Question 1

What is CEO??

Accepted Answer

CEO? is an AI founder operating system for solo founders, app builders, freelancers, and early-stage startups. Founders upload product notes, documents, screenshots, URLs, code, AI chats, and business materials. CEO? turns those scattered inputs into structured business outputs such as business plans, pitch decks, financial forecasts, investor packs, and operating documents. Unlike generic chatbots, CEO? keeps founder documents connected and updateable across a single workspace.

Question 2

Who is CEO? for?

Accepted Answer

Solo founders, app founders, AI-built startups, vibe coders building on platforms like Lovable, Replit, Bubble, Cursor and FlutterFlow, freelancers preparing to scale, and small founding teams that need structured business documentation without hiring a consultant.

Question 3

What can I upload into CEO??

Accepted Answer

PDFs, Word documents, spreadsheets, presentations, images, screenshots, code files, AI chat exports (ChatGPT, Claude, Cursor), URLs, and GitHub repositories — over 30 file types.

Question 4

Can CEO? turn startup notes into a business plan?

Accepted Answer

Yes. CEO? reconstructs a structured business plan from your notes, documents, screenshots, and AI chats. Each section is grounded in your sources, with a confidence label showing how well it is supported.

Question 5

Can CEO? create a pitch deck from product files?

Accepted Answer

Yes. The pitch deck generator builds slides directly from your business understanding — problem, solution, market, traction, financials — grounded in the materials you've uploaded, not generic templates.

Question 6

Can CEO? build financial forecasts from uploaded documents?

Accepted Answer

Yes. CEO? produces stage-aware financial forecasts with editable assumptions and scenario modelling, exportable to XLSX. Forecasts are grounded in the financial evidence you've uploaded.

Question 7

Is CEO? better than ChatGPT for founder workflows?

Accepted Answer

They do different jobs, and most founders use both. ChatGPT is excellent for thinking, drafting and research. CEO? is the persistent layer underneath: your business context and evidence in one place, source-linked structured outputs (plans, decks, forecasts), confidence labels, and a Decision Trail that shows how your strategy evolved. CEO? complements the AI tools you already use rather than replacing them.

Question 8

How is CEO? different from ChatGPT or Claude?

Accepted Answer

ChatGPT and Claude are strong general assistants. CEO? is a persistent business context, evidence and governance layer that works alongside them: guarded AI Assist modules, a Trust Layer that surfaces confidence and evidence gaps, and a Decision Trail that shows what changed and why. Claude can already read authorised CEO? project context over MCP, and a manual ChatGPT import bridge is live today.

Question 9

What is Ask CEO??

Accepted Answer

Ask CEO? is conversational access into your project's source of truth. It explains weak areas using your own evidence, recommends the next move, and routes you into the right AI Assist workflow — without bypassing review or fabricating finance numbers.

Question 10

What does AI Assist do?

Accepted Answer

AI Assist is a set of 15 review-first modules covering market sizing, competitor clarity, pricing logic, business model, use of funds, validation, founding team, pilot readiness, grant readiness, roadmap realism, go-to-market, traction, investor narrative, financial narrative, and compliance readiness.

Question 11

What is the Decision Trail?

Accepted Answer

The Decision Trail records meaningful project events — drafts inserted, sources added, pivots acknowledged, upstream refreshes — so you can see how your strategy evolved and why.

Question 12

Does CEO? show confidence and evidence gaps?

Accepted Answer

Always. Confidence labels, evidence-basis summaries, validation-required flags, stale signals, and pivot acknowledgements are visible on every output. Nothing is dressed up as more certain than the underlying evidence allows.

CEO? — Living Business Documents for Founders

CEO? — Living Business Documents for Founders