Le-Ko — Power BI product health snapshot

Focus: what got worse vs the prior week across Engagement, Groups, Posts, and Push

Current period: 29 May – 04 Jun 2026 · Comparison: 22 May – 28 May 2026
Report generated: 05 June 2026 · Source: Power BI PDF exports (reports/data) · PostHog for cross-checks only

Executive summary Power BI — all subjects

Product behaviour from Power BI exports. PostHog cited only where it explains a gap.

Critical — engagement is falling faster than posting volume is rising

Total engagement dropped 622 → 437 (-29.7%), while posts rose 48 → 59 (+22.9%). Engagement per post fell 12.96 → 7.41 (-42.8%). Only 0.69% of users engaged (was 0.93%).

Critical — group participation collapsed

Users in at least one group: 19 → 12 (-36.8%). Memberships 23 → 12 despite total groups rising 2 → 3. Share of users in groups: 3.09% → 1.95%.

Medium — chat and event creation softened

Chat messages 56 → 29 (-48.2%); chat participation 1.13% → 0.65%. Users creating events 0.49% → 0.16%.

Bright spot — push redirect rate improved

Push volume 11,000 → 12,000 sent; redirected opens 60 → 100. Click-through 0.56% → 0.84% — best week in this pair, though still sub-1%.

Watch list (medium priority)

Content supply up, creator share down — posts +22.9% but % users creating content 9.72% → 6.48%.
Comments up, likes down — comments 30 → 47 while likes 572 → 369 (discussion without broad approval).
Time-to-first-post flat at ~7.6 days — new posters still take a week; posting volume is not accelerating onboarding-to-content.
Groups dashboard gap — current-week event totals show “--” in Power BI; treat event trends cautiously until export is complete.

Cross-source threads (Power BI + PostHog)

More posts, fewer engaged users — Power BI engagement rate down; PostHog active users 155 → 130 (-16.1%). The per-post drop is larger than the user-base drop → content is not landing.
Group discovery without joins — PostHog Group deep-link opens 1 → 18 while Power BI memberships halved. Traffic is arriving; conversion to membership is not.
Onboarding vs groups — PostHog onboarding completions 54 → 46; new users may not be discovering groups before churning from community surfaces.

Engagement Power BI — engagement

437

Total engagement

-29.7% vs prior week

7.41

Engagement / post

-42.8% vs prior week

0.69%

% users engaged

-25.8% vs prior week

Volume up, intensity down

Posts grew from 48 to 59 (+22.9%), but total engagement fell -29.7%. Likes dropped 572 → 369 (-35.5%). Comments rose 30 → 47 — a narrower, more argumentative engagement mix.

Fewer creators as a share of the base

% users who create content: 9.72% → 6.48%. Average posts per user ticked up (0.08 → 0.1) because a smaller cohort posts more often — not broad-based participation.

Daily engagement vs posts (Day 1–7 aligned)

Blue = total engagement actions; gold = posts published that day. Compare shape, not calendar date.

Engagement mix

Metric	This week	Prior week	Change
Total posts	59	48	+22.9%
Total likes	369	572	-35.5%
Total comments	47	30	+56.7%
ER user	4.70%	4.54%	—
Chat messages	29	56	-48.2%
Chat participation %	0.65%	1.13%	—
Avg actions per engaging user	10.93	10.37	+5.4%

PostHog cross-check: Active users 155 → 130 — engagement decline exceeds MAU decline, so feed quality or audience fit is likely involved, not only fewer people online.

Groups Power BI — groups

Users in ≥1 group

-36.8% vs prior week

Total memberships

-47.8% vs prior week

1.95%

Share of users in groups

-36.9% vs prior week

More groups, fewer members each

Total groups 2 → 3 while users in groups fell 19 → 12. Memberships 23 → 12 (-47.8%). Average groups per user rose (0.11 → 0.25) but only because the denominator shrank — not healthy expansion.

Events data incomplete this week

Prior week: 3 events, 6 participants, RSVP ratio 26.09%. Current export shows “--” for several event fields — flag for data pipeline / filter refresh before acting on event KPIs.

Group participation KPIs

Metric	This week	Prior week	Change
Total groups	3	2	+50.0%
Users in at least one group	12	19	-36.8%
Group memberships	12	23	-47.8%
Share of users in groups	1.95%	3.09%	—
Total events	—	3	—
Event participants	—	6	—
RSVP vs memberships	—	26.09%	—

PostHog cross-check: Group deep-link opens jumped 1 → 18 while memberships fell — users are landing on group surfaces but not joining. Pair with onboarding (54 → 46 completions) to test “new users never discover groups” hypothesis.

Posts Power BI — posts

Total posts

+22.9% vs prior week

7.56

Avg days to first post

0.0% vs prior week

0.1

Avg posts / user

+25.0% vs prior week

Coach-led supply growth

Coach posts 34 → 39 (+14.7%); athlete posts 14 → 20 (+42.9%). Feed posts 43 → 53; groups posts 5 → 6.

Media-rich posts increasing

Video-only posts 19 → 23; photo-only 21 → 26; both media types 3 → 4. Gallery-with-post count unchanged at 128 — incremental posts are not pulling more profiles into gallery usage.

Post media mix

Metric	This week	Prior week	Change
Athlete posts	20	14	+42.9%
Coach posts	39	34	+14.7%
Groups posts	6	5	+20.0%
Feed posts	53	43	+23.3%
No gallery / no post users	410	410	flat
Avg days until first post	7.56	7.56	flat

Push notifications Power BI — push notifications

12,000

Notifications sent

+9.1% vs prior week

100

Redirected opens

+66.7% vs prior week

0.84%

Sent → redirected rate

+50.0% vs prior week

Higher send volume with better conversion

Sent volume rose ~9.1% (11,000 → 12,000). Redirected opens up +66.7%. Effective rate 0.56% → 0.84%. Opt-in base grew (enabled prefs 307 → 345) with stable enabled ratio (~91.51%).

Still sub-1% — room to grow

Even at 0.84%, most pushes do not drive a return session. Pair with engagement drop: re-engagement pushes may be reaching users who no longer interact with feed content.

Push volume vs redirects

Metric	This week	Prior week	Change
Sent	12,000	11,000	+9.1%
Redirected	100	60	+66.7%
Sent → redirected %	0.84%	0.56%	—
Push pref enabled	345	307	+12.4%
Push pref disabled	32	27	+18.5%