KPI Tree

Slack Metric

Collaboration

Integration Usage Rate = Active Integrations / Total Installed Integrations × 100

Integration Usage Rate measures how actively installed Slack apps and integrations are used, tracking message volume from bots, user interactions with app commands, and workflow triggers per integration. It reveals which integrations deliver value and which are unused overhead.

SlackCollaboration

Integration Usage Rate

Integration Usage Rate measures how actively installed Slack apps and integrations are used, tracking message volume from bots, user interactions with app commands, and workflow triggers per integration. It reveals which integrations deliver value and which are unused overhead.

How to calculate integration usage rate

Integration Usage Rate = Active Integrations / Total Installed Integrations × 100

Why integration usage rate matters for Slack users

Slack workspaces accumulate integrations over time, and unused integrations create noise, security risk, and confusion. Regular usage analysis ensures that each integration justifies its presence and that new integrations are adopted rather than forgotten.

For Slack administrators, integration usage data informs renewal decisions, identifies integrations that need better onboarding, and surfaces opportunities to consolidate overlapping tools. It is also essential for security audits of third-party access.

Understand and act on integration usage rate with KPI Tree

Extract integration activity data from Slack into your warehouse and compute usage rates per integration in KPI Tree. Link it to workflow automation usage and alert fatigue score in your operations tree.

Assign RACI ownership to IT administrators and conduct quarterly reviews of unused integrations, removing those that no longer provide value.

Get started with your Slack data

Query using MCP
MCP

Pull metrics from Slack directly through the Model Context Protocol.

Data Warehouse
SnowflakeBigQueryDatabricksRedshift

Connect your existing warehouse where Slack data already lands.

Professional Services
FivetranSnowflakedbt

Our professional services team can build you turn-key AI foundations in a matter of weeks. Data warehouse on Snowflake/BigQuery, ELT with Fivetran, all modelled in dbt with a semantic layer.

Related Slack metrics

Workflow Automation Usage

Collaboration

Metric Definition

Workflow Usage = Total Workflow Executions / Time Period

Workflow Automation Usage tracks the adoption and execution volume of Slack Workflow Builder automations and custom bot workflows. It measures how many workflows exist, how frequently they are triggered, their completion rates, and the time they save compared to manual processes.

View metric

Alert Fatigue Score

Collaboration

Metric Definition

Alert Fatigue Score quantifies the degree to which automated alerts in Slack overwhelm recipients, measured through alert volume, acknowledgement rate, and the ratio of actionable to informational alerts. High fatigue scores indicate that noise is drowning out genuine signals.

View metric

Platform Adoption Rate

Collaboration

Metric Definition

Platform Adoption Rate = Active Users / Total Provisioned Users × 100

Platform Adoption Rate measures the percentage of organisation members who are actively using Slack - sending messages, reacting, or engaging with content - within a defined period. It distinguishes between accounts that exist and accounts that are genuinely adopted into daily workflows.

View metric

Workspace Health Score

Collaboration

Metric Definition

Workspace Health Score is a composite metric that evaluates the overall health of a Slack workspace by weighting factors such as platform adoption rate, active channel ratio, engagement depth, DM-to-channel ratio, and notification engagement. It provides a single number for tracking workspace quality over time.

View metric

Empower your team to understand and act on Slack data

Map what drives your metrics, measure progress at any grain, prove what works statistically, and deliver personalised action plans to every team member.

Experience That Matters

Built by a team that's been in your shoes

Our team brings deep experience from leading Data, Growth and People teams at some of the fastest growing scaleups in Europe through to IPO and beyond. We've faced the same challenges you're facing now.

Checkout.com
Planet
UK Government
Travelex
BT
Sainsbury's
Goldman Sachs
Dojo
Redpin
Farfetch
Just Eat for Business