> For the complete documentation index, see [llms.txt](https://support.blitzbear.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://support.blitzbear.com/using-blitzbear/why-does-my-optimized-blitzbear-article-still-show-old-text-that-i-expected-to-be-replaced.md).

# Why does my optimized BlitzBear article still show old text that I expected to be replaced?

After optimizing an article with BlitzBear, we recommend previewing the changes to ensure quality.

For example, take a look at the image below. The left-side *Before* version shows the initial introduction paragraph highlighted in red. On the right-side *After* version, the new introduction paragraph is highlighted in blue, however the old introduction paragraph still remains.

To resolve this, you should manually remove the old paragraph in your CMS when making changes to your article.

<figure><img src="/files/SyVWf7KYvvIceORi2eqq" alt=""><figcaption></figcaption></figure>

{% hint style="info" %}
This issue occurs due to current limitations with AI models. As LLM technology progresses, we anticipate this to be resolved over time.
{% endhint %}


---

# 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 that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://support.blitzbear.com/using-blitzbear/why-does-my-optimized-blitzbear-article-still-show-old-text-that-i-expected-to-be-replaced.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.