Building a Perspective Bank
Session 6.9 · ~5 min read
The Unfakeable Repository
A perspective bank is a living document containing your unique opinions, experiences, anecdotes, and observations. It is the raw material that separates your content from anything AI could generate independently. AI can write about coffee shops. AI cannot write about the specific Tuesday afternoon you realized your coffee shop's most profitable item was the cheapest thing on the menu and what that taught you about pricing psychology.
The perspective bank is mined for every piece of content you produce. Every article, every blog post, every course lesson should contain at least one element drawn from your perspective bank. Without it, AI has nothing authentic to work with and defaults to generic, aggregated knowledge.
A perspective bank is your content moat. Anyone can use AI to write about your topic. Nobody can use AI to write about your specific experience with your topic. The perspective bank stores that experience in a structured, accessible format so it can be systematically integrated into every piece of content you produce.
The Four Sections
A perspective bank contains four categories of unfakeable content. Each category serves a different purpose in content production.
(minimum 10)"] PB --> S2["Formative Experiences
(minimum 5)"] PB --> S3["Repeatable Anecdotes
(minimum 5)"] PB --> S4["Practice vs. Theory
(minimum 5)"] S1 --> U1["Used in: opinion pieces,
industry commentary"] S2 --> U2["Used in: case studies,
lessons learned"] S3 --> U3["Used in: openings,
illustrations, proofs"] S4 --> U4["Used in: tutorials,
how-to content, courses"] style PB fill:#222221,stroke:#c8a882,color:#ede9e3 style S1 fill:#191918,stroke:#c47a5a,color:#ede9e3 style S2 fill:#191918,stroke:#6b8f71,color:#ede9e3 style S3 fill:#191918,stroke:#8a8478,color:#ede9e3 style S4 fill:#191918,stroke:#c8a882,color:#ede9e3
| Section | What It Contains | Entry Format |
|---|---|---|
| Contrarian Opinions | Beliefs you hold that contradict mainstream advice in your field | The opinion + 2-3 sentences explaining why you hold it |
| Formative Experiences | Specific events that shaped how you think about your work | What happened + what it taught you + when it happened |
| Repeatable Anecdotes | Stories you find yourself telling in conversations, meetings, or presentations | The story in 3-5 sentences + the point it illustrates |
| Practice vs. Theory | Things you know from doing the work that contradict textbook advice | The common advice + what actually happens + your evidence |
How to Build It
Block 90 minutes. No distractions. Open a blank document. Work through each section one at a time. Do not overthink. The first draft does not need to be polished. It needs to be honest.
For contrarian opinions, ask yourself: "What do most people in my field get wrong?" For formative experiences, ask: "Which five moments changed how I work?" For anecdotes, ask: "What stories do I keep telling?" For practice vs. theory, ask: "Where does the textbook advice fail in the real world?"
Set a minimum: 10 contrarian opinions, 5 formative experiences, 5 anecdotes, 5 practice-vs-theory entries. These minimums are starting points. The bank grows indefinitely. Add to it weekly, whenever you have a conversation that surfaces a new insight, encounter a situation that confirms or contradicts your beliefs, or notice a gap between advice and reality.
Using the Bank in Production
When generating content, pull relevant entries from the perspective bank and include them in the prompt as mandatory material. The instruction: "The following perspectives must be integrated into the content. Do not paraphrase them into generic statements. Preserve the specific details and opinions."
An article about pricing strategy becomes distinctive not because of how it explains pricing theory (AI does that fine) but because it includes your specific story about the Tuesday your cheapest product turned out to be your most profitable one. That story is unfakeable. That story is what makes readers remember the article.
Maintenance
Review the perspective bank monthly. Remove entries that no longer reflect your current thinking. Add new entries from recent experiences. Mark entries you have already used (to avoid repeating the same anecdote too frequently). The bank is a living document. If it has not changed in three months, you are not adding to it, which means your content is drawing from a shrinking pool of authenticity.
Further Reading
- AI Writing Fingerprints: Identify and Fix AI-Generated Content, Search Engine Journal
- How to Humanize AI Text: Pro Writers Share Their Secrets, WriteHuman
- AI Writing Tools: Powerful Ways to Preserve Authentic Voice
Assignment
Start your perspective bank. Create a document with four sections: (1) Contrarian opinions I hold about my field (minimum 10), (2) Specific experiences that shaped my thinking (minimum 5, with dates and details), (3) Anecdotes I tell repeatedly (minimum 5, in 3-5 sentences each), (4) Things I know from practice that contradict common advice (minimum 5, with the common advice and your counter-evidence). This document grows forever. Schedule a weekly 15-minute addition session.