Party.Camera

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Party.Camera Cohort Analysis ayç's Istanbul Social Circle 2024–2025

Saturday Nights to New Year: A Turkish Flywheel

ayç has been documenting Saturday nights in what appears to be an Istanbul social scene since September 2024. 13 cameras across 14 months. 3 guests converted — Beyza Çerkez, Kz, and Serenat. Turkish names, Turkish social context. Party.Camera works globally.

Cameras hosted
13
Sep 2024 – Nov 2025
Guest → host rate
33%
3 of 9 guests converted
Active since
Sep 2024
14 months of Saturday nights
Biggest camera
New Year 2025
3 guests · end of year ritual
New users
6
Ken, Nazlı Ece, Hüs, Pelin, Teo, pelik
01

Network + Timeline

Social graph and event history — who joined, who converted.

Network Graph
Host
Converted guest
Active guest
New user
Timeline
A
Sep 29, 2024
28-29/09/2024 random sunday
First social camera. 2 guests join.
T+0 · Origin
A
Oct 9, 2024
Wednesday Night
2 guests. Beyza Çerkez joins for first time.
Core group forms
By
Nov 30, 2024 · +57 days
Beyza creates first camera
Beyza Çerkez converts at 57 days. Goes on to host 3 cameras.
Converted
A
Nov 16, 2024
Saturday Night
2 guests. Kz joins.
Saturday ritual
Kz
Jan 10, 2025 · same period
Kz creates first camera
Kz converts — 2 cameras hosted.
Converted
A
Dec 31, 2024
New Year Party 2025
3 guests. Year-end ritual. Biggest camera.
New Year
A
Jan 10–11, 2025
Friday Night
Friday/Saturday double. 2 guests each.
Weekend ritual
A
Nov 29, 2025
Saturday
A year later — still hosting.
14 months active
02

The Flywheel

Party! The Flywheel 1. HOST creates camera 2. GUESTS join via link 3. REVEAL photos unlock 4. CONVERTS guests→hosts 5. GROWTH new users 33% convert reveal triggers desire to host
03

The Cohort

★ Host
ayç
Cameras hosted13
Active sinceSep 2024
Period14 months
Consistent Saturday-night documenter. The Turkish social scene in Party.Camera.
→ Converted
Beyza Çerkez
Cameras hosted3
Cameras joined5
Converted+57 days
57-day convert. Joined in October, hosting by late November. 3 cameras hosted.
→ Converted
Kz
Cameras hosted2
Cameras joined4
Converted in the same period. 2 cameras hosted independently.
→ Converted
Serenat
Cameras hosted1
Cameras joined2
Joined and eventually hosted one camera.
New User
Nazlı Ece
Cameras joined1
New to Party.Camera. Conversion window open.
New User
Hüs
Cameras joined1
Brand new. Conversion window open.
New User
Ken
Cameras joined1
Brand new. Conversion window open.
04

Key Signals

Global Product-Market Fit
ayç's cohort is entirely Turkish — names, social context, camera content. The flywheel works in Istanbul the same way it works in Amsterdam or Atlanta. The reveal mechanic is culturally universal.
14 Months, Still Active
September 2024 to November 2025. ayç hosted in 10 different months across 14. No churn, no gap longer than 10 weeks. Saturday nights → Party.Camera is an ingrained behavior.
International Market Signal
The dataset contains Dutch (Connor, Vienna), Russian/Chinese (Yen), Australian (Agnes, Julesy), Turkish (ayç), and US cohorts. Zero of these were targeted — they're all organic. International word-of-mouth is already working.