The reason your search results differ from everyone else’s
Two people entering the same query receive different pages. Location, device and history are inputs to relevance, so the result set is partly a portrait.
Filed by The Archivist 2 min read
Intuition test — answer before you read on
Two colleagues run the same query on the same engine and see different results below the top few. Why?
Correct answer: B
Index churn is real but far too slow to explain systematic divergence within a minute. Hannak and colleagues measured personalisation directly and found consistent per-user differences for identical queries, driven by location, device and interaction history.
Two colleagues at adjacent desks type the same six words into the same search engine within a minute of each other. The first three results match; below that the pages diverge, and one of them contains a local supplier the other never sees. Neither page is wrong. They were assembled for different readers.
What everyone sees
A search engine is imagined as an index with a ranking: type the query, receive the ordered list. Under that model any two people should see the same page, so a divergence looks like an error or an experiment. The list is instead computed per request, from signals that include the query and several things that are not the query.
What is actually happening
Personalisation combines location, language, device, session context and interaction history to estimate relevance. Hannak and colleagues measured the extent of personalisation in web search empirically and found consistent, measurable differences across users for identical queries. Pariser’s filter bubble argument added the second-order point: because history feeds relevance, the results tend to confirm the pattern that generated them.
Why it stays hidden
The tailoring hides because the page presents itself as an answer rather than as a recommendation. There is no visible marker distinguishing a universal result from a personalised one, no control comparison available in the interface, and no reason to suspect a difference unless two people compare screens deliberately. Absence of an alternative view is the most effective concealment available.
The result set is computed per reader. Without a second screen there is no way to see which part of it was addressed to you.
The result set is computed per reader. Without a second screen there is no way to see which part of it was addressed to you.
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The result set is computed per reader. Without a second screen there is no way to see which part of it was addressed to you.
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Sources & further reading 3
- Hannak et al., "Measuring Personalization of Web Search", WWW Conference, 2013
- Pariser, "The Filter Bubble", 2011
- Gillespie, "The Relevance of Algorithms", in Media Technologies, 2014
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