# Visible text extraction

> Visible text extraction turns a web page into the plain text a visitor actually reads, without HTML tags, scripts, styles or hidden elements.

- **Check ID:** C1
- **Area:** [Tech Stack](https://be1st.ai/glossary/fingerprint)
- **Tool:** [Site Content](https://be1st.ai/tools/ai-seo-content)
- **Page:** https://be1st.ai/glossary/fingerprint/visible-text-extraction

## Why it matters

Clean text is the foundation for all content analysis. AI models and search engines work with text, not HTML code. Quality extraction filters out navigational noise and preserves only content-relevant text.

## In practice

From an e-shop HTML page, extraction removes the menu, footer, cookie banner and retains the product description, specifications, and reviews. This clean text is then used to generate embeddings and extract keywords.

## How be1st checks it

Removal of HTML tags, scripts, styles, and invisible elements: a clean text representation of the page. Used as input for keyword extraction, embeddings, and AI analysis.

[Site Content](https://be1st.ai/tools/ai-seo-content).

## Sources

- [Google Search Essentials - Crawling](https://developers.google.com/search/docs/essentials) (Google)

## Related terms

- [Keyword extraction](https://be1st.ai/glossary/fingerprint/keywords-extraction): Keyword extraction pulls out the words and phrases a page is about from its URL, title, headings, meta description and breadcrumbs.
- [Word count](https://be1st.ai/glossary/fingerprint/word-count): Word count is the number of words in the visible text of a page, after the code and hidden elements are removed.
- [Keyword categorization](https://be1st.ai/glossary/fingerprint/keywords-categorization): Keyword categorization sorts the extracted keywords into types such as product, service, location and brand.
- [Sitemap existence](https://be1st.ai/glossary/fingerprint/sitemap-existence): Sitemap existence is whether a website publishes an XML sitemap, or a sitemap index, at a standard address where search engines can find it.
- [URL count in sitemap](https://be1st.ai/glossary/fingerprint/url-count-in-sitemap): URL count in the sitemap is the number of addresses a sitemap lists and how they are spread across the subdomains and sections of a website.
- [Sitemap validity](https://be1st.ai/glossary/fingerprint/sitemap-validity): Sitemap validity is whether a sitemap is well-formed XML with correct URLs that actually load.