste your discussion
Link your LinkedIn profile or paste a thread URL where you left a notable comment.
AI identifies post candidates
CannerAI analyzes your comments for depth, engagement signals, and standalone post potential.
Expand into a full post
Select a comment and watch CannerAI expand it into a complete, polished post in your voice.
Publish or schedule
Review, tweak if needed, and publish — or drop into your smart queue.
Use cases
Unlock a content library you didn't know you had
- Turn a debate-winning comment into a thought leadership post
- Repurpose your most-liked replies as standalone content
- Extract insights from expert threads you contributed to
- Build content from your answers in industry forums
- Scale content by mining months of past discussions
- Turn Q&A replies into educational post series
Get started today
Stop letting great thinking disappear into threads
You've already written great content — it's just scattered across other people's posts. CannerAI brings it home.
Start Mining Comments Free