Proven at scale

500+ staff managed. Campaigns built to 7M+ views.

Our systems aren't theoretical. They are forged in the fires of scaling EdTech giants and viral consumer apps.

Case studyTELEHEALTH · CONSUMER HEALTH APP

5.8M views for a telehealth app — including the part that didn't work

When we arrived there was no UGC team, no scripts, no docs. We built the whole engine. Here is the honest version of what happened next.

5.8M
Total views
841K
Total likes
199
Videos shipped
95
Creators sourced

01

The grind — and our mistakes

Over a month of product-placement videos and nothing broke 10K views. Some of that was on us: a few wrong creator hires, too few of them, and product integrations that didn't land.

~$15 CPM · views stalled

02

A format we didn't invent

The founder also brought in a $15–20K/month agency. One of their creators cracked a text-on-screen format. Handed the same format, our bench shipped it into 5.2M and 429K views within days.

<$1 CPM · 5.2M breakout

03

The honest ending

Cheap views — but they didn't turn into downloads, so we retired the play instead of billing for it. The work now: product-placement content that converts, pushed to viral-grade numbers.

Views ≠ downloads

Cost per 1,000 views

Same product, same creator bench — different format.

Product placement, first month~$15
Text-on-screen format<$1

One 5.2M-view video took the whole campaign under $1 per thousand views.

Our edge isn't ego about our own scripts — it's executing whatever is winning, fast, across a bench that's already hired and managed.
@janienourished
5.2M views
752K
@avaswellnesss
429K views
77.3K

The two breakout posts, playing live from the real videos.

Want a UGC engine that gets efficient like this?

Creators hired, scripts on docs, every post verified — without a $20K retainer to find out what works.

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Case studyB2C EDTECH

Taking a SAT prep app to $10k with 1.2M views

How we built the "ChatSAT" creator network for Pursu, moving from freelancer chaos to a predictable revenue engine.

1.2M
Total views
14%
Engagement
32
Active creators

The stack

SideShiftSideShiftHire & manage creators
Viral.appViral.appMeasure creator performance

The problem

"Even top creators hit a wall without strategic direction."

  • INCONSISTENCY Creators lacked direction.
  • BURNOUT Generic content that underperformed.
  • MARGIN PRESSURE No buffer for profitability.

The solution

"Strategic direction + operational infrastructure = scale."

  • 01Niche Intelligence. Identified the "manifestation" niche in exam prep — psychology-backed content.
  • 02Creator Alignment. Moved from vague briefs to structured execution with real-time feedback.
  • 03Ops Structure. Systematized hiring, firing, and motivation.

The receipts

This is what leaves the system.

Real posts from the ChatSAT creator network — briefed, QC'd, and shipped on schedule. Playing live from the actual videos.

@carystudiessat

@carystudiessat · 230K VIEWS

@carystudiessat

@carystudiessat · 78.1K VIEWS

@aanisatcorner

@aanisatcorner · 43.4K VIEWS

@carystudiessat

@carystudiessat · 32K VIEWS

@carystudiessat

@carystudiessat · 29.7K VIEWS

@addystudiessat

@addystudiessat · 25.1K VIEWS

The Quizzy journey

2018

The Foundation

Started with text-based content creation, building operational muscle.

2019

EdTech Giants

Partnered with Indian unicorns to scale content ops.

2020

Going Global

Expanded to video solutions with ByteDance (Snapsolve).

2021

Scale & Amazon

Managed 500+ remote staff. Partnered with Amazon Academy.

2022–23

AI R&D Pivot

Pivoted to AI research & development after ChatGPT launch.

2024–25

Consumer Apps

Learning consumer apps via Pursu, scaling to first 5k users.

2026

Creator Engines

Running UGC engines end-to-end: 1.2M views for Pursu, 5.8M for a telehealth app.

Ready to replicate these results?

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