• DATA
  • SYNTHESIS
  • ANALYSIS
  • HUMAN

How to conduct deep web research with your AI

Connect Linkup to your AI client once. From there, your agent can crawl the web to find, read, and connect dots on any topic.

Ask AI about this page

Short answer

How can I do deep web research with my AI?

Your AI uses semantic search to find relevant web data that standard keyword searches often miss. It then pulls these findings together to build a detailed summary or analysis. You get a structured breakdown of complex topics.

Research outcomes

What you get from the search

The specific results your agent produces after scanning the web.

DATA

Deep web coverage

The AI finds specific facts and niche details using semantic search. You get a list of findings that go beyond surface-level results.

SYNTHESIS

Cohesive topic summaries

The agent connects disparate pieces of information. It turns a pile of links into a single, readable report.

ANALYSIS

Pattern recognition

The AI identifies trends or contradictions across different sources. This helps you spot nuances in the data.

HUMAN

Final verification

You review the synthesized output to ensure accuracy. The AI provides the raw data and the draft, but you make the final call.

The workflow

What your AI does when the research request arrives.

The AI handles the heavy lifting of searching and reading so you don't have to.

  1. Identify intent

    Your agent breaks down your complex question into specific search queries. It determines exactly what needs to be found to answer the prompt.

    search_web

  2. Execute semantic search

    The AI performs deep searches to find high-quality, relevant information. It looks for meaning rather than just matching keywords.

    search_web

  3. Extract and read

    The agent visits the discovered pages to pull out the specific data points you need. It ignores the fluff and focuses on the substance.

    search_web

  4. Synthesize findings

    The AI organizes the gathered information into a logical structure. It presents the final answer based on the evidence it found.

    search_web

Try it

Copy these to start.

Use these prompts to kick off a research session.

Starting points

Replace the bracketed text with your actual research subject.

Linkup Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_6MBobpztinLkOqkGxene1fS4BgK9H89LfuofbiiY/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Linkup capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "linkup-ai-search-rag-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_6MBobpztinLkOqkGxene1fS4BgK9H89LfuofbiiY/mcp"
    }
  }
}
Copy into chat04

  • Research the current state of [industry] and summarize the three biggest trends.

  • Find all recent technical documentation regarding [software library] and explain the new API changes.

  • Conduct a deep dive into [company name] and list their primary competitors and market positioning.

  • Search for recent academic papers on [scientific topic] and synthesize the consensus on the subject.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Linkup once, then ask.

Click the link to connect the MCP to your client. Your credentials stay encrypted, and you can start researching immediately.

Connect Linkup to your AI

FAQ

How this task behaves

  • 01

    Can the AI browse the live web?

    Yes, it uses semantic search to access and read current web content.

  • 02

    Does the AI write the final report for me?

    The AI generates a draft synthesis, but you are responsible for reviewing and finalizing the content.

  • 03

    Can the AI buy products or sign up for services?

    No, the AI can only search and read information. It cannot perform transactions or interact with forms.

  • 04

    Will the AI delete any of my files?

    No, this MCP only has permission to search the web. It cannot access or modify your local files or databases.

  • 05

    How does it handle paywalled content?

    The AI can only access information that is publicly available on the web. It cannot bypass paywalls or login screens.

  • More questions about Linkup? The Connector page answers them. See everything the Linkup Connector can do

Connect Linkup to Claude, Cursor, ChatGPT & more