How Platform Algorithms Work
Official ranking signals — sourced from platform documentation, engineering blogs, and newsrooms. No guesswork, no recycled myths.
Key signals
Facebook uses the types of content you've interacted with and how you've interacted — total photo clicks, comment counts on videos — as a core ranking signal.
Facebook · Meta, 2023 OfficialGoogle Ads Ad Rank is determined by six factors: bid, ad and landing page quality, Ad Rank thresholds, auction competitiveness, search context (location, device, time, search terms), and expected impact from ad assets.
Google Ads · Google, 2023 OfficialGoogle AI Overviews appear when Google's systems determine that generative AI can be especially helpful — particularly when synthesising information from multiple sources.
Google AI Overviews · Google, 2024 OfficialContent is automatically eligible to appear in Google Discover if it is indexed by Google and meets Discover's content policies — no application or special setup is needed.
Google Discover · Google, 2023 OfficialGoogle Search relevancy is determined by hundreds of factors, including the user's location, language, and device type.
Google Search · Google, 2023 OfficialInstagram's Feed algorithm uses your past activity — posts you've liked, shared, saved, or commented on — to understand what you want to see.
Instagram · Meta / Instagram, 2023Browse by platform
How the Facebook algorithm works
8 verified signals · reviewed 26 September 2026Facebook's Feed runs over 100 prediction models across four categories: predicted user actions, time spent, interests, and social amplification. It scores every…
How the Google Ads algorithm works
8 verified signals · reviewed 26 September 2026Google Ads determines ad position using Ad Rank — calculated from six factors: your bid, ad and landing page quality, Ad Rank thresholds, auction competitivenes…
How the Google AI Overviews algorithm works
8 verified signals · reviewed 26 September 2026Google AI Overviews appear automatically when Google's systems determine that generative AI can be especially helpful for a query — typically when synthesising …
How the Google Discover algorithm works
8 verified signals · reviewed 26 September 2026Any page indexed by Google is automatically eligible for Discover — no special tags are required. Google uses the same helpful-content signals as Search, plus W…
How the Google Search algorithm works
9 verified signals · reviewed 26 September 2026Google Search ranks pages using hundreds of factors including relevance to the query, user location, language, device, and content quality signals such as E-E-A…
How the Instagram algorithm works
11 verified signals · reviewed 26 September 2026Instagram runs separate ranking algorithms for each surface. Feed and Stories weigh your relationship with the creator and your past engagement patterns. Reels …
How the LinkedIn algorithm works
8 verified signals · reviewed 26 September 2026LinkedIn's Feed uses a sequential transformer model that treats your engagement history as a narrative of your professional journey. It learns from your profile…
How the Meta Ads algorithm works
8 verified signals · reviewed 26 September 2026Meta's ad auction selects winners using a total value score — not simply the highest bid. The score multiplies an advertiser's bid by a machine-learning-estimat…
How the Pinterest algorithm works
8 verified signals · reviewed 26 September 2026Pinterest ranks Pins based on engagement signals — saves, clicks, and follower actions — and uses that data to determine relevance across the platform. There is…
How the TikTok algorithm works
8 verified signals · reviewed 26 September 2026TikTok's For You Page is driven by how long you watch a video and whether you finish it — completion is the strongest signal. Follower count and past video perf…
How the X (Twitter) algorithm works
8 verified signals · reviewed 26 September 2026X's For You Timeline mixes roughly 50% in-network posts from accounts you follow with 50% out-of-network content discovered via graph and embedding models. Post…
How the YouTube algorithm works
10 verified signals · reviewed 26 September 2026YouTube's recommendation system learns from 80 billion signals daily. For the homepage, it primarily uses your watch history. For Up Next, it uses the video you…