YOUR PROJECT OUTCOME

An updateable competitive dossier with an alternatives map, source register, three scenarios and a reasoned strategic decision.

Who it is for

Entrepreneurs, brand managers and consultants interpreting market developments and assessing opportunities for differentiation.

What you need to start

A clearly defined market and strategic question. Basic familiarity with spreadsheets and web research; access to confidential competitor information is not required.

The curriculum

01

Defining the competitive landscape

Define direct competitors, substitutes, in-house solutions and non-consumption. Use AI to suggest an initial map, then verify it through sources and inclusion criteria.

02

Sources and verifiable signals

Collect public information on offers, prices, launches and channels. Record dates, provenance and limitations; verify every citation and distinguish announcements from outcomes.

03

Comparing offers and messaging

Create a comparable matrix and use AI to classify promises, evidence and language. Check classifications manually and flag missing information rather than filling it by inference.

04

Monitoring and updates

Design a recurring AI collection and synthesis process with permitted sources, deduplication and human review. Define which changes warrant further investigation.

05

Scenarios and differentiation hypotheses

Develop three strategic scenarios and challenge them through AI-supported critique. Assess competitive responses, imitability and resource requirements without treating competitors’ intentions as certain.

06

The strategic decision

Present an executive dossier with evidence, implications and a market test. Separate observed signals, recommendations and the evidence still required.

The final project

An intelligence system covering at least five competitive alternatives: source register, current comparison matrix, a verified AI briefing and three strategic scenarios.

Planned assessment criteria

Planned review criteria include source reliability, data comparability, traceability of AI synthesis and decision value. Unavailable information remains explicit; future competitor behaviour is treated as a hypothesis.

Tools and materials

  • AI assistants with verifiable citations
  • Competitors’ public sources
  • Competitive intelligence worksheet
  • Update and review register

Listed tools are examples, not partnerships. Access requirements and possible additional costs will be specified before enrolment.

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URBAN HOUSE LUX · PRIVATE BRIEF

YOUR NEXT CHAPTER

Your search,
a few considered choices.

Prepare your brief. Then choose to explore it with ChatGPT or discuss it with an advisor.

What matters most?

No automated valuation or access to the private portfolio. The brief organises your preferences; AI analysis takes place in ChatGPT if you choose to open it.