CourseApp · Product analytics

Usage is growing, while the next measurement gap is learner conversion.

A read-only PostHog snapshot of product activity, creator adoption, learning signals, acquisition context, and experience health.

9 Aug – 8 Sep 2026 UTC project timezone Test accounts filtered Generated 8 Sep 2026

Executive summary

Current window compared with 9 Jul – 8 Aug 2026. The comparison window is partial because the project began on 28 Jul.

Monthly active users
30
+76% vs 17
Pageviews
240
−26% vs 325
Creators onboarded
4
5 events · +100% users
Courses created
3
+200% vs 1
Topic completers
2
2 events · 0 prior
Web-vitals observations
154
Performance sample

Activity trend

Weekly totals. The final bucket covers 7–8 September.

Open in PostHog ↗

Pageviews

240 total
Weekly pageviews Pageviews by week: 44, 54, 54, 35, 5, and 48. 60300 9 Aug10–1617–2324–3031–67–8 Sep

Traffic was concentrated in the final two days, with 48 pageviews.

High-value product events

event totals
Weekly creator and learner events The strongest activity occurred on 7–8 September: three onboarding completions, three organisations, and three courses. 31.50 9 Aug10–1617–2324–3031–67–8 Sep
OnboardingOrganisationsCoursesTopics

Creator adoption

Organisation creation is the cleanest observed starting point for the creator funnel.

Organisation → course funnel

30-day window
Organisation created
4
Course created
3

75% conversion. Median time to course creation was approximately 3.8 minutes; average time was approximately 3.3 minutes.

Creator milestones

unique users
Onboarding completed
4
5 events
Organisations created
4
4 events
Courses created
3
3 events
Events created
0
Not observed
Checkout started
0
Not observed
Billing conclusion
Payment event required
Interpretation: creator setup activity is present, but the sample does not yet support a commercial conversion conclusion.
Funnel caveat: onboarding completions did not appear before organisation creation in the observed sequence, so an onboarding-first funnel was not presented as a valid conversion path.

Learner engagement

Learning signals are currently much thinner than creator signals.

Observed learner events

current vs previous
EventCurrentPreviousReading
Course enrolments00Not observed
Event registrations00Not observed
Topic completions202 unique users
Course completionEvent not tracked

Topic completion detail

2 completions
2 topic completions were recorded across 2 distinct topics in fearless-business-accelerator-12-weeks.

This is an engagement signal, not a full-course completion rate. Enrolment and course-completion events are needed to calculate learner conversion and completion reliably.

Reach and acquisition context

240 regular pageviews from 30 monthly active users.

Top paths by pageviews

pageviews · users
/
47 · 10
/courses
29 · 10
/login
26 · 15
/verify-email
20 · 13
/signup
18 · 16
/onboarding
15 · 11

Format: pageviews · unique users. The remaining paths contributed 85 pageviews.

Referrer mix

pageviews
Direct
92
www.courseapp.com
81
app.courseapp.com
43
fearless.courseapp.com
21
temp-mail.org
3

Owned CourseApp domains account for 145 pageviews. Marketing attribution is not yet meaningful from this sample.

Device mix

pageviews
Desktop
179
74.6%
Mobile
61
25.4%

Top geography

pageviews
United Kingdom
143
Pakistan
65
United States
21

Traffic quality

classification
Regular pageviews
240
No bot or automation traffic observed

Test accounts were filtered using the project configuration.

Experience health

Performance signals are available; exception volume was not observed in this window.

Open health insight ↗

Web vitals

154 observations
P90 LCP
4.00s
Largest contentful paint
P90 INP
210ms
Interaction latency
Average CLS
0.032
Layout shift

The P90 LCP tail is the clearest performance follow-up; segment it by route and device in a larger sample.

Friction signals

autocapture
Exceptions observed
0
No events
Rageclick events
13
5 users affected
Follow-up
Review rageclick paths

Zero captured exceptions does not prove zero application errors; it means no PostHog exception events were observed.

Retention and measurement readiness

Use this section to guide the next analytics iteration.

Retention status

Not mature
Do not use retention as a client KPI yet. The project only began on 28 July, the active-user sample is 30 people, and the current learner return events are too sparse for a dependable cohort curve.

Recommended next measure: learner enrolment → first topic completion → repeat topic completion, once enrolment and return activity are consistently captured.

Instrumentation gaps

next actions
Course enrolmentNot observed
Event registrationNot observed
Successful payment/subscriptionNot tracked
Full course completionNot tracked

Key findings and recommended actions

Evidence-backed, with no causal claims inferred from this snapshot.

1. Creator setup is the strongest measurable journey

Four organisations produced three courses, a 75% observed organisation-to-course conversion.

Action: keep this funnel visible and add a stable creator activation definition.

2. Learner conversion cannot yet be evaluated

There were two topic completions, but no observed enrolment or event-registration events.

Action: verify learner event delivery before reporting completion or retention.

3. Performance warrants route-level follow-up

P90 LCP was 4.00s across 154 web-vitals observations; rageclicks affected five users.

Action: inspect the highest-volume paths and the sessions behind rageclicks.