Studio analytics

Vortex Studios — Cross-Club Insights

← Back to admin  ·  studio-vortex  ·  38 subscribed clubs  ·  rollup as of Mon 06:00 UTC
Prototype  ·  Data shown is illustrative. Each club running our catalog will POST aggregated rollups to /api/webhooks/analytics on a fixed schedule; this page renders that aggregated view.
Privacy posture: Raw fan events never leave the originating club node. Each row below is an aggregate over one club's anonymized sessions for the period — no fan identifiers, no per-session traces, no cross-club join keys. The signal is rich enough to drive content decisions and weak enough to keep operators out of any reidentification conversation.

This month at a glance

Subscribed clubs
38
▲ 4 new this month
Anonymous votes received
18,402
▲ 22%
Net catalog sentiment
+0.58
avg across all titles
Estimated B2B revenue
$4,128
▲ 14%

Strongest signal this period ●

Breakout title

Harness Initiation

Live in 31 of 38 clubs · net vote score +1,247 across the network. The Leather Lounge and four other clubs ran themed nights around it last weekend. Fans whose Leather and Bareback categories are both upvoted have a 71% thumbs-up rate on this title — your strongest taste-to-title alignment.

81% club reach
+1,247 net
2,184 plays
Leather × Bareback
Top clubs by net score
The Leather Lounge
Berlin
+318
Cabin Seven
SF
+264
Steam & Iron
Chicago
+212
Den 32
Montréal
+188
Boilerhouse
London
+162

Catalog performance

# Title Club reach ▲ Up ▼ Down ⊘ Pass Net Plays
1
Harness Initiation
Leather · Bareback · 38 min
 31 / 38 872 94 218 +778 2,184
2
The Workshop, Pt. III
Leather · BDSM · 42 min
 28 / 38 718 112 241 +606 1,847
3
Black Leather Sunday
Leather · 27 min
 27 / 38 624 88 194 +536 1,612
4
Smoke and Strap
Leather · BDSM · 51 min
 25 / 38 541 132 286 +409 1,398
5
Rain on the Roof
Watersports · 24 min
 18 / 38 412 98 312 +314 982
6
August at the Pier
Vintage · 33 min
 12 / 38 187 208 412 −21 521

Where your content lands

Top clubs by net score · last 30 days
1
The Leather Lounge
Berlin · 41 active players · 12 of your titles in catalog
2,184 plays
+318
2
Cabin Seven
San Francisco · 28 active players · 14 of your titles
1,847 plays
+264
3
Steam & Iron
Chicago · 22 active players · 9 of your titles
1,402 plays
+212
4
Den 32
Montréal · 16 active players · 11 of your titles
1,148 plays
+188
5
Boilerhouse
London · 19 active players · 8 of your titles
982 plays
+162
Top performers across all clubs
Rex Hadley
▲ 1,418in 28 clubs
Sam Voss
▲ 1,201in 26 clubs
Bruno Castille
▲ 947in 22 clubs
Daniel Crane
▲ 814in 19 clubs

Content research feed

▲ Trending up period over period
Harness Initiation
Leather · Bareback
+1,247
+418
Cabin Seven After Hours
Bareback
+612
+229
Steel Garage Run
Leather · BDSM
+341
+184
Rain on the Roof
Watersports
+314
+97
The Cellar Crew
BDSM · Leather
+267
+72
▼ Trending down candidates for retire / refresh
August at the Pier
Vintage · low club reach
−21
−84
Holidays in Hamburg
Vintage
+18
−61
Greyscale Sessions
Vintage · BDSM
+42
−47
Long Drive Home
Vanilla — low affinity
−9
−38
Quiet Sunday Loft
Vanilla · Vintage
+8
−24

The Vintage category is the consistent underperformer across the network. The dismissal rate (44%) is also unusually high — fans are passing on the thumbnails before pressing play. Consider refreshed cover art before a full retire decision.

Category affinity for your catalog

Categories your titles overlap with net score across all clubs
Leather
+3,418
in 14 of your titles · 71% upvote rate
Bareback
+2,914
in 11 of your titles · 68% upvote rate
BDSM
+1,847
in 9 of your titles · 62% upvote rate
Watersports
+892
in 4 of your titles · 54% upvote rate
Vintage
−341
in 6 of your titles · 38% upvote rate