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AI does not create generic content. It scales whatever is generic upstream.
When you generate content without clear voice constraints, the model fills gaps with default patterns. The output sounds fine. It also sounds like a thousand other “fine” outputs. Competent. Forgettable.
The sameness is hard to spot in isolation. One post can land. The problem shows up over time. Thirty posts. Fifty posts. Ninety days. No throughline. No consistent cadence. No recognizable stance. No reason for someone to follow you instead of the next founder saying something similar.
If your positioning is fuzzy, your content will be fuzzy. If your voice rules do not exist, your voice will drift. That is not an AI failure. That is a systems gap.
The founders who stand out are not better at prompting. They are clearer about what they believe, what they repeat, and what they refuse to say. They installed constraints.
Positioning is not a one-time exercise. It is the constraint that makes everything else coherent.
Voice Lock Architecture
Run this once. Then enforce it everywhere.
Step 1: Capture a Voice Corpus
Pull:
10 posts that performed well
5 posts that sound most like you, even if engagement was lower
1 to 2 longer pieces where your thinking is clearest
Put them in one doc. This becomes your training set.
Step 2: Pull the Patterns
Read the corpus like one body of work. Identify:
how you open
how you reframe or diagnose
what phrases you repeat
how you land the point and close
Step 3: Forge the Rules
Turn patterns into constraints the model can follow:
Non-negotiables: what must always be true
Defaults: what your voice does most of the time
Context shifts: how your tone changes for social, teaching, and sales
Keep it to one page. If it is bloated, the model will average it.
Step 4: Build a Phrase Bank
Create a small set of anchors:
10 to 15 openers and truth-grounders you actually say
10 transitions and pivots
10 closers and alignment questions
a short “never say” list
This is how your voice becomes recognizable at speed.
Step 5: Create a Prompt Spine
Make a reusable header you paste into every content prompt:
your one-page voice rules
your phrase bank
your never-say list
the goal and format of the content
Every prompt starts here. No exceptions.
Step 6: Run a 60-Second Drift Check
Before you publish, ask:
Does the opener sound like real conversation, not a broadcast
Did you include a clear reframe or diagnosis
Is the reasoning explicit and practical
Does the ending land with a decision, next step, or clean takeaway
If any answer is no, revise.
Step 7: Tune Quarterly
Update the corpus quarterly so the system evolves with you. Do not rewrite from scratch. Replace what no longer sounds like you.
Tool of the week: Brande.ai for voice consistency at scale.
Brande.ai works when your voice is treated like a system. Once your voice rules and phrase anchors are installed, you can generate content faster without diluting how you sound.
If you are using Claude or ChatGPT directly, you can still do this by saving your voice rules as a custom instruction or in a project doc. The key is the reference layer. Without it, every prompt starts from zero.
A founder told me his AI content “sounds generic.” I asked to see what he fed the model. No positioning context. No voice constraints. No examples. He was asking AI to sound like him without showing it who “him” was.
Reply to this email with “VOICE” and I’ll send you the Voice Rules template, the Phrase Bank structure, and the Prompt Spine I use.
Best, Mia