Conversational intelligence in GTM (Top of Funnel) comes in two types

Conversational intelligence for go-to-market strategies operates at two distinct levels:

People-level — Understanding what individuals discuss: their pain points, plans, and complaints.

Company-level — Grasping organizational conversations about specific challenges, departmental direction, and priorities.

Most existing tools emphasize people-level intelligence across fragmented channels. LinkedIn hosts mostly knowledge sharing and strategic discussions, with raw problem statements being uncommon. Reddit offers unfiltered, contextual problems but lacks reliable company qualification. Twitter falls somewhere between these extremes.

The fundamental limitation: People-level intelligence rarely reveals budget capacity, organizational direction, or departmental priorities.

Job postings represent the optimal alternative to internal company discussions. These documents articulate company plans, needs, ideas, and directions in structured text. When analyzed collectively across multiple postings from a single organization, job postings create an aggregated narrative about what that company requires.

This constitutes company-level conversational intelligence: publicly available, systematically organized, and predictive. These indicators precede formal buying signals.