From Adweek · Ashley Cisneros Mejia · · 1m 20s
How brands handle creator commerce at massive scale
AI and automation help brands keep up with viral creator content that moves faster than traditional review processes.
In brief
AI and automation help brands keep up with viral creator content that moves faster than traditional review processes. Brands managing creator commerce need AI to handle volume, freeing humans to make strategic decisions about what content to amplify and how to invest. Originally reported by Adweek.
One viral video changes everything

A TikTok creator in pajamas posted a casual bathroom video about Pravana leave-in treatment, driving unexpected sales and inspiring other creators to make their own content.
The volume problem
Henkel's marketing team traditionally produced 300 to 400 assets yearly. Pravana alone generated about 60,000 pieces of content this year, making human review impossible.
AI handles the repetitive work
Boost Engine uses AI and agentic workflows for creator discovery, outreach, content analysis, and compliance review to identify what needs amplification or human attention.
“AI is actually augmentation of our human capabilities”
Humans focus on strategy
As automation handles reporting and analysis, marketing teams shift toward decisions about content partnerships and business performance instead of routine tasks.
“You're making strategy decisions, not reporting”
TikTok Shop reaches new buyers
Henkel is exploring TikTok-first launches for exclusive products and sees the platform reaching new consumers rather than shifting existing demand to a new channel.
The future of creator campaigns
As creator activity grows beyond traditional campaign models, brands must get faster at recognizing what works, deciding what deserves investment, and scaling those lessons across the business.
Here's the gist
Brands managing creator commerce need AI to handle volume, freeing humans to make strategic decisions about what content to amplify and how to invest.





