When updating our Target Market and 3-Year Picture in the V/TO, how should leadership teams use AI to stress-test market assumptions and competitor moves without relying on generic web summaries?

Question

Tyler Smith · Accepted Answer

Most leadership teams build their Vision/Traction Organizer assumptions in an echo chamber. When setting their 3-Year Picture or refining their Target Market, they guess what competitors are doing based on casual gossip or polished marketing claims.

Use AI to perform hard operational intelligence instead of asking it for generic industry summaries. Use a lightweight scraper to extract public operational data from your top competitors: their active job openings, recent customer reviews, customer support complaints, and changes in their published pricing or terms of service.

Feed this raw text into an AI model and instruct it to identify the operational pain points competitors are suffering from. If a competitor is constantly hiring entry-level technicians while customer reviews complain about delayed delivery, that is an operational vulnerability you can exploit.

Bring this synthesized report into your annual or quarterly planning session. When the leadership team evaluates the 3-Year Picture, use this data to stress-test your revenue targets and core differentiators. If your three uniques match what the market already considers baseline commodities, you can IDS the positioning immediately. AI does not decide your company vision, but it gives your leadership team unfiltered ground truth so your strategic planning is grounded in market reality rather than executive optimism.