USAGE ANALYTICS

Usage Analytics

Prompt volume, active days, and usage distribution — 180-day period ending 7 June 2026

93
Licensed Users
92
Active Users
98.9% activation
22,462
Total Prompts
180-day window
244
Avg Prompts / User
Active users only
130
Median Prompts
Active users only
710
P90 Prompts
Top 10% threshold
39.2
Avg Active Days
Of 180 possible
874
Weekly Prompt Rate
Org-wide avg
Usage Distribution Notes
Median usage: 130 prompts over 180 days. Half of active users are below this count, half above. Approximately 0.7 prompts per day per median user.
P90 / power-user threshold: 710 prompts over 180 days. 90% of active users are at or below this count. Users above this threshold represent the top 10% by prompt volume. The fixed power-user threshold is set at 500+ prompts for cross-period consistency.
Top 25 Users by Prompt Volume
#Display NameEmailPromptsChat (work)Chat (web)Active DaysLast ActiveSegment
1Kev Cunninghamkecu@omada.net1,4089074831172026-06-07Power
2Kenneth Vering Tiemrothkti@omada.net1,2342768101132026-06-03Power
3Łukasz Specjałlsp@omada.net1,1519896932026-06-03Power
4John Maherjma@omada.net1,1321,074121042026-06-05Power
5Ashley Elizabeth Stells Davisasd@omada.net83660217182026-06-07Power
6Klaudia Kwitekklkw@omada.net8339701002026-05-31Power
7Daryl Leon Hornsbydlh@omada.net8167674952026-06-05Power
8Katherine Kovalska Nickelsonkkn@omada.net7947101142026-06-04Power
9Martin Kuhlmannmku@omada.net77372434692026-06-05Power
10Christina Wiese Vesthedecwv@omada.net7104410882026-06-05Power
11Malgorzata Strzeleckamst@omada.net70157229762026-06-07Power
12Sylvie Rohrdanzsro@omada.net67811010852026-06-05Power
13Timo Plögertpl@omada.net5322720722026-06-03Power
14Marc Vincent Bruno Bastinmba@omada.net494——922026-06-05Regular
15Niels Fengernfe@omada.net490——842026-06-03Regular
16Harriet Wedelhwe@omada.net486——702026-06-01Regular
17Vasilis Zormpasvzo@omada.net482——782026-05-29Regular
18Magdalena Klupińskamkl@omada.net468——472026-03-13Regular
19Mat Forrestmfo@omada.net380——472026-06-03Regular
20Anna Nordströmano@omada.net374——732026-06-03Regular
21Manuel Vielvamvi@omada.net369——642026-06-02Regular
22Paul Walkerpwa@omada.net351——662026-06-02Regular
23Safia Tahar Aissasta@omada.net342——322026-06-05Regular
24Rasmus Wåhlinrwa@omada.net295——632026-06-05Regular
25Carmen Fârtecfa@omada.net271——732026-06-05Regular

Chat (work) and Chat (web) prompt breakdowns only available in the export for some users. "—" indicates the breakdown was not captured separately for that user in this view.

Prompt Distribution — Top 13 vs. Rest
Active Days Distribution
Average active days among active users: 39.2 out of 180 (21.8%). Top users — Kev Cunningham (117 days), Katherine Kovalska Nickelson (114 days), Kenneth Vering Tiemroth (113 days) — show what daily habitual use looks like. The median user is active roughly 2–3 days per week.
Observations & Recommendations
Activation is effectively complete. The sole non-user (x_ account) is not a standard employee. For practical purposes Omada has reached 100% activation among its regular workforce.
Prompt volume is growing. Total prompts increased from 21,985 to 22,462 (+477) with the 28-day window shift. The weekly prompt rate of 874 is higher than the previous window's implied rate.
Usage concentration is high. The top 13 power users account for approximately 56% of all prompts. Broadening depth across the 79-person regular cohort is the key challenge.