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

# Performance Analysis

> Track visibility trends, compare providers, analyze topics, and read your GEO visibility matrix.

## Weekly performance review

A workflow for your weekly GEO review: check trends, compare providers, find topic gaps.

### Check the trend

<Accordion defaultOpen title="Is my visibility improving or declining?">
  **You:**

  Show me my visibility trend over the last 30 days, grouped by week.

  **Claude:**

  Visibility trend for **TechFlow** (weekly):

  | Week | Responses | Brand Mentions | Visibility Rate | Sentiment |
  | ---- | --------- | -------------- | --------------- | --------- |
  | W10  | 286       | 112            | 39%             | 71        |
  | W11  | 310       | 134            | 43%             | 73        |
  | W12  | 274       | 105            | 38%             | 74        |
  | W13  | 328       | 152            | 46%             | 75        |

  Trend: **Improving** (+7% from first to second half). Week 12 dipped but Week 13 recovered strongly with your best numbers yet.
</Accordion>

### Compare providers

<Accordion title="Which AI platform is my best and worst performer?">
  **You:**

  Break this down by AI provider.

  **Claude:**

  Provider breakdown (last 30 days):

  | Provider   | Responses | Mentions | Visibility | Sentiment |
  | ---------- | --------- | -------- | ---------- | --------- |
  | ChatGPT    | 724       | 355      | 49%        | 77        |
  | Claude     | 548       | 247      | 45%        | 75        |
  | Perplexity | 445       | 151      | 34%        | 71        |
  | Gemini     | 382       | 115      | 30%        | 70        |
  | Copilot    | 268       | 110      | 41%        | 73        |

  **Best:** ChatGPT (49% visibility, highest sentiment).

  **Weakest:** Gemini (30%) — could be a robots.txt issue or a content indexing gap with Google's AI.
</Accordion>

### Find the topic gaps

<Accordion title="Which topics need attention?">
  **You:**

  Show me performance by topic.

  **Claude:**

  Topic performance:

  | Topic               | Score | Mention Rate | Source Rate | SOV |
  | ------------------- | ----- | ------------ | ----------- | --- |
  | Project Management  | 74    | 55%          | 30%         | 40% |
  | Team Collaboration  | 65    | 45%          | 22%         | 33% |
  | Workflow Automation | 48    | 32%          | 16%         | 24% |
  | Time Tracking       | 28    | 20%          | 9%          | 14% |
  | Reporting           | 42    | 30%          | 18%         | 26% |

  **Strongest:** Project Management (score 74) — you're the reference.

  **Critical gap:** Time Tracking (score 28) — competitors dominate here despite you having this feature.
</Accordion>

### Read the visibility matrix

<Accordion title="Show me topics × providers to find exact weak spots">
  **You:**

  Show me the full visibility matrix.

  **Claude:**

  GEO Matrix (last 30 days):

  | Topic               | ChatGPT | Claude | Perplexity | Gemini | Overall |
  | ------------------- | ------- | ------ | ---------- | ------ | ------- |
  | Project Management  | 62%     | 55%    | 48%        | 40%    | 51%     |
  | Team Collaboration  | 52%     | 45%    | 35%        | 28%    | 40%     |
  | Workflow Automation | 38%     | 32%    | 28%        | 20%    | 30%     |
  | Time Tracking       | 24%     | 20%    | 18%        | 14%    | 19%     |
  | Reporting           | 40%     | 35%    | 25%        | 20%    | 30%     |

  **Pattern:** Gemini is consistently your weakest provider. Your Time Tracking × Gemini cell (14%) is where a dedicated competitor has 52% visibility — they have landing pages specifically targeting these queries.
</Accordion>