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Everything about UGC, creators, and going viral.

Sharp breakdowns, creator strategy, UGC playbooks, and viral growth notes from the team building the creator network behind fast-growing brands.

Marketing2 min1st apr, 2026

What Is a UGC Video and How Should Growth Teams Use It?

Learn what a UGC video is and how growth teams should use creator content for product demos, app growth, paid ads, and creative testing.

8x Team

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Marketing5 min31st mar, 2026

What Is a UGC Creator Engine?

A UGC creator engine is a managed system for recruiting creators, launching creator-led content accounts, producing short-form videos at volume, tracking performance, and scaling what works.

8x Team

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Marketing5 min30th mar, 2026

How Cal AI Runs 12+ Branded TikTok Accounts to Drive $1.5M MRR

12+ branded TikTok accounts. $1.5M MRR. A production pipeline from Pinterest to Figma to post. How Cal AI systematized multi-account distribution.

8x Team

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Marketing7 min30th mar, 2026

Creator Networks vs. Influencer Marketing vs. UGC Platforms: Which Actually Scales?

Influencer marketing rents someone else's audience. UGC platforms give you content but not distribution. Managed creator networks give you both. A three-way comparison.

8x Team

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Marketing6 min30th mar, 2026

How to Brief Comedy Creators Who've Never Heard of Your Brand (Template Included)

Most creator briefs produce ads. Good briefs produce entertainment. The framework, a copy-paste template, and the one mistake that costs you 386x in performance.

8x Team

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Marketing5 min30th mar, 2026

How Lovable Became Europe's Fastest-Growing Startup Using TikTok Creator Networks

9+ TikTok accounts. $200M ARR. One split-screen format deployed across multiple creators. Inside the playbook that helped Lovable become the fastest-growing startup in Europe.

8x Team

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Marketing6 min30th mar, 2026

How to Measure ROI on Organic TikTok When There's No Direct Click Path

No click path. No UTM trail. Someone watches a skit, Googles your brand three days later, and your attribution model sees nothing. Here are 5 methods that actually work.

8x Team

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