How do sales and marketing differ?
Sales converts known opportunities into revenue through direct, one-to-one engagement, while marketing creates and qualifies demand through scalable, one-to-many programs. In AEO (Answer Engine Optimization), marketing earns AI citations and visibility that shape buyer shortlists before sales conversations begin. According to JJ La Pata, Chief Strategy Officer at TSC, “AI search compresses discovery into answers, so marketing must win the citation before sales can win the deal.” For example, a sales team typically tracks pipeline stages like SQL-to-close rate, while marketing tracks leading indicators like AI referral traffic and cited mentions in 2026 AI search results.
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