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Scraped Rewrites

Scraped rewrites are AI‑generated passages that copy a brand's original text, then rephrase it to avoid exact duplication while keeping the same meaning.

5 min readTrust and E-E-A-T
Reviewed context
Term snapshot

AI-generated passages that copy a brand's original text, then rephrase it to avoid exact duplication while keeping the same meaning.

Search context

Website owners and content strategists reading about search engine optimization and indexing issues.

01What it is and how it works

When a crawler indexes a page, some AI models retrieve the raw text, then run it through a language model that paraphrases the content. The model keeps the core facts but swaps synonyms, rearranges sentences, or shortens paragraphs. The result looks like a fresh excerpt, but it is still derived from the original brand copy. This process happens behind the scenes in many large‑language‑model (LLM) powered search tools.

It is when a bot takes a brand's words, changes a few words, and shows the new version in search results.

02What to do about it

1. Add clear attribution tags (e.g., rel="author" or schema.org author markup) so the AI can recognise the source. 2. Use a concise, brand‑specific disclaimer at the top of key pages. 3. Submit a URL removal request if a rewritten passage misrepresents your brand. 4. Update your content regularly with unique data points that are hard for a model to paraphrase accurately. These steps can be started this week with a quick audit of your top‑ranking pages.

03How it is measured or noticed

Search monitoring tools compare the text shown in AI search snippets with the source page. A high similarity score (above 70 %) combined with a low exact‑match score signals a scraped rewrite. Look for phrases like “AI‑generated summary” in the SERP, or use the Google Search Console URL Inspection tool to see if the page is flagged for duplicate‑like content. Consistent appearance of paraphrased excerpts across multiple queries is a strong indicator.

04Common mistakes

  • Assuming a rewrite is harmless because the words are different.
  • Removing all canonical tags, which can make the original page look like duplicate content.
  • Relying only on robots.txt to block AI crawlers; many LLMs ignore it.

05Limits and confusion

Scraped rewrites only apply when an AI model actively paraphrases existing text. They do not cover brand mentions that are original user‑generated content or citations with proper attribution. The term is often confused with “scraped content” (exact copies) or “AI‑generated content” that is created from scratch. If a snippet is a direct quote, it is not a rewrite.

06Worked example

"Original: Our eco‑friendly shoes are made from 100 % recycled plastic bottles.
AI rewrite: These sustainable sneakers are crafted using entirely recycled plastic bottles."
The brand’s page contains the first sentence. An AI‑powered search result shows the second sentence as the snippet, indicating a scraped rewrite.

Frequently asked questions

How are scraped rewrites different from simple plagiarism detection?

Usually scraped rewrites are AI‑generated paraphrases of your original text, while plagiarism detection looks for exact or near‑exact copies. The AI changes wording to avoid duplication but keeps the same meaning, which plagiarism tools may not flag.

Should I try to block scraped rewrites from appearing in AI search results?

It depends on your goals; you can’t directly block the AI model, but you can reduce the chance by using distinctive phrasing and structured data. Monitoring tools let you spot scraped rewrites quickly and address any trust concerns.

Who or what actually performs the paraphrasing that creates scraped rewrites?

The paraphrasing is done by the AI model that powers the search engine’s snippet generator. When a crawler indexes your page, the model pulls the raw text and runs it through a language model that rephrases it.

Do scraped rewrites still happen with the latest AI models?

Yes, many modern models still use a paraphrasing step when they generate search snippets, so scraped rewrites remain possible. The technique helps the AI avoid exact duplication while still delivering relevant information.

What impact does a scraped rewrite have on my brand’s perceived authenticity?

Usually a scraped rewrite can erode trust if users notice the wording is slightly off from your official copy. It may suggest the AI is misrepresenting your brand, which can be spotted through inconsistencies in tone or phrasing.

How long after a page is indexed can a scraped rewrite appear in AI search snippets?

Typically it can show up within a few hours to a couple of days, depending on how often the search engine refreshes its index. You should monitor the snippets during that window to catch any paraphrased versions early.

Asked out loud

spoken, not typed

The same term in the words somebody uses speaking to an assistant rather than typing into a box — written from the situation, which is why each one carries the situation it came from.

Why does the AI summary of my product page sound like my copy but not exactly the same?

It’s because the AI has generated a scraped rewrite, which rephrases your original text while keeping the meaning. The model pulls your content, runs it through a paraphrasing step, and then presents the result in the search snippet.

on the movedeadline
Can I stop the AI from rephrasing my brand’s wording when it shows up in search?

Usually you can’t directly stop the AI model from paraphrasing, but you can reduce the risk by using unique phrasing and structured data. Adding clear attribution and monitoring tools helps you spot scraped rewrites quickly.

hands busyphone
I’m worried the AI’s version of my tagline might look like a copy‑paste error—how do I know if it’s a scraped rewrite?

It depends on whether the wording matches your source exactly or is a near‑identical paraphrase. Compare the AI snippet with your original text; a scraped rewrite will have similar meaning but different wording, which you can detect with monitoring tools.

standing over themdocument

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Prepared at GetLoopLoop

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Updated August 2026

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