01 · Validate demand
Market Signal & Opportunity Mapper
Maps buyer pain, urgency, willingness-to-pay signals, competition, monetization paths, risks and low-cost validation tests. Finishes with GO / TEST FIRST / REFRAME / DROP.
Stratum Praxis · Decision Systems · Stage 01
Make the decision before you spend the month.
Three reusable AI workflows for the decisions that usually create expensive drift: Is this market worth testing? Why is this offer weak? and Where is the revenue path actually leaking?
Marketplace product URLs are connected only after verified publication. No revenue or business outcome is guaranteed.
Market signal→Offer clarity→Revenue bottleneck→Smallest next test
Built for decisions, not prompt collecting.
Each workflow forces facts, assumptions and unknowns apart, then ends with a ranked decision and a concrete test. The goal is to reduce wasted building, weak positioning and premature traffic work.
02 · Sharpen the offer
Offer Positioning Stress Test
Scores specificity, outcome clarity, proof, risk, differentiation, price logic and CTA. Surfaces what the buyer is likely thinking but not saying, then rebuilds the offer.
03 · Find the leak
Revenue Funnel Diagnostic Router
Separates measurement failure from conversion failure across traffic, landing page, CTA, checkout, purchase, activation and retention — then defines a 72-hour test.
Use it when
You have options, but not enough proof.
- You keep creating before validating demand.
- Your offer sounds reasonable but not compelling.
- Traffic exists but you cannot tell where revenue stalls.
- Different AI tools give confident but conflicting advice.
- You need a decision you can test, not another brainstorm.
What you get
A reusable decision sequence.
- 3 complete master workflows
- Explicit uncertainty and evidence rules
- Weighted market scoring
- Offer conversion audit
- Revenue bottleneck diagnosis
- Quick Start + recommended order
- Own-business / client-work usage license
Recommended sequence
Decide → position → diagnose.
- Run the Market Signal & Opportunity Mapper.
Do not build around attractive assumptions that have not survived a small test. - Run the Offer Positioning Stress Test.
Make the buyer, problem, outcome, proof and CTA legible before pushing more traffic. - Run the Revenue Funnel Diagnostic Router.
Once the route has activity, fix the narrowest measured bottleneck first.
FAQ
Before you buy
Is this a pack of generic prompts?
No. It is three structured decision workflows with inputs, audit criteria, explicit uncertainty handling, scored outputs and next-test rules.
Which AI models can I use?
Designed for capable general-purpose models such as ChatGPT, Claude and Gemini. Current-market claims still need live research or independent verification.
Who is it for?
Founders, solo operators, consultants, agencies, product builders and creators making real market, offer or funnel decisions.
What is it not?
It is not market data, a guarantee of demand, legal or financial advice, a done-for-you growth service, or permission to invent missing metrics.
Can I use it for client work?
Yes for the purchaser's own business or client-delivery work. The prompt text itself may not be republished, redistributed or sold as a competing prompt product.
Next stage
Once the decision is clear, turn it into an operating workflow.
The natural next layer is the AI Workflow Operator Bundle: structure the work, assign the right human/AI roles, and preserve what the system learns.
Continue to Workflow Operator →