# R for SEO

## R for SEO

- [Using R for SEO, What to expect?](https://www.rforseo.com/master.md)
- [Getting started](https://www.rforseo.com/classic-r-operations.md)
- [What is R? What is SEO?](https://www.rforseo.com/intro.md)
- [About this Book](https://www.rforseo.com/r-intro.md)
- [What's crawling and why is it useful?](https://www.rforseo.com/crawl/purposes.md)
- [Download and check XML sitemaps using R'](https://www.rforseo.com/crawl/download-xml-sitemaps.md)
- [Crawling with rvest](https://www.rforseo.com/crawl/rvest.md)
- [Website Crawling and SEO extraction with Rcrawler](https://www.rforseo.com/crawl/rcrawler.md)
- [Perform automatic browser tests with RSelenium](https://www.rforseo.com/crawl/perform-automatic-browser-tests-with-rselenium.md)
- [Grab Google Suggest Search Queries using R'](https://www.rforseo.com/apis/grab-google-suggest-search-queries-using-r.md)
- [Grab Google Analytics Data x](https://www.rforseo.com/apis/web-analytics-google-analytics.md): ⚠️ THIS IS A WORK IN PROGRESS
- [Grab keywords search volume from DataForSeo API using R'](https://www.rforseo.com/apis/dataforseo.md)
- [Grab Google Rankings from VALUE SERP API using R'](https://www.rforseo.com/apis/grab-google-rankings-from-value-serp-api-using-r.md)
- [Classify SEO Keywords using GPT-3 & R'](https://www.rforseo.com/apis/classify-seo-keywords-using-gpt-3-and-r.md)
- [Grab Google Search Console Data x](https://www.rforseo.com/apis/searchconsoler-x.md): ⚠️ THIS IS A WORK IN PROGRESS
- [Grab 'ahrefs' API data x](https://www.rforseo.com/apis/ahref.md): ⚠️ THIS IS A WORK IN PROGRESS
- [Grab Google Custom search API Data x](https://www.rforseo.com/apis/grab-google-custom-search-api-data-x.md): ⚠️ THIS IS A WORK IN PROGRESS
- [Send requests to the Google Indexing API using googleAuthR](https://www.rforseo.com/apis/send-requests-to-the-google-indexing-api-using-googleauthr.md)
- [other APIs x](https://www.rforseo.com/apis/other-apis.md): ⚠️ THIS IS A WORK IN PROGRESS
- [Send and read SEO data to Excel/CSV](https://www.rforseo.com/export-data/send-and-read-seo-data-to-excel.md)
- [Send your data by email using gmail API](https://www.rforseo.com/export-data/send-your-data-by-email.md)
- [Send and read  SEO data to Google Sheet x](https://www.rforseo.com/export-data/send-and-read-seo-data-to-google-sheet.md): ⚠️ THIS IS A WORK IN PROGRESS
- [Join Crawl data with Google Analytics Data](https://www.rforseo.com/analysis/joins.md)
- [Count words, n-grams, shingles x](https://www.rforseo.com/analysis/count-words-n-grams-shingles.md): ⚠️ THIS IS A WORK IN PROGRESS
- [Hunt down keyword cannibalization](https://www.rforseo.com/analysis/keyword-cannibalization.md): ⚠️ THIS IS A WORK IN PROGRESS
- [Duplicate content analysis x](https://www.rforseo.com/analysis/duplicate-content-analysis.md): ⚠️ THIS IS A WORK IN PROGRESS
- [Compute ‘Internal Page Rank’](https://www.rforseo.com/analysis/page-ranks.md): ⚠️ THIS IS A WORK IN PROGRESS
- [SEO traffic Forecast x](https://www.rforseo.com/analysis/forecast.md): ⚠️ THIS IS A WORK IN PROGRESS
- [URLs categorization](https://www.rforseo.com/analysis/url-categorization.md)
- [Track SEO active pages percentage over time x](https://www.rforseo.com/analysis/follow-percentage-of-seo-active-pages-over-time.md)
- [Why Data visualisation is important? x](https://www.rforseo.com/data-viz/why-this-is-important.md): ⚠️ THIS IS A WORK IN PROGRESS
- [Use Esquisse to create plots quickly](https://www.rforseo.com/data-viz/using-esquisse-package-x.md)
- [Explore data with rPivotTable](https://www.rforseo.com/rpivottable.md)
- [Launch an R script using github actions](https://www.rforseo.com/ressources/launch-an-r-script-using-github-actions.md)
- [Types / Class & packages x](https://www.rforseo.com/ressources/types-class.md): ⚠️ THIS IS A WORK IN PROGRESS
- [SEO & R People x](https://www.rforseo.com/ressources/seo-and-r-people.md): ⚠️ THIS IS A WORK IN PROGRESS
- [Execute R code online](https://www.rforseo.com/ressources/execute-r-code-online.md)
- [useful SEO XPath's & CSS selectors X](https://www.rforseo.com/ressources/useful-xpaths-x.md): ⚠️ THIS IS A WORK IN PROGRESS


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information, you can query the documentation dynamically by asking a question.
Perform an HTTP GET request on a page URL with the `ask` query parameter:
```
GET https://www.rforseo.com/master.md?ask=<question>
```
The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.
Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.