Research-backed blog

Practical strategy for the next creator company

Detailed articles on creator media, AI workflows, owned audiences, short-form systems, and the operating discipline behind modern creator businesses.

Online researchCreator economyAI operationsCommerce systems
Creator mediaAttributionCampaign operations

Featured article

Creator media is now a performance channel, not a side bet

Creator partnerships have moved from experimental social spend into a measurable media channel. The teams that win will treat creators like a full-funnel operating system.

May 25, 20267 min read
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Research signal

$37B projected U.S. creator ad spend in 2025

Core takeaways

  • Creator spend is maturing into a distinct buying lane with its own planning and measurement needs.
  • Performance depends on consistent campaign taxonomy, not just better creative.
  • Owned links, landing pages, and post-campaign review rituals turn attention into a repeatable system.

Latest research notes

Professional, source-linked articles designed for creators, operators, agencies, and technology teams.

AI Workflows

AI is becoming the creative operations layer

Generative AI is no longer a novelty for creators. It is becoming part of planning, editing, localization, analysis, and production QA.

AIProduction workflow

86% of surveyed creators use creative generative AI

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Creator Commerce

Owned audience is the real creator moat

Platform reach creates attention, but email, communities, apps, memberships, and storefronts create durable business leverage.

Owned audienceCommerce

Direct audience access is now a core creator commerce priority

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Content Systems

Short-form needs a long-form operating system

Short clips are powerful, but the best teams treat them as part of a larger content library, not disconnected trend chasing.

Short-form videoRepurposing

Short-form, podcasts, and livestreaming keep reshaping creator workflows

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