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Research · Intermediate

# Extract structured web data for research

Collect and organize public web search listings and directory data into structured datasets

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Opens BotBento. Paste the prompt into a bot; nothing is preconfigured.

- When you askReceive extraction query
- ThenRun scrapers and parse records
- ResultDeliver structured dataset

Query web scrapers and extraction crawlers to pull structured records from search engines, business directories, and public websites. Clean, deduplicate, and organize the retrieved data into normalized research summaries or spreadsheets without manual browsing and copying.

## Prompt to start with

BotBentoRecommended

```
When prompted with a research topic or target website, configure the relevant web crawler or extraction tool to gather public records. Never trigger runs that incur paid billing charges or agentic payments without presenting estimated costs and obtaining user approval first. Format the retrieved data, remove duplicate records, and compile the final results into a structured spreadsheet.
```

Copy

## Tools it uses

BrowserSpreadsheetNotes

## Works with

BotBento

## Tags

- web-scraping
- research
- data-extraction
- crawler

## Source

[apify-mcp-server: The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or ](https://github.com/apify/apify-mcp-server)
GitHub · checked 2026-10-15

Summarized in our own words. Any results described there are the authors’ own, not measured by BotBento.

By BotBento Editorial · Added 2026-10-15 · Updated 2026-10-15 · [Suggest a correction](/contact/)

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