Operations Guide
AI PQL Acceptance and Time-to-Value Scorecard for PLG Teams
PQL programs leak pipeline when acceptance quality, follow-up bandwidth, and time-to-value are reviewed in separate systems. This scorecard aligns them into one execution cadence.
Implementation Steps
- Set baseline and target for sales-accepted SQL rate, follow-up SLA, and median time-to-value by segment.
- Map growth-pod review throughput and sales follow-up throughput to verify dual-capacity coverage above 1.00.
- Generate Week 1 to Week 12 checkpoint targets for accepted SQL volume, time-to-value reduction, and ARR run-rate lift.
- Escalate any checkpoint that misses acceptance, speed, or capacity thresholds and reassign owners within one review cycle.
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- Provider and model split recommendations
- Budget guardrail design by traffic stage
- KPI plan for spend, quality, and conversion