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Core concept · Social Search

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Definition

An algorithmic feed is a social platform’s default content stream — populated by the platform’s recommendation system based on user behavior, engagement signals, and predicted interest. A search feed is the results surface that appears when a user actively queries the platform. The two surfaces have different optimization requirements and serve different user intents. Most social media optimization focuses on the algorithmic feed — reach, engagement, virality. But for AI search purposes, the search feed is more valuable: it captures users with active intent, produces indexable, query-matched content, and feeds the retrieval systems that AI platforms use when generating social-sourced answers. Content optimized for search feeds — keyword-rich, question-answering, well-described — performs differently than content optimized for algorithmic reach.

Platform-native SEO

Social search

TikTok SEO

Social retrieval surface

Search everywhere optimization

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Social Search Optimization