Repeatable client analysis
Run the same structured analysis for every client or business unit so quality no longer depends on who picked up the work.
— Strategy & Research
Combines a structured market assessment of size, growth, profitability and competitive intensity with current signal research to score opportunity, momentum, barriers and risk into one defensible attractiveness verdict.
2–3 weeks → ~15 minutes
Including the external research pass
No coding required
— USE CASES
Run the same structured analysis for every client or business unit so quality no longer depends on who picked up the work.
Turn raw source material into a working draft in minutes and spend your time on judgement instead of assembly.
Produce the same shape of output each cycle so movement is measurable rather than re-argued.
— HOW IT BEHAVES
The mechanics behind this specific template — what it reads, what it calculates, and where a human stays in the loop.
Current external sources are researched during the run rather than recalled from training data, and the sources travel with the output.
Findings are written up as a document that reads like professional output rather than raw model text.
Material is assessed against explicit criteria you control, so the same standard is applied on every run.
Content is restructured into the form your deliverable or downstream system expects.
Market Attractiveness Assessment is routine in name only: the inputs are messy, the standard is unwritten, and two people rarely reach the same answer. Repeatable client analysis is the typical trigger — run the same structured analysis for every client or business unit so quality no longer depends on who picked up the work. Get it right and the conclusion holds up in the room; get it rushed and it gets picked apart. Either way it costs roughly 2–3 weeks of experienced attention.
As a Skill, the work is already sequenced. You bring the evidence, and the run produces a structured, review-ready deliverable plus a traceable record of what informed each conclusion. What sits between input and output is the codified method: thresholds, sequencing and the points where a human confirms a call — all of it visible and editable in the Skill. The practical effect: 2–3 weeks of manual work becomes a ~15 minutes run, held to an identical standard on the tenth engagement as on the first.
Market Attractiveness Assessment exports as a structured SKILL.md file and is MCP-ready, so the same method runs in ChatGPT, Claude, Copilot or your own AI products. Adapt it to your methodology, and the intelligence stays yours — not locked to one vendor.
Document comparison
Compares two document versions and reports the meaningful, substantive differences, filtering out formatting churn.
Competitor brief
Researches a named competitor against defined fields — positioning, pricing, hiring, footprint — producing a brief that's comparable across competitors.
Strategic Opportunity Scanner
Researches emerging growth opportunities across a sector and its adjacencies and scores each on momentum, market attractiveness, strategic fit and timing so effort goes only to the ones that are real and right for you.