Copywriter
A written voice-cloning tool that generates copy matching a specific writing style.
The Challenge
The Problem
Client needed to produce a lot of content but wanted it all to sound like their founder wrote it.
Why I Took This On
Interesting AI challenge: can you actually capture someone's writing voice and replicate it?
Constraints
Had to work from limited sample text and produce results that fooled people who knew the founder.
The Process
Initial Approach
Analyzed the founder's existing content for patterns, then built custom prompts to replicate them.
What Went Wrong
First attempts were too formal—captured vocabulary but missed the casual rhythm.
Breakthroughs
Added analysis of sentence structure and informal patterns, not just word choice. Voice is more than vocabulary.
What I Learned
Skills Gained
Unexpected Discoveries
Everyone's writing has a signature rhythm. Once you see it, you can't unsee it.
What I'd Do Differently
Would have recorded the founder speaking to capture verbal patterns, not just written ones.
Where It Stands Now
Current State
Working MVP, client uses it for drafts that get light editing.
What's Next
Exploring whether this could be productized for other clients.
The Bigger Picture
The voice analysis techniques feed into other content generation work.
The Impact
Client Results
A client
Can produce 5x more content with the same voice consistency.
