How Does Google Instant Suggest Results?

Apr 8, 2011 - 8:14 am 0 by

Google InstantDanny Sullivan has written the ultimate guide to how Google Instant autocomplete suggestions work. He put a lot of time, research and work into this piece, getting facts and confirmation from Google on all of it. Any SEO should really read it, so they fully understand the latest on how it works.

Danny broke it down as follows:

  • History of Google Suggestions
  • Google uses real searches for the list of suggestions
  • Suggestions can vary by Region & Language
  • Google uses previous searches for suggestions
  • Google ranks suggestions based on popularity and relevance
  • Google does de-duplication and spelling corrections
  • New, trending and freshness comes into play
  • Google removes suggestions for hate or violence, personally identifiable information, porn & adult-content, legally mandated removals and piracy-related suggestions
  • Can it be manipulated? Yes.

That is just the bulleted list, check out Danny's post for context, examples, images and more.

Forum discussion at Sphinn.

 

Popular Categories

The Pulse of the search community

Follow

Search Video Recaps

 
Gvolatility, Bing Generative Search, Reddit Blocks Bing, Sticky Cookies, AI Overview Ads & SearchGPT - YouTube
Video Details More Videos Subscribe to Videos

Most Recent Articles

Search Forum Recap

Daily Search Forum Recap: July 26, 2024

Jul 26, 2024 - 10:00 am
Search Video Recaps

Google Volatility, Bing Generative Search, Reddit Blocks Bing, Sticky Cookies, AI Overview Ads & SearchGPT

Jul 26, 2024 - 8:01 am
Google

Google Gemini Adds Related Content & Verification Links

Jul 26, 2024 - 7:51 am
Other Search Engines

SearchGPT - OpenAI's AI Search Tool

Jul 26, 2024 - 7:41 am
Search Engine Optimization

Google's John Mueller: Don't Use LLMs For SEO Advice

Jul 26, 2024 - 7:31 am
Google

Google Search With Related Images Carousel Below Image Box

Jul 26, 2024 - 7:21 am
Previous Story: Bing's Awesome iPad App