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Social Sciences of Search Engines

A field that studies search engines as social and political actors—how they shape access to information, produce and reinforce hierarchies of knowledge, and embed values in algorithms. It draws on sociology, information science, and critical algorithm studies to examine search engine optimization (SEO), autocomplete suggestions, ranking criteria, and the commercial interests that drive search. The social sciences of search engines reveal that search results are not neutral reflections of the web but carefully engineered constructions that prioritize certain sources, perspectives, and economic interests over others.
Example: “Her social sciences of search engines research demonstrated that Google’s autocomplete predictions varied by region and language, systematically erasing non‑dominant narratives—not through censorship, but through algorithmic pattern matching that reproduced existing search behavior.”

Sociology of Search Engines

A subfield focusing on how search engines shape social knowledge, influence collective memory, and exercise power through ranking and filtering. It examines how users interact with search results, how search engine optimization creates economic stratification among content producers, and how search algorithms can produce discriminatory outcomes (e.g., racial bias in ad delivery). The sociology of search engines also studies the political economy of search—how monopolies like Google control access to information, and how alternative search engines struggle to survive in a market dominated by advertising models.

Example: “His sociology of search engines research showed that Wikipedia’s dominance in search rankings was not purely due to quality but because Google’s algorithm privileged certain domain structures—making the encyclopedic form the default, not the truth.”
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Type a period into the youtube search 

When you accidentally type a period onto the youtube search and get traumatized.
Everyone: Yo if you type a period into the youtube search dont click on the search recommendations as it will show horrible childrens videos and gore/horror videos

Curious 9 year old: Sure

you found this probably through random search or google suggestions 

yay
Boyfriend is a young, light-skinned man with spiky cyan hair and a confident expression. He wears a magenta-white T-shirt with a red prohibition sign, baggy dark blue pants, pink-red sneakers with magenta-white shoelaces and soles as well as black dots on the quarters, and a backward pink-red cap with a dark blue brim. He holds a bluish gray microphone in his right hand while keeping his left hand in his pocket. He is drawn in a chibi style, giving the impression that he is very small and/or disproportionate.

During Week 4, his hair gets blown around as a result of standing on a moving car.

During Week 5, he wears a red parka with white fur, light blue pants and light brown snow boots, to suit the Christmas theme.

During Week 6 and as the opponent of the unused song Test, his regular appearance is brightened and rendered in pixel art style. He also moves his mic differently.

During the last track of Week 7, he holds Girlfriend up by the waist with his left hand.
woah did you know Boyfriend is a young, light-skinned man with spiky cyan hair and a confident expression. He wears a magenta-white T-shirt with a red prohibition sign, baggy dark blue pants, pink-red sneakers with magenta-white shoelaces and soles as well as black dots on the quarters, and a backward pink-red cap with a dark blue brim. He holds a bluish gray microphone in his right hand while keeping his left hand in his pocket. He is drawn in a chibi style, giving the impression that he is very small and/or disproportionate.

During Week 4, his hair gets blown around as a result of standing on a moving car.

During Week 5, he wears a red parka with white fur, light blue pants and light brown snow boots, to suit the Christmas theme.

During Week 6 and as the opponent of the unused song Test, his regular appearance is brightened and rendered in pixel art style. He also moves his mic differently.

you found this probably through random search or google suggestions

During the last track of Week 7, he holds Girlfriend up by the waist with his left hand.

what should i write in the search bar 

imagine being this bored. Go do something productive you grasshopper.

also please urban dictionary edits please let this go thru, most of yall editors are broing as fuck.
Someone: what should i write in the search bar?
Other someone: no.

no GIF's for your search ¯\_(ツ)_/¯ 

When you find a combination of letters so crazy for the king of keyboards:qwertyuiopasdfghjklzxcvbnm, that giphy had enough.
Hey, wasszx!

That's it, no more gif for you,

Did that screen just t-

no GIF's for your search ¯\_(ツ)_/¯

this is not the intended use of the search bar

your meant to search for stuff like demon time or something, not sentences
"hey dude im gonna search urban dictionary sucks!"

"this is not the intended use of the search bar"

I am not the sum total of my search queries 

A linear algebra reference to the Excel SUMPRODUCT() function, known coloquially as SUMTOTAL, and that Google search queries or Facebook Marketplace clickstream data from 10 years ago is being used to make judgements about you today.

May also be applied to text message content, telephone call verbatims, click stream data, IEMI GPS location data data from cell-towers, and lists of contacts in cloud storage.
Engineer from some latest tech startup having bevvies at The End-Up in SF leans over to an obviously NSA guy: Hey bro, you like my new t-shirt? NSA dude sees in big print "I am not the sum total of my search queries" then runs.