DoctoriumGP AI Operating System

01 — The StackYour AI Workforce

Four tools, each with a defined role. No overlap, no redundancy. Each one does what the others cannot.

02 — The Core LoopCollect → Map → Decide → Build

Everything runs through this loop. Every project, every campaign, every product. The tools change but the loop doesn't.

03 — Current Tech StackWhat's Already Built

You don't need new infrastructure. You have a production-grade stack across three products.

04 — The Five SystemsRevenue-Linked Pipelines

Each system has a defined input, processing layer, output, and revenue connection. These are not theoretical — they map to your existing products and priorities.

System 1: Knowledge OS

Turn 30,000+ nodes of scattered information into a structured, searchable intelligence base.

System 2: PT Referral Engine

Automated pipeline turning personal trainers into paid referral partners for DoctoriumGP services.

System 3: Content Gap Engine

Find what nobody else is saying, then say it first. Permanent competitive advantage in content.

System 4: Product Engine

Systematically identify and create new revenue streams from existing knowledge and services.

System 5: Lead Intelligence Engine

Turn raw lead data into segmented, personalised outreach that converts.

05 — InfraNodus Extraction14-Day Maximum Value Plan

You are not "using a free trial". You are strip-mining a tool for permanent strategic value. Every output gets saved locally and never needs InfraNodus again.

1. Days 1-2: Master data dump. Upload everything: website copy, iOS notes, chat exports, TikTok ideas, service descriptions, product ideas, patient problems. Don't organise — just dump. Ask: "What are the main clusters, and what connections are missing?" Save all graph outputs and text summaries.
2. Days 3-4: Business model extraction. Upload: services, pricing, treatments, supplements. Ask: "What combinations create new product or service opportunities?" This is where bundles and new revenue streams emerge.
3. Days 5-6: Content domination. Upload: your posts, competitor content, podcast transcripts, audience comments. Ask: "What topics are saturated and what gaps exist?" This gives you viral hooks, ad angles, authority positioning.
4. Days 7-8: Customer psychology. Upload: symptoms, patient concerns, menopause issues, weight loss struggles, forum posts. Ask: "What are the key emotional and behavioural patterns?" This fuels ads, landing pages, and offer positioning.
5. Days 9-10: Lead intelligence. Upload: PT bios, gym websites, wellness business descriptions, corporate wellness pages. Ask: "What messaging gaps exist in this market?" This gives you outreach angles and positioning edge.
6. Days 11-12: Strategy consolidation. Upload everything combined. Ask: "What are the highest leverage opportunities across all data?" This is your master strategy output.
7. Days 13-14: Final harvest. Generate: 20 product ideas, 20 content angles, 10 business models, 10 positioning strategies. Save everything. Cancel trial.

Where to save outputs

After each InfraNodus session

Paste the output into ChatGPT with: "Convert this into executable strategy" — then bring the strategy to Claude Code with: "Build this". That's the loop. Collect → Map → Decide → Build.

06 — Product RoadmapThree Products, One System

Content Engine, ReadySet, and TopSet are connected by the same AI OS. Each feeds the others.

The Funnel Connection

07 — Execution PromptsCopy-Paste Ready

Drop these directly into the relevant tool. No modification needed.

InfraNodus — First Analysis

ChatGPT — Convert Insights to Strategy

Claude Code — Build from Strategy

Manus — Data Collection

08 — Weekly Operating RhythmThe Repeating Loop

Once the 14-day InfraNodus extraction is complete, this is your ongoing operating cadence.

09 — Operating RulesNon-Negotiable Principles

1. Speed over perfection. Ship first, refine later. A live page that's 80% right beats a perfect page that's still in drafts.
2. Everything must touch revenue. If a task doesn't connect to money within 2 steps, deprioritise it.
3. Don't build without insight. Always run through the Collect → Map → Decide loop before building. Otherwise you're guessing.
4. Don't collect without structure. Data without organisation is just noise. Save everything in the right folder with clear naming.
5. One tool per job. Claude Code builds. ChatGPT thinks. Manus collects. Don't ask a tool to do another tool's job.
6. Always loop. This is not a one-time exercise. Every week: collect, analyse, decide, build, review, repeat.
7. Extract, don't subscribe. For tools like InfraNodus: extract all value during trial, save outputs permanently, cancel. The insights are yours forever.