Privacy GuideMay 20, 202610 min read

How to Protect Your Privacy From AI Web Scrapers

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By Sarah Chen

Head of Privacy Research

How to Protect Your Privacy From AI Web Scrapers

Every blog post you write, every photo you share on social media, and every comment you leave on a public forum could end up in the training data for the next AI model. AI companies like OpenAI, Google, Meta, and dozens of smaller firms are scraping the web at unprecedented scale to feed their large language models and image generators. In 2025, nearly one in five visits to the average website was a scraping attempt — nearly double the rate from 2022. Here is how AI web scraping affects your personal privacy and what you can do about it.

How AI Companies Scrape Your Data

AI web scraping goes far beyond traditional search engine indexing. While search crawlers index pages to help users find content, AI crawlers collect and store that content to train machine learning models. Once your data enters a training dataset, it becomes part of the model itself and is effectively impossible to remove.

The major AI crawlers actively operating in 2026 include:

  • GPTBot (OpenAI): Collects web content for training OpenAI's models including GPT-5 and future versions. Separate from ChatGPT-User, which handles real-time browsing.
  • Google-Extended: Google's crawler for training Gemini and other DeepMind AI models. However, this does not cover Google Search's own AI features like AI Overviews.
  • ClaudeBot (Anthropic): Crawls the web to collect training data for Claude models.
  • CCBot (Common Crawl): Operates a massive open web archive used by numerous AI companies as foundational training data.
  • Meta-ExternalAgent: Collects data for Meta's Llama models and AI features across Facebook and Instagram.
  • Bytespider (ByteDance): Scrapes content for TikTok's parent company and its AI initiatives.

According to Cloudflare's Q1 2026 analysis, GPTBot is the most blocked AI crawler, followed by ClaudeBot, which overtook CCBot as the second-most-blocked user agent by raw count.

What Personal Data Is at Risk

AI scraping does not just affect website owners. If you have any presence on the public internet, your personal information is likely being swept up:

  • Blog posts and articles: Your writing style, opinions, personal stories, and any identifying details you have shared.
  • Social media profiles: Public posts, photos, comments, bios, and employment information from platforms like LinkedIn, X (Twitter), Reddit, and Facebook.
  • Photos and images: Your photos can be used to train image generation and facial recognition models. AI image generators have been found to reproduce identifiable likenesses of real people.
  • Forum posts and reviews: Questions you asked on Stack Overflow, reviews you left on Amazon, or comments on news articles all become training data.
  • Public records and data broker listings: Your name, address, phone number, and family relationships listed on people search sites are scraped and absorbed into AI training sets.

You Cannot Fully Remove Data Already in AI Models

Once your personal data has been scraped and used to train an AI model, it cannot be selectively removed from that model. The data becomes embedded in the model's weights through the training process. This is why prevention is critical — reducing your exposure now prevents your data from entering future training sets, even if past exposure cannot be undone.

How to Block AI Crawlers From Your Website

If you run a website, blog, or portfolio, you can instruct AI crawlers not to scrape your content using your robots.txt file. Add the following directives to tell the major AI bots to stay away:

  • Block OpenAI: Add User-agent: GPTBot followed by Disallow: / to block training data collection. You can separately allow or block ChatGPT-User (real-time browsing) and OAI-SearchBot (search features).
  • Block Google AI training: Add User-agent: Google-Extended followed by Disallow: / to prevent Gemini training. Note that this does not block Google Search indexing or AI Overviews.
  • Block Anthropic: Add User-agent: ClaudeBot followed by Disallow: /
  • Block Common Crawl: Add User-agent: CCBot followed by Disallow: /
  • Block Meta: Add User-agent: Meta-ExternalAgent followed by Disallow: /

The open-source ai.robots.txt project on GitHub maintains a comprehensive and regularly updated list of all known AI crawler user agents that you can add to your robots.txt file.

However, there is an important limitation: robots.txt is a voluntary standard. Polite crawlers respect it, but some bots ignore it entirely. To actually enforce blocking, pair your robots.txt with server-level protections like WAF rules, user-agent filtering, and rate limiting. Cloudflare and other CDN providers now offer dedicated AI crawl control features that enforce blocking at the network level.

How to Opt Out on Social Media Platforms

Most major platforms now use your content to train AI models by default. Here is how to opt out on each:

LinkedIn

LinkedIn uses your employment data and posts to train AI models. To opt out: click your profile photo, go to Settings and Privacy, select Data Privacy, find "Data for Generative AI Improvement," and toggle it off. Note that opting out only prevents future use — data already collected may have been used.

Meta (Facebook and Instagram)

Meta uses public posts, photos, and comments to train its Llama models and AI features. In the EU, you can submit an objection form under GDPR. In the US and other regions, options are more limited — set your posts to "Friends Only" or "Private" to reduce exposure.

X (Twitter)

X uses public posts to train its Grok AI model. To opt out: go to Settings, then Privacy and Safety, then Grok, and uncheck "Allow your posts as well as your interactions, inputs, and results with Grok to be used for training and fine-tuning."

Reddit

Reddit has licensing deals with AI companies to provide training data. Individual users cannot opt out of this. Your best protection is to limit personal information in posts and periodically review and delete old content.

New Regulations Are Increasing AI Transparency

The EU AI Act, taking full effect in August 2026, requires AI companies to disclose their training data sources and respect opt-out signals like robots.txt. Under the EU Copyright Directive, ignoring a website's robots.txt when scraping for AI training is now considered a violation of both intellectual property and privacy law. Similar legislation is emerging in California and other US states, giving individuals more control over how their data is used by AI systems.

Steps to Protect Your Personal Privacy From AI Scraping

Whether you run a website or simply exist on the internet, here are practical steps to minimize your exposure to AI data collection:

1. Audit Your Public Online Presence

Search for yourself on Google, Bing, and AI search tools like ChatGPT and Perplexity. Identify what personal information is publicly accessible — old blog posts, forum profiles, social media accounts you forgot about, and data broker listings.

2. Lock Down Social Media Privacy Settings

Set profiles to private where possible. Disable AI training toggles on LinkedIn, X, and other platforms. Limit what you share publicly and review your post history for oversharing.

3. Remove Personal Data From Data Brokers

Data broker sites like Spokeo, WhitePages, BeenVerified, and PeopleFinder aggregate your personal information and make it available to anyone — including AI scrapers. Manually requesting removal from each site is time-consuming and requires ongoing monitoring, since brokers frequently re-list your data.

4. Use Pseudonyms and Separate Identities

When participating in forums, leaving reviews, or commenting on articles, use pseudonyms rather than your real name. Use email aliases to prevent your primary email address from being linked across platforms and scraped into training data.

5. Add AI Blocking to Your Website

Update your robots.txt, implement server-level user-agent blocking, and consider using a CDN with AI crawl control features. The combination of policy signals and technical enforcement provides the strongest protection.

6. Review and Limit Microsoft 365 AI Training

If you use Microsoft 365, your data in Word, Excel, Outlook, and PowerPoint may be used for AI training by default. Check your Microsoft account privacy settings and opt out where possible.

How PrivacyOn Helps Protect You From AI Scraping

The single most effective step you can take to reduce your exposure to AI scraping is to remove your personal data from the public web. As long as your name, address, phone number, email, and other details are listed on data broker sites and people search engines, AI crawlers will continue to scoop them up.

PrivacyOn automatically removes your personal information from 100+ data broker sites, continuously monitors for re-listings, and provides dark web monitoring to alert you if your data surfaces in breaches. By eliminating your data from these public sources, you cut off one of the largest and most accessible pools of personal information that AI companies rely on for training. Plans start at $8.33 per month with family coverage for up to 5 people.

SC
Sarah Chen

Head of Privacy Research

CIPP/US CertifiedIAPP MemberB.S. Computer Science

CIPP/US-certified privacy researcher with over a decade of experience helping consumers remove their personal information from data brokers.

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