• DATA
  • ANALYSIS
  • MONITORING
  • HUMAN

How to automate search engine data collection with your AI

Connect SerpApi to your agent to turn live search engine results into structured data for your projects.

Ask AI about this page

Short answer

How can I use my AI to scrape search results?

Your agent uses the SerpApi connector to execute live searches on Google and Bing. It converts the messy web results into clean, structured data you can immediately analyze or save. You get organized lists of titles, links, and snippets.

Where your data lands.

The outcomes of your search.

The AI processes raw search engine output into these specific formats.

DATA

Structured research lists

The AI uses search results to build organized tables of links, descriptions, and rankings. This is perfect for building lead lists or competitor maps.

ANALYSIS

Trend and sentiment reports

Your agent reads through snippets to identify recurring themes or shifts in search intent. It turns hundreds of search results into a concise summary.

MONITORING

Automated alerts

You can set your agent to check specific queries and flag new results. It identifies when new content appears for your target keywords.

HUMAN

Manual verification

The AI flags suspicious or low-quality results for you to review. You decide which specific URLs are worth deep diving into manually.

The workflow

What your AI does when a search request arrives.

The agent handles the heavy lifting of navigating search engines and parsing the HTML.

  1. Execute live queries

    The agent sends your specific keywords to Google or Bing via the connector. It handles the request and waits for the engine to respond.

    search

  2. Parse engine output

    The AI takes the raw JSON response from the search engine. It extracts the relevant parts like organic results, ads, and knowledge panels.

    search

  3. Structure the findings

    The agent organizes the extracted data into a clean format. It maps titles, URLs, and snippets into a readable list.

    search

  4. Filter and refine

    The AI removes irrelevant results or duplicates based on your criteria. It leaves you with a clean dataset ready for your next step.

    search

Try it

Copy these to start.

Use these prompts to trigger your first search task.

Starting points

Swap out the bracketed text for your actual search terms or target websites.

SerpApi Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ytmV9pBOIcIxd0MPbjZJSQz4JlPCZnuUWKPuT7oy/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 — SerpApi capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "serpapi-extended-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ytmV9pBOIcIxd0MPbjZJSQz4JlPCZnuUWKPuT7oy/mcp"
    }
  }
}
Copy into chat04

  • Search Google for the top 10 software companies in the fintech space and give me a list of their URLs.

  • Find the most recent news articles about renewable energy trends from Bing and summarize the main themes.

  • Look up the organic search results for 'best hiking boots' and create a table with the product name and website.

  • Check the search results for my competitor's brand name and tell me if any new blog posts have appeared recently.

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

Start here

Connect SerpApi once, then ask.

Just link your SerpApi account to Vinkius. Your credentials stay encrypted and your agent gets immediate access to the search tools.

Connect SerpApi to your AI

FAQ

How this task behaves.

  • 01

    Can the AI browse the actual websites found in the search results?

    No. This connector only pulls data from the search engine result pages themselves. To read the content of a specific website, you would need a different tool.

  • 02

    Will the AI automatically buy ads for me?

    No. The AI can see and report on search ads, but it cannot perform any purchasing or account management actions.

  • 03

    Does it work with both Google and Bing?

    Yes, the tool allows your agent to pull data from both search engines.

  • 04

    Can the AI change my Google search settings?

    No. The AI can only perform searches. It has no access to your personal Google account or its settings.

  • 05

    Can I limit the search to a specific country?

    Yes, you can instruct your agent to look for results from specific regions or locales through the search command.

  • More questions about SerpApi? See everything the SerpApi Connector can do

Connect SerpApi to Claude, Cursor, ChatGPT & more