Search, Social & AI Algorithm Directory
Reverse-engineered tracking across 13 major organic search engines, social media feeds, and LLM generative retrieval algorithms.
Select an Algorithm Platform to Audit
Explore ranking signals, historical update logs, and recovery blueprints for each platform.
Google Search
Core updates, Helpful Content classifiers, Spam policies, and generative AI Overviews rollouts from 2023 to 2026.
Meta (Instagram & Facebook)
Reels discovery weighting, original creator attribution over aggregator accounts, DM shares virality, and AI feed recommendations.
LinkedIn Feed
First-degree network distribution, professional knowledge-sharing evaluation, creator mode deprecation, and pod suppression.
X (formerly Twitter)
Open-source algorithm releases, Grok real-time semantic context evaluation, Community Notes weighting, and link demotion shifts.
YouTube Recommendations
Viewer Satisfaction Score (VSS), Shorts vs Long-Form recommendation engine decoupling, clickbait penalty, and AI disclosures.
Microsoft Bing & Copilot
IndexNow streaming protocol integrations, Bing Copilot generative answers, Deep Search multi-pass ranking, and Webmaster API quota updates.
TikTok Algorithm
TikTok Search Mode SEO ranking signals, TikTok Shop commercial feed balancing, long-form 10-minute video weighting, and audio keyword indexing.
Snapchat Spotlight
Spotlight algorithmic video personalization, public creator story distribution, sound-sync ranking, and My AI integration.
Reddit Organic Ranking
Hot and Best sorting algorithms, upvote velocity decay, comment sentiment analysis, and Google SERP forum partnerships.
ChatGPT & SearchGPT
OpenAI retrieval-augmented generation (RAG), SearchGPT real-time web indexation, vector embedding similarity, and source citation logic.
Anthropic Claude
Constitutional AI evaluation models, long-context document synthesis, artifact citations, and web retrieval standards.
Google Gemini
Multimodal reasoning algorithms, Google DeepMind neural integration, zero-shot video parsing, and Search Generative Experience citation logic.
Perplexity AI
Live web indexation, academic citation graph, Sonar search retrieval, and direct source attribution algorithms.
Algorithm Updates Frequently Asked Questions
Common questions regarding search engine core updates, AI citation models, and ranking triage.
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