Field guide · Creator system
AI for creators.
Use AI to increase the number of good ideas you can develop and distribute without sanding off the point of view that makes the work worth following.
The loop
One useful idea can become a system without becoming content sludge.
Capture
Collect observations, questions, stories, customer language, and rough ideas before asking AI to generate topics.
Develop
Turn one promising idea into a clear point of view, useful explanation, or story.
Create
Produce the strongest source asset first: newsletter, video, essay, podcast, or another primary format.
Repurpose
Adapt the idea to each channel rather than copying the same post everywhere.
Engage
Reply, ask questions, and treat comments and responses as research.
Learn
Track which ideas create attention, trust, subscribers, customers, and repeat engagement.
Source material
Start with something only you could have supplied.
Voice notes and rough ideas
Questions people repeatedly ask
Customer or audience comments
Personal stories and observations
Original data, screenshots, examples, or experiments
Previous posts that produced unusually useful responses
Repurposing
Repurpose the idea, not the formatting.
Newsletter → LinkedIn
Extract one argument or story and make it self-contained for a professional feed.
Newsletter → short video
Turn one tension or surprising idea into a hook, explanation, and visual example.
Long video → clips
Choose moments that stand alone instead of cutting at arbitrary timestamps.
Comments → follow-up
Use objections and questions as the next content backlog.
Research → evergreen page
Turn repeated audience questions into searchable articles or guides that compound.
AI guardrails
Scale production without faking experience.
Give AI your real notes before asking it to write in your voice.
Use AI to expand options and structure, not to manufacture opinions you do not hold.
Do not invent stories, customer experiences, quotes, results, or expertise.
Keep examples and language that sound like you. Delete polished filler.
Use audience response to update the system instead of asking AI what your audience probably wants.
Measurement
Audience growth is more than follower count.
Attention
Stops, watch time, completion, reads, saves, shares
Relationship
Replies, comments, DMs, subscribers, repeat viewers
Intent
Profile visits, link clicks, search lift, product-page visits
Business
Leads, purchases, referrals, opportunities, retained customers
Build alongside
other marketers.
Ask questions, share what you're building, and get unstuck faster. The community moves at the pace of people who are actually shipping.
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