SnapGPT usage

The SnapGPT usage page (Monitor > SnapGPT usage) shows you how users in your organization are adopting and engaging with SnapGPT. You can:

  • Monitor active user counts across daily, weekly, and monthly periods.
  • Review prompt volume and per-user engagement trends.
  • See which SnapGPT skills are most and least used across your organization.
  • Identify your most active users by prompt count.

SnapGPT usage page in Monitor

Page controls

The controls at the top of the page apply to the active users trend chart and the prompts per day chart. The tiles on the daily , weekly and monthly active users always reflect fixed trailing periods (today, last 7 days, and last 30 days) regardless of the selected window.

  • Time window selector: Toggle between 7, 9, and 30 days to change the period shown in the trend charts and the Prompts run tile.
  • All actions filter: Multi-select the options from the dropdown to filter the Usage by action chart and prompt KPIs to one or more SnapGPT skill types. Default value is all actions.

The as of caption beneath the page title shows the most recent day with recorded activity for this organization.


SnapGPT usage page in Monitor

Adoption and activity

The top row of tiles and the two trend charts give a snapshot of how widely and how often SnapGPT is used.

Active users and prompts

The top of the page shows the following tiles:

  • DAILY ACTIVE USERS: The number of unique users who ran at least one SnapGPT prompt today. For example, a value of 5 means 5 different users have used SnapGPT so far today.
  • WEEKLY ACTIVE USERS: The number of unique users who ran at least one prompt in the last 7 days. A value of 20 means 20 different users have engaged with SnapGPT at least once this week, regardless of how many prompts each ran.
  • MONTHLY ACTIVE USERS: The number of unique users who ran at least one prompt in the last 30 days. Use this to gauge the overall reach of SnapGPT adoption across your organization.
  • PROMPTS RUN: The total number of prompts submitted in the selected time window. A high number relative to your active user count indicates that users are running multiple prompts per session and engaging with SnapGPT regularly.
  • STICKINESS: The ratio of daily active users to monthly active users, expressed as a percentage. A value of 30% means that, on average, 30% of your monthly users return to SnapGPT on any given day. Higher values indicate that SnapGPT is part of developers' daily workflow rather than used occasionally.

Each tile also shows a vs prior period comparison beneath the value. A positive percentage (for example, +17% vs prior period) indicates an increase compared to the equivalent previous period, while a negative percentage (for example, -33% vs prior period) indicates a decrease.

If no SnapGPT activity exists in the selected window, all tiles display 0 or 0% and a guidance message appears in place of the charts.


SnapGPT usage KPI tiles showing daily, weekly, and monthly active users, prompts run, and stickiness

Active users chart

The chart shows two overlapping data series over the selected time window:

  • Bars: Each bar represents the number of unique active users on a specific day. Taller bars on certain days indicate higher-than-usual engagement — for example, a spike mid-week may suggest a team training session or a new feature release driving adoption.
  • Trend line: The 7-day moving average line smooths out day-to-day variation so you can see whether overall adoption is growing, declining, or staying flat over time.

SnapGPT usage page in Monitor

Hover over any bar or point on the trend line to see a tooltip showing when the data point occurred, the number of active users on that day, and the 7-day average at that point. For example, a tooltip showing 14d ago · 8 active users · 7-day avg: 5.3 means that 14 days ago, 8 users were active, and the average over the surrounding 7 days was 5.3 users per day — indicating that day had above-average activity.

Prompts per day chart

The chart shows the total number of prompts submitted across all users each day over the selected window, with two overlapping data series:

  • Bars: Each bar represents the total prompts run on that day across your organization. A consistently high bar height indicates regular, sustained usage. A sudden spike may point to a specific event such as a demo, training, or a new feature being explored.
  • Trend line: The 7-day moving average smooths daily fluctuations so you can identify whether overall prompt volume is trending up or down over time.

The Prompts / user / day headline above the chart shows the average number of prompts per active user per day across the selected window. A higher value indicates that active users are engaging deeply with SnapGPT, not just trying it once.

Hover over any bar or point on the trend line to see a tooltip showing when the data point occurred, the total number of prompts on that day, and the 7-day average at that point. For example, a tooltip showing 7d ago · 42 prompts · 7-day avg: 3.71 means that 7 days ago, 42 prompts were run in total, and the average over the surrounding 7 days was 3.71 prompts per day.


Prompts per day chart on the SnapGPT usage page

Usage by action

The Usage by action chart shows which SnapGPT skills developers use most, broken down by skill category. It answers the question: across all the prompts run in your organization, which specific SnapGPT capabilities are driving the most activity?

Each row in the chart represents a single SnapGPT skill. The length of the bar indicates the skill's prompt volume relative to all other skills — a longer bar means more prompts were run using that skill. The number on the right shows the total prompt count for that skill in the selected window, and the percentage next to it shows that skill's share of all prompts run. For example, Ask AI · 90 · 30% means that 90 prompts used the Ask AI skill, which accounts for 30% of all prompts run in the selected window.

Skills are ranked from most to least used and grouped by color into four categories visible in the legend:

  • Pipeline: Generate Pipeline, Describe Pipeline, Refine Pipeline, Analyze Pipeline
  • Snap: Refine Snap
  • Expression: Generate Expression
  • Help: Ask AI

Use this chart to identify which skills are well adopted and which remain underused. A skill with a very small bar and low percentage may indicate that developers are unaware of it, which can help you prioritize enablement efforts.


Usage by action chart on the SnapGPT usage page

Top users

The Top users table identifies the 10 most active SnapGPT users in your organization for the selected time window, ranked by the number of prompts they have run. Use this table to find your SnapGPT champions — the users who engage most heavily and can help drive adoption across your team.

The table shows the following columns:

  • User: The display name or, if unavailable, the masked email address of the user.
  • Prompts: The total number of prompts the user submitted in the selected window. A higher number means the user is engaging with SnapGPT more frequently. For example, a value of 45 means that user ran 45 SnapGPT prompts in the selected period.
  • Most-used action: The single SnapGPT skill that user ran most often in the selected window. For example, if a user's most-used action is Generate Pipeline, it means they primarily use SnapGPT to build pipelines rather than for other tasks such as debugging or expression assist.
Note: The table is scoped to your organization. Users from other organizations do not appear.

Top users table on the SnapGPT usage page