Operating ProcedureExecution layer

Insight Packaging and Review Cadence Design (Retention)

A template with 7 steps: Map each client's decision calendar before designing any report template.

By InnovaAI ResearchPublished

What are the steps?

template

Insight Packaging and Review Cadence Design (Retention)

  1. 01

    Map each client's decision calendar before designing any report template

    List the recurring decisions the client actually makes (campaign go/no-go, crisis response, quarterly board narrative, product launch timing) and the dates those decisions land. A monthly PDF that arrives after the budget review is a dashboard, not an insight deliverable.

  2. 02

    Assign every monitored query cluster to one named decision owner

    For a consumer brand client, competitor share-of-voice queries may belong to the strategy lead while product-defect mentions belong to customer service. Unowned query clusters generate volume without action and inflate analyst hours.

  3. 03

    Set the review cadence in three tiers: alert, weekly digest, quarterly deep dive

    Alerts fire only on pre-agreed thresholds (sentiment swing beyond a stated band, volume spike above baseline, named-crisis keyword). The weekly digest covers movement and open questions. The quarterly session carries the interpretation, competitive framing, and recommended response plan.

  4. 04

    Draft the insight template with a fixed four-part structure

    Each insight entry states what changed, the evidence (mention volume, source mix, sample size, language coverage), the business implication, and the recommended action with an owner. Cap the weekly digest at five entries so the client reads it.

  5. 05

    Publish the sampling and coverage caveats alongside every number

    State which platforms and languages were covered, the date range, and any known gaps (private communities, closed groups, paywalled press). Platforms differ widely in source counts, so a share-of-voice figure without a coverage note invites the client to over-trust it.

  6. 06

    Price the retainer against analyst hours and escalation obligations, not seat access

    Build the commercial model from the review cadence: hours for digest production, deep-dive preparation, and on-call crisis response. Dashboard logins are a delivery mechanism; the client is buying interpretation and a response plan.

  7. 07

    Run a quarterly cadence review with the client and re-cut the query set

    Ask which insights changed a decision and which went unread. Retire dead query clusters, add emerging topics, and adjust alert thresholds. This review is also the natural moment to re-scope the retainer upward when the client's decision calendar has grown.