01
Search
Buyers begin with product and category terms that define the first visibility battle.
02
Reddit
They validate trust through community recommendations, comparisons, and discussion threads.
03
AI Answers
Answer engines increasingly shape which brands are seen as credible and relevant.
04
Comparison Content
Buyers compare multiple result types before they commit, so page-one control matters.