Customer Insights

Use when consolidating product usage, health, and sentiment signals for lifecycle programs.

Published by @gtmagents·from gtmagents/gtm-agents·0 agent reads / 30d·0 saves·Updated June 14, 2026

Customer Insights & Telemetry Skill

When to Use

Building segment-specific lifecycle journeys.
Prioritizing accounts for adoption help, expansion offers, or advocacy invites.
Diagnosing churn/retention risks and surfacing insights to CS + product.

Framework

Signals Stack – product usage, engagement, sentiment, commercial, health composite.
Data Plumbing – define sources (warehouse, product analytics, CS tools) and refresh cadence.
Normalization – align account/user IDs, tag personas/verticals.
Insight Delivery – dashboards + alerts to lifecycle, CS, product teams.
Closed Loop – track outcomes (expansion booked, churn prevented, advocacy activated).

Templates

Health score schema (dimensions, weight, threshold, owner).
Insight brief (observation, impact, recommended play, owner, due date).
Data dictionary for lifecycle dashboards.

Tips

Keep manual notes from CSMs in sync with telemetry to avoid blind spots.
Tag signals by persona/vertical for more precise plays.
Automate distribution via Slack/email alerts tied to triggers.

More on the bench

Draft Response

Draft a professional customer-facing response tailored to the situation and relationship. Use when answering a product question, responding to an escalation or outage, delivering bad news like a delay or won't-fix, declining a feature request, or replying to a billing issue.

customer-success+2

Qbr Builder

Create Quarterly Business Reviews with account health scores, usage analytics, ROI analysis, expansion opportunities, and risk mitigation

customer-success+1

Email Sequence

When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," or "lifecycle emails." For in-app onboarding, see onboarding-cro.

Alireza Rezvani

marketing-growth-copy+2

Sharebench · Public bench

Connect via MCP.

Add the public bench to any AI tool. Your agents read every artifact you see — no signup needed.

1Pick your tool

# Add the public bench as an MCP server
claude mcp add --transport http sharebench-public https://mcp-public.sharebench.ai

# Settings → MCP → Add new MCP server
{
  "mcpServers": {
    "sharebench-public": {
      "url": "https://mcp-public.sharebench.ai"
    }
  }
}

# Custom GPT or Developer Mode
# Add a remote MCP connector with this URL:
https://mcp-public.sharebench.ai

# Append to ~/.codex/config.toml
[mcp_servers.sharebench_public]
url = "https://mcp-public.sharebench.ai"

2Ask your agent for an artifact

Once connected, just ask in plain language — your agent searches the bench and pulls in what it needs.“Pull the brand voice from sharebench and rewrite this draft.”