Evidence signals
Transfer timing variance
In some cases, an AE responds within hours of a meeting being scheduled, and in others, the first touch happens days later.
Across 12 timelines we reviewed:
- Opp A was scheduled Monday and received same-day follow up.
- Opp B was also scheduled Monday, but first AE contact came Thursday.
- Opp C was scheduled Tuesday and had no AE touch before the meeting.
The pattern did not correlate with deal size or priority tier. The spread pointed more toward how the transfer was handled than how the deal was ranked.
Context collapse in handoff notes
In many handoffs, the notes capture what happened, but not why it mattered.
Example note styles observed:
- "Met with {{Title}}. Interested. Next step: demo."
- "Booked via outbound. 30-min intro."
- "Marketing qualified. ICP match."
What was harder to find was the underlying tension.
- Why they agreed to meet
- What risk or tension was expressed
- What specific outcome they are evaluating
- What objection surfaced but was not resolved
When that context is thin, the AE often restarts discovery instead of advancing the existing thread.
Step mismatch between "booked" and "qualified"
The "booked" label contains multiple realities:
- Curiosity-driven meetings
- Evaluation-stage meetings
- Delegated exploratory call
Downstream motion depended on which reality occurred, but the system treats it all as identical stage progression.
When the underlying meeting reality is misclassified, the AE motion drifts from the original intent.
