Parallel builds web infrastructure for AI agents. Its Search, Extract, Task, FindAll, Monitor, and Responses APIs give software systems structured access to live web information for search, research, enrichment, and monitoring. The company was founded by former Twitter CEO Parag Agrawal.

Products & media

Task API

A research API that completes multistep web investigations and returns structured answers with citations and confidence assessments.

FindAll API

A discovery API that builds cited datasets of companies, people, and other entities matching natural-language criteria.

Extract API

A content API that converts supplied web pages and PDFs into full text or relevant excerpts for AI applications.

Responses API

A synchronous research API that returns cited answers from live web sources for assistants and interactive applications.

Monitor API

A monitoring API that repeatedly searches the web and sends structured notifications when new information matches a query.

Search API

A search API that retrieves ranked web pages and compressed excerpts to supply current context to AI agents.

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Data current as of April 29, 2026

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