# Web search Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/web-search
> Markdown URL: https://aitinkerers.org/technologies/web-search.md
> Technology record last updated: 2026-02-23T15:36:17Z
> Generated: 2026-10-23T05:37:50Z

The core technology uses automated crawlers to index billions of web documents, delivering relevant results (SERPs) to a user's query in milliseconds.

Web search is an information retrieval system: its engine executes a multi-stage process involving a crawler, indexer, and database. The crawler (or bot) continuously discovers and analyzes web pages, while the indexer catalogs this massive data—a process that must scale to trillions of documents. When a user submits a query, the system rapidly consults this index, applying proprietary ranking algorithms (like Google’s PageRank) to deliver a prioritized list of hyperlinks. This technology is dominated by major players; Google Search alone commands approximately 90% of the worldwide market share, making it the de facto standard for accessing the global information space.

- Official technology site: https://en.wikipedia.org/wiki/Web_search_engine
- Public AI Tinkerers demos and talks: 3
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Onword AI](https://singapore.aitinkerers.org/talks/rsvp_zQ5v08dvwD0)

- Event context: AI Tinkerers Singapore: 4th Meetup - January 10th, 2025 — 2025-01-10 — Singapore
- Public talk page: https://singapore.aitinkerers.org/talks/rsvp_zQ5v08dvwD0

### [Clipmarks: AI Bookmarks that Never Forget](https://palo-alto.aitinkerers.org/talks/rsvp_DkYTgXEaDxQ)

- Event context: AI Tinkerers - Palo Alto - August 2024 @ Groq — 2024-08-23 — Palo Alto
- Public talk page: https://palo-alto.aitinkerers.org/talks/rsvp_DkYTgXEaDxQ

### [PerfectRec.com - AI + human expert powered personalized laptop recommendations](https://seattle.aitinkerers.org/talks/rsvp_oalDpE7Oz7c)

- Event context: AI Tinkerers Seattle - July 2024 Meetup — 2024-07-12 — Seattle
- Public talk page: https://seattle.aitinkerers.org/talks/rsvp_oalDpE7Oz7c

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