> For the complete documentation index, see [llms.txt](https://support.limy.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://support.limy.ai/intelligence/sentiment-score-analysis/sentiment-analysis-prompt-level.md).

# Sentiment Analysis: Prompt Level

Prompt-level Sentiment Analysis shows how AI systems describe your brand **within the context of specific questions**, not just overall perception. By analyzing sentiment at the prompt level, you can pinpoint exactly which topics, narratives, or sources drive positive or negative framing, making it easier to take targeted action and improve how your brand appears in AI-generated answers.

### How to see the sentiment analysis on the prompt level:

{% stepper %}
{% step %}

#### Go to your Limy account

{% endstep %}

{% step %}

#### Navigate to **Prompts**

<figure><img src="/files/KjCGjhrb0Up16U5VDnP8" alt=""><figcaption></figcaption></figure>
{% endstep %}

{% step %}

#### Expand on a topic

<figure><img src="/files/I5uiv5TruI1dhAtfYCAR" alt=""><figcaption></figcaption></figure>
{% endstep %}

{% step %}

#### Choose a specific prompt and click on **Analyze**

<figure><img src="/files/UknAWlQTDjaQ8iRTSki9" alt=""><figcaption></figcaption></figure>
{% endstep %}

{% step %}

#### You will be able to see the sentiment analysis overall

<figure><img src="/files/hO9qm3WYZyvuHG20yznc" alt="" width="289"><figcaption></figcaption></figure>

{% endstep %}

{% step %}

#### To see on the source level, scroll down

<figure><img src="/files/e7nDz77CBqdU0AsUxFjH" alt=""><figcaption></figcaption></figure>
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{% endstepper %}

{% hint style="info" %}
Limy provides you the sources AI systems reference when generating negative responses. Use this insight to **address the issue strategically -** by creating content that counters the narrative or engaging directly (for example, responding to a social post with a positive message) to help influence future sentiment in AI-generated answers.
{% endhint %}

### FAQs

<details>

<summary><strong>Is sentiment based on user reviews or social media?</strong></summary>

No. Sentiment is derived from AI-generated language, based on the sources AI systems reference when answering prompts.

</details>

<details>

<summary><strong>Can sentiment change over time?</strong></summary>

Yes. Sentiment evolves as AI models ingest new sources, content, and coverage.No. Sentiment is derived from AI-generated language, based on the sources AI systems reference when answering prompts.

</details>

<details>

<summary><strong>Why might sentiment drop suddenly?</strong></summary>

Sudden changes can be caused by new sources being ingested, negative coverage, or shifts in how AI systems interpret existing information.

</details>

<details>

<summary><strong>Can I improve sentiment?</strong></summary>

Yes. Improving sentiment typically involves addressing the underlying sources and narratives through content, PR, and messaging updates.

</details>

***

### Relevant Content

{% content-ref url="/pages/WoKLl2JPwzirkiMSzWYV" %}
[Sentiment Score Analysis](/intelligence/sentiment-score-analysis.md)
{% endcontent-ref %}

{% content-ref url="/pages/ZuletsYNcdYBNfCK1weU" %}
[Competitors](/intelligence/competitors.md)
{% endcontent-ref %}

{% content-ref url="/pages/TzGDW81lHXDTZ9XHnHSe" %}
[Source Analysis](/intelligence/source-analysis.md)
{% endcontent-ref %}

{% content-ref url="/pages/LoiAA6N4BPheGuTBYuCK" %}
[Dashboard Overview](/dashboard/dashboard-overview.md)
{% endcontent-ref %}

Still have questions? We’re here to help. Contact us at **<answers@limy.ai>** - we’d be happy to assist.