Core Concepts
Reasoning
Memory & Retrieval
Agent Types
Design Patterns
Training & Alignment
Frameworks
Tools
Safety & Security
Evaluation
Meta
Core Concepts
Reasoning
Memory & Retrieval
Agent Types
Design Patterns
Training & Alignment
Frameworks
Tools
Safety & Security
Evaluation
Meta
Search Everywhere Optimization (SEvO) is the expansion of search engine optimization beyond traditional Google and Bing to encompass visibility across all platforms where users discover information — including TikTok, YouTube, Reddit, Amazon, ChatGPT, Perplexity, voice assistants, and social media.1) The concept recognizes that user search behavior has fragmented across dozens of platforms, each with its own algorithms, ranking signals, and content formats.2)
Traditional SEO focused primarily on ranking in Google's organic search results. By 2025-2026, this approach has become insufficient:3)
Users now choose platforms based on query intent — video tutorials on YouTube/TikTok, peer discussions on Reddit, product comparisons on Amazon, synthesized answers from AI assistants.
A structured approach to SEvO uses the FACTS framework:4)
Create short-form, native videos with trending sounds, question-based hooks, and captions matching user queries. Optimize for the “For You” page via engagement signals (views, shares, comments).5)
Use descriptive titles, thumbnails, timestamps, and chapters. Target long-tail questions and prioritize watch time and audience retention. YouTube content frequently appears in AI Overviews.
Engage authentically in subreddits with value-driven posts and comments. Build karma through genuine participation. Avoid overt self-promotion. Reddit content is heavily cited by AI search engines.
Optimize product listings with buyer-intent keywords, high-resolution images, A+ content, and reviews. Use PPC for visibility in competitive categories.
Implement Generative Engine Optimization (GEO): create entity-rich content with clear citations, statistics, and authoritative backlinks. Aim to be a citable source in AI-synthesized summaries.6)
Post searchable content (carousels, Reels) with hashtags, alt text, and engagement hooks. LinkedIn favors professional entity signals.
Use schema markup, FAQ pages, and natural language answers. Focus on local queries and concise, direct responses.