Diary / field note

The buying decision can happen before the funnel begins

Clear documentation, metadata and trusted-source presence now decide whether a product enters the choice set.

An AI visibility audit and a live tooling choice showed the same mechanism: an agent compared structured evidence and formed a shortlist without opening ads or landing pages.

Read the full Insight