> ## Documentation Index
> Fetch the complete documentation index at: https://www.pierview.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Understanding your performance

> What reports include, cadence, and stakeholder-ready outputs

## What reports include

Pierview reports summarize your AI visibility performance over a selected period. Typical sections:

* **Visibility**: How often your brand appeared across prompts and models
* **Sentiment**: Breakdown of positive, neutral, negative mentions
* **Citations**: Which sources were cited, including your domain
* **Competitor comparison**: Your share vs. competitors (when tracked)
* **Source breakdown**: Top cited domains and source gaps
* **Prompt-level detail**: Performance by individual prompt

## Reporting cadence

* **Weekly**: For active campaigns, quick iteration, content teams
* **Monthly**: For stakeholder reviews, trend tracking, exec summaries
* **Ad hoc**: After major content or PR pushes to measure impact

<Info>
  Run scans consistently (e.g., every Monday) so trend data is comparable.
</Info>

## Stakeholder-ready outputs

Reports can be tailored for different audiences:

| Output                | Audience          | Content                                                  |
| --------------------- | ----------------- | -------------------------------------------------------- |
| **Exec summary**      | Leadership        | Visibility trend, key wins, top gaps, 3–5 action items   |
| **Content backlog**   | Content team      | Source gaps → content ideas, citeable page opportunities |
| **PR targets**        | PR team           | Publications AI cites, angles for pitches                |
| **Competitive brief** | Product/Marketing | Share of Answer, competitor source strategies            |

## Sample report outline (text)

1. **Period**: e.g., Jan 1–31, 2025
2. **Summary**: Visibility up/down X%, citation rate at Y%
3. **Highlights**: Top 3 wins (e.g., new citations from G2, improved sentiment on key prompt)
4. **Gaps**: Source gaps to address, prompts with low visibility
5. **Recommendations**: 3–5 prioritized actions
6. **Appendix**: Prompt list, source table, raw metrics (optional)