Newam
Data & Reporting 2h Some experience One-on-one

Size a market when the data doesn't exist

How big is that market? For a lot of the questions worth asking, nobody has published the answer, or the report that exists costs thousands and measures something slightly different. AI Deep Research can still get you to a number, by pulling public sources, indirect signals and stated assumptions into an estimate. The catch is that one run gives you one confident-sounding answer with no error bar. Here we run several independent ones, compare where they disagree, and build a range you would be willing to put in front of a board.

What you'll walk away with

  • A defensible number for a market nobody has measured
  • A way to spot when AI is guessing and calling it a finding
  • Several independent estimates instead of one confident answer
  • A brief you can pull out the next time someone asks how big something is

What we'll do together

  • Break the question into segments, drivers and what actually needs looking up
  • Write a Deep Research brief that does not lead the model to your preferred answer
  • Run parallel approaches - top-down, bottom-up, proxy markets - and compare
  • Triangulate to a range and write down the assumptions it rests on

Who this is for

Founders, strategy and expansion people, consultants and business developers who have to put a number on a new country, segment or opportunity and cannot buy a report that answers it. Comfortable with ChatGPT, Claude or Gemini at a basic level.

Your consultant

AW
Andrej Winter

Learn the AI that fits your job - and use it without me.

AI adoption and behaviour changeAI use-case identificationExecutive AI advisoryAI training for managers and teamsAI automation and agentsProcess redesignMarket research and insightsAnalytics and measurementDigital product development
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