Platform dependency & algorithm risk

Brands relying heavily on algorithmic distribution face existential risk when platforms change their algorithms or economics.

Analysis:

Reducing platform dependency through owned-channel development — first-party data, email/SMS, community, and direct site traffic — is existentially important for e-commerce brands. A platform that helps brands build direct customer relationships and reduce algorithmic dependency could be transformative. This is the meta-thesis behind retention platforms, community tools, and first-party data infrastructure.