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discover-api

Skill

Use Bright Data's Discover API — intent-ranked, AI-relevance-scored web search at scale (not keyword SERP). Trigger a discovery job and retrieve ranked results (link, title, description, relevance_score) with optional parsed page content. Use when the user wants semantic/intent-based web search, "fi

0API Tools

Install

git clone https://github.com/brightdata/skills.git ~/.claude/skills/discover-api

What is discover-api?

Use Bright Data's Discover API — intent-ranked, AI-relevance-scored web search at scale (not keyword SERP). Trigger a discovery job and retrieve ranked results (link, title, description, relevance_score) with optional parsed page content. Use when the user wants semantic/intent-based web search, "find pages about <topic> that match <goal>", web-grounded retrieval for an LLM, or results filtered by relevance rather than raw keyword rank. Covers the REST API (POST/GET /discover), the CLI (`bdata discover`), and the Python/JS SDKs (`client.discover`), including the standard/zeroRanking/deep/fast modes. This is the foundation skill for `live-research` and `rag-pipeline`. For keyword SERP use `search`; for structured platform data use `data-feeds`.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Inherit all session tools

Declares no tool restrictions — inherits every session tool

~188 tokens of context used while enabled, before you invoke anything

Documentation

README · ~6 min read

Bright Data — Discover API

Discover is intent-ranked semantic web search. You give it a query plus an intent, and it returns results scored by AI relevance — optionally with the full parsed page content. It is the right primitive when result quality/relevance matters more than raw keyword rank, and the building block for retrieval (RAG), research, and knowledge-base pipelines.

Discover vs. the neighbors:

  • Keyword "what ranks for X" SERP → use the search skill (bdata search).
  • Structured data from a known platform (Amazon/LinkedIn/…) → use data-feeds.
  • A whole research brief or a RAG/search pipeline on top of Discover → use

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