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Party.Camera Cohort Analysis nicky's Bar & Music Scene Jul 2024 – Sep 2025

Earliest Organic Adopter: Bar Nights, July 4th, Balloon Glow

nicky started in July 2024 — one of the earliest organic users in the dataset. Bar nights, Ohio road trips, a Chattahoochee night, July 4th, a Balloon Glow festival. KT converted in 9 days, Muhobs in 1. 14 months of continuous hosting.

Cameras hosted
14
Jul 2024 – Sep 2025
Guest → host rate
33%
3 of 9 guests converted
Active since
Jul 2024
Earliest organic host in dataset
Fastest convert
1 day
Muhobs, Hump Day → hosting next day
New users
6
Evelyn, Ryan, Scott, Rocket, Ann-EE, Shayna
01

Network + Timeline

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

Network Graph
Host
Converted guest
Active guest
New user
Timeline
N
Jul 31, 2024
Hump Day
First camera. KT, Muhobs, and others join.
T+0 · Earliest in dataset
Mu
Aug 1, 2024 · +1 day
Muhobs creates camera
Muhobs converts the day after Hump Day. Fastest convert in cohort.
1-day convert
N
Aug 1–8, 2024
Thurs
Consecutive weekly cameras. Bar circuit forming.
Weekly habit
KT
Aug 9, 2024 · +9 days
KT creates first camera
KT converts after 9 days. Goes on to host 5 cameras.
9-day convert
N
Aug 7, 2024
Ohio + STL
Road trip camera. New guests: Scott, Ryan.
Road trip use case
N
Nov 1, 2024
Chattahoochie
Chattahoochee night. Evelyn, Ann-EE join.
Venue night
N
Jul 4, 2025
July 4th!
4 guests. Independence Day — biggest camera a year in.
One year later
N
Sep 19, 2025
Balloon Glow
Balloon festival. 3 guests. Final camera in dataset.
Seasonal event
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
nicky
Cameras hosted14
Active sinceJul 2024
Period14 months
Earliest organic adopter in the dataset. Bar nights, road trips, holidays, festivals. 14 cameras across 14 months.
→ Converted
KT
Cameras hosted5
Cameras joined18
Converted+9 days
9-day convert. Joined Hump Day, hosting within the week. 5 cameras — most prolific convert in cohort.
→ Converted
Muhobs
Cameras hosted5
Cameras joined19
Converted+1 day
1-day convert. Hump Day reveal → hosting the next night. Tied with KT for most cameras.
→ Converted
Lindsey
Cameras hosted2
Cameras joined4
Converted+159 days
159-day long-tail convert. Still converted — hosted 2 cameras.
New User
Evelyn
Cameras joined1
Chattahoochee night. Brand new.
New User
Ryan
Cameras joined1
Road trip. Brand new.
New User
Scott
Cameras joined1
Road trip. Brand new.
New User
Rocket
Cameras joined1
Brand new. Conversion window open.
04

Key Signals

14 Months, Zero Churn
nicky started July 2024 and was still hosting in September 2025. 14 cameras, no gaps longer than 8 weeks. This is habitual use — Party.Camera replaced the phone camera for social nights out.
The 1-Day Convert
Muhobs joined Hump Day on July 31 and hosted their own camera August 1. The product converted a guest in under 24 hours. No push notification, no re-engagement — just the reveal.
Varied Event Types
Bar nights, Ohio road trip, Chattahoochee, July 4th, Balloon Glow festival, Weekenders Club. nicky proves the product works for any recurring social occasion — not just parties or travel.