Canonical: https://botbento.com/usecases/clean-boilerplate-and-extract-core-content-from/
Format: Markdown representation of the public HTML page.

[Home](/) / [Use cases](/usecases/) / [Research](/usecases/?category=research)

Research · Intermediate

# Clean boilerplate and extract core content from web pages

Strip navigation, ads, and sidebars from URLs to compile clean markdown notes

[Use with BotBento ](https://app.botbento.com/?ref=usecases&utm_source=botbento.com&utm_medium=usecases&utm_campaign=clean-boilerplate-and-extract-core-content-from)Copy promptShare[Markdown](/text/usecases/clean-boilerplate-and-extract-core-content-from/index.md)[العربية](/ar/usecases/clean-boilerplate-and-extract-core-content-from/)

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

- When you askReceive target URLs
- ThenExtract main article text
- ResultSave cleaned markdown note

Fetches target web pages, strips away navigational elements, advertising blocks, and peripheral clutter, and converts the primary body text into clean markdown. This delivers focused source material ready for analysis, literature reviews, or documentation without context pollution.

## Prompt to start with

BotBentoRecommended

```
When the user provides one or more web addresses, use the browser tool to retrieve the page source. Identify the main text container, eliminating headers, navigation menus, ads, and footers. Convert the extracted core body content into structured markdown with appropriate headings and links preserved. Present a preview of the extracted text in chat, and ask for user confirmation before appending or saving the clean text into the destination notes file.
```

Copy

## Tools it uses

BrowserNotesDocs

## Works with

BotBento

## Tags

- web-scraping
- markdown
- research
- data-cleaning

## Source

[Show HN: Pulpie – Models for Cleaning the Web](https://news.ycombinator.com/item?id=48806575)
Hacker News · checked 2026-10-16

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

By BotBento Editorial · Added 2026-10-16 · Updated 2026-10-16 · [Suggest a correction](/contact/)

## Related use cases

-

Researchintermediate

## [Automate web browsing workflows from plain language steps](/usecases/automate-web-browsing-workflows-from-plain-language/)

Navigate websites, interact with page elements, and gather online data using step-by-step instructions

BrowserNotes
-

Researchintermediate

## [Automated equity research and market trend analysis](/usecases/automated-equity-research-and-market-trend-analysis/)

Gather market data, review financial filings, and compile structured investment briefs

BrowserDocsNotes
-

Researchintermediate

## [Automated web research and data extraction](/usecases/automated-web-research-and-data-extraction/)

Navigate multi-step web pages, interact with elements, and compile structured records

BrowserNotes
