The opportunity
Search demand for AI Companies
Buyers search by problem rather than category, using phrases like "automate invoice processing". That is the customer context an organic search plan has to respect.
The intent model needs to account for this pattern: Buyers search by problem, use case, product or service category, capability, compatibility, price, and proof that the provider fits the work. Research should group those needs by the decision behind the query, not just by monthly search volume. The stated market need is specific: Turn problem-based searches into demos and trial signups from business buyers.
