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Structured Generative AI Prompt Framework

Turn one sentence into a venture report you can edit Eleven sections, drafted instantly.

Describe an idea and the framework builds a structured eleven-section draft around it — the scaffolding, the connective prose, and a marked gap everywhere a real number or claim belongs. Fill the gaps, edit anything, download it. No account, no key, works offline.

No sign-in, no cost Framework v1.0.0-2026 By Gabriel Wee Wei En

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Analysis prompt Registered framework

The registered framework. This page drafts your report from it directly, without sending anything anywhere. You can also copy it, with your idea already slotted in, and paste it into ChatGPT, Claude or Gemini for a full AI analysis. Edits here apply to the copied prompt only and never overwrite the stored original.

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How it's built

Four layers, in order

The framework isn't one instruction. It's four stacked ones, and the order is what makes the output analytical rather than a list of headings.

01

Role definition

Fixes the vantage point — a venture capitalist and innovation analyst — which sets how deep each section has to go.

02

Input interpretation

Reads your sentence for the sector, the customer, the offering type and the problem cues, then expands rather than summarises.

03

Analytical processing

Works through problem–solution fit, market, model, competition, financial logic, scalability and risk as ordered stages.

04

Structured output

Locks the result into a fixed eleven-section report, so two different ideas come back comparable side by side.

What comes back

The eleven sections

Each builds on the last, which is why the sequence is fixed. Reordering them breaks the reasoning chain.

  1. Executive Summary

    Concept, problem, solution and overall potential in one readable block.

  2. Problem Definition

    Who feels it, why it exists, why current answers fall short.

  3. Proposed Solution

    How the product works and where it beats the alternatives.

  4. Value Proposition

    The reason a customer switches, stated plainly.

  5. Target Market

    Segments, behaviour, size, and who adopts first.

  6. Business Model

    Revenue streams, pricing, channels, partners.

  7. Competitive Landscape

    Who else is in the room and how this idea positions against them.

  8. Financial Outlook

    Revenue sources, cost drivers, how margins move with scale.

  9. Scalability and Growth

    Expansion paths, technical headroom, new markets.

  10. Risks and Challenges

    Market, technology, regulatory and competitive exposure.

  11. Strategic Recommendations

    What to fix, build, partner on, or fund next.

Three ways in

Run it with a room

For lecturers

The 90-minute ideation lab

Students arrive with a sentence and leave with something they can defend.

  1. Each student writes one idea sentence — 10 min.
  2. Build the draft and read it through — 10 min.
  3. Fill every highlighted gap, or mark it unknown — 40 min.
  4. Swap drafts and attack a partner's weakest gap — 20 min.
  5. Present the one claim you could actually prove.

For incubators

Pre-screening intake

Put every applicant through the same eleven sections before a human reads anything.

  1. Applicants build and complete their own draft.
  2. Count the gaps they left empty — that is your signal.
  3. Compare the competition and risk sections across the batch.
  4. Shortlist on evidence supplied, not ambition expressed.

For founders

The pre-mortem pass

Use it on your own idea before an investor does it for you.

  1. Build the draft from how you actually pitch it.
  2. Go to the risks section first, not the summary.
  3. Any gap you cannot fill is your next week's work.
  4. Rebuild monthly — watch which gaps stop being empty.

Terms

Use it freely, credit it clearly

The framework is a registered literary work. Registration covers the specific wording, the layered structure and the report format — not the general idea of evaluating a business.

Go ahead

  • Build reports for your own ideas, as often as you like.
  • Use it in a class, workshop, bootcamp or incubator session.
  • Edit the prompt for your own run — the original always remains restorable.
  • Share this page, print it, or take the prompt to an AI assistant.
  • Keep and publish whatever reports you produce.

Ask first

  • Building it into a paid product, platform or SaaS tool.
  • Republishing the prompt text under a different name.
  • Selling training or licences that bundle the framework.
  • Distributing edited or derivative versions of the structure.
Credit line for your slides and handouts
Structured Generative AI Prompt Framework for Automated Business Idea Report Development
© 2026 Gabriel Wee Wei En · MyIPO CRLY2026E05946 · Used with permission