Party.Camera

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Party.Camera Cohort Analysis Jaclyn's Social Circle 2025–2026

Party Scenes, Concerts, and the Tightest Cohort

Jaclyn documented 9 events across 4 months — Farm Fest, NYE, a Vegas weekend, St. Pete, the Super Bowl. 5 of her 12 guests became hosts themselves. Her social cluster is so tight that most of them converted each other.

Cameras hosted
9
Oct 2025 – Feb 2026
Guest → host rate
42%
5 of 12 guests converted
Fastest conversion
8 days
Molly, from first join
Cluster depth
5 hosts
all connected to each other
New users
7
entered via Jaclyn cameras
01

Network + Timeline

Social graph showing how the cohort connected — and which guests went on to host.

Network Graph
Host
Converted guest
Active guest
New user
Cohort Timeline
J
Oct 11, 2025
Farm Fest 2025
Jaclyn hosts her first camera. Callie, Sarah G, Laura, Maria join.
T+0 · Origin
L
Nov 1, 2025 · +21 days
Marina Y Miguel Wedding
Laura creates her first camera. Hosts a wedding event.
Converted
J
Dec 31, 2025
NYE 2025 ✨
Jaclyn hosts NYE. Will and Kelly join.
New year, new users
J
Jan 17, 2026
🎰🏔️ Weekend Pt. 1
Casino/mountain weekend. Beans, Callie, Sarah G return.
Repeat guests
Mo
Jan 25, 2026 · +8 days
Molly hosts
Molly creates her own camera just 8 days after joining.
Fastest conversion
J
Feb 1, 2026
St Pete Wknd ❄️
Beach weekend. 2 guests.
Seasonal event
J
Feb 8, 2026
Benito Bowl ♥️ 🏟️
Super Bowl / Bad Bunny concert. 6 guests. Biggest camera.
Peak event
02

The Flywheel

Host creates camera → guests join → photos unlock at reveal → guests become hosts → growth compounds.

Party! The Flywheel 1. HOST creates camera 2. GUESTS join via link 3. REVEAL photos unlock 4. CONVERTS guests → hosts 5. GROWTH new users 4 guests/camera avg shoot together reveal triggers desire to host · 42% convert host new camera cycle repeats
03

The Cohort

★ Host
Jaclyn
Cameras hosted9
Cameras joined12
ActiveOct 2025 – Feb 2026
Party, concerts, beach trips, Super Bowl. A social documentary machine.
→ Converted
Laura
Cameras hosted10
Cameras joined20
ConvertedNov 1, 2025
21 days to convert. Became the second most prolific host in the cluster.
→ Converted
🐝
Cameras hosted3
Cameras joined11
ConvertedSep 26, 2025
Wedding photographer archetype. Hosted "Phoebe Wedding" and "Kissing Cousins".
→ Converted
Beans
Cameras hosted2
Cameras joined14
Convertedearly
High-frequency guest across multiple clusters. Now hosting independently.
→ Converted
Molly
Cameras hosted2
Cameras joined6
Converted+8 days
Fastest in cohort. Joined once, hosted within 8 days.
→ Converted
Will
Cameras hosted6
Cameras joined14
Active across many cameras. 6 cameras hosted — second most after Laura.
Active Guest
Callie
Cameras joinedmultiple
Regular presence. High conversion candidate.
Active Guest
Sarah G
Cameras joinedmultiple
Appears across Farm Fest and Vegas weekend.
New User
Kirby
JoinedFarm Fest 2025
Brand new. Conversion window open.
New User
Kelly
JoinedKelly's Bday
Brand new. Conversion window open.
New User
Maria
JoinedFarm Fest 2025
Brand new. Conversion window open.
New User
Chelsea
JoinedSt Pete Wknd
Brand new. Conversion window open.
04

Key Signals

The Cross-Cluster Signal
Jaclyn, Laura, 🐝, Beans, and Will all host cameras and all appear in each other's cameras. This isn't just one flywheel — it's 5 flywheels interlocked. Zero paid acquisition.
Use Case: Party Circuit
Farm Fest → NYE → Casino weekend → St. Pete → Super Bowl. Jaclyn uses Party.Camera as a permanent record of her social life. Every event becomes its own disposable camera.
The 8-Day Record
Molly joined once and hosted within 8 days. The reveal — seeing your photos the next morning — is the moment. The product triggers hosting desire at peak emotional engagement.