AI Workflow · Step 1 of 5 — Discovery

AI-accelerated discovery powered by ChatGPT, Claude & Gemini.

Traditional agencies spend 2–3 weeks producing a discovery deck. We use ChatGPT, Claude, and Gemini to do it in 3–5 days — then a senior product lead turns the output into a validated PRD and fixed-price quote.

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3–5 day sprint · Validated PRD · Fixed-price quote · You own everything

smart_toy ChatGPT research
psychology Claude PRD synthesis
imagesmode Gemini multimodal scan
verified_user Senior product lead
Tools we use in this step

Three AI models, each used where it's strongest.

We don't pick one model and stick with it. Each tool runs the part of discovery it does best — under the supervision of a senior product lead.

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ChatGPT

Deep research & competitor breakdowns

  • check_circle Automated competitor feature matrices across iOS and Android
  • check_circle User persona drafts grounded in real App Store reviews
  • check_circle First-pass feature shortlist sized against your budget
psychology

Claude

PRD synthesis & scope tradeoffs

  • check_circle Long-context PRD writing — every flow, edge case, and integration
  • check_circle Interrogates your idea for hidden complexity before we quote
  • check_circle Scope-vs-budget tradeoff modeling so the fixed price holds
imagesmode

Gemini

Multimodal market scanning

  • check_circle Reads competitor App Store screenshots and video reviews
  • check_circle Pulls insight from Reddit, YouTube, and review threads
  • check_circle Surfaces UX patterns we should match — and pitfalls to avoid
Inside the discovery sprint

From strategy call to fixed-price quote in 3–5 days.

1

Kickoff brief

Strategy call recap and business goals fed into our AI research stack.

2

AI deep research

ChatGPT, Claude, and Gemini run competitor scans, user research, and pattern audits in parallel.

3

Senior synthesis

Our product lead validates findings, kills hallucinations, and shapes the actual PRD.

4

Fixed-price scope

Detailed feature list, screen inventory, integrations, timeline, and price — ready to approve.

What you get

The discovery deliverables you walk away with.

description

Validated PRD

Every screen, flow, and integration documented in plain English.

compare

Competitor matrix

Side-by-side feature comparison against the apps your customers already use.

route

User journey maps

End-to-end flows for your top three personas, mapped to the screens we'll build.

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Feature priority list

MVP-cut, must-have, and nice-to-have — sized against your budget.

request_quote

Fixed-price quote

No estimates. A single number you approve before any development starts.

schedule

Realistic timeline

Week-by-week plan from kickoff to App Store submission.

FAQ

Frequently Asked Questions

We use ChatGPT for deep-research workflows — competitor feature matrices, user persona drafts pulled from App Store reviews, and first-pass feature shortlists. A senior product lead validates everything before it lands in your PRD. AI accelerates research; it doesn't decide your scope.

Claude's long-context window is the right tool for PRD synthesis — it can hold your entire scope, all integrations, and competitor research in a single pass and surface contradictions or missing edge cases. We use ChatGPT for breadth (research) and Claude for depth (PRD writing and scope tradeoffs).

Gemini's multimodal capabilities let us feed it competitor App Store screenshots, video reviews, and Reddit threads — sources that text-only models can't read directly. It surfaces UX patterns and pitfalls we'd otherwise miss.

No. AI handles the labor of research, synthesis, and document drafting. Every product decision — what's in the MVP, how to model the data, where to integrate — is made by a senior product lead in direct conversation with you.

Want this discovery sprint on your project?

Book a free 30-minute strategy call. We'll outline how the AI discovery workflow applies to your specific build — and follow up with a written scope and fixed-price quote.