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

# Running Analysis

> Test your prompts on ChatGPT, Claude, Gemini, Perplexity, and Mistral

# Running AI Analysis

Send your prompts to 5 AI engines and analyze their responses.

***

## Quick Start

### Step 1: Click "Run Analysis"

In your project, click **"Run Analysis"**

### Step 2: Select Engines

<ParamField path="engines" type="array" default={["all"]}>
  **AI Engines to Test**
</ParamField>

**Default**: All 5 engines selected

You can uncheck engines to save credits:

* ✅ ChatGPT
* ✅ Claude
* ✅ Gemini
* ✅ Perplexity
* ✅ Mistral

<Tip>
  Test all engines first. In future analyses, focus on engines where you perform worst.
</Tip>

### Step 3: Confirm & Start

Review cost estimate:

```
10 active prompts × 5 engines = 50 queries
Estimated cost: ~€5.00
```

Click **"Start Analysis"**

### Step 4: Watch Progress

Real-time progress bar shows:

* Current prompt being tested
* Responses received
* Estimated time remaining

**Time**: 5-10 minutes for full analysis

<Frame>
  <img src="https://mintlify.s3.us-west-1.amazonaws.com/tldr/images/analysis-progress.png" alt="Analysis in progress" />
</Frame>

***

## What Happens During Analysis

```mermaid theme={null}
sequenceDiagram
    tldr->>ChatGPT: Prompt 1
    ChatGPT-->>tldr: Response
    tldr->>Claude: Prompt 1
    Claude-->>tldr: Response
    tldr->>Gemini: Prompt 1
    Gemini-->>tldr: Response
    tldr->>Perplexity: Prompt 1
    Perplexity-->>tldr: Response
    tldr->>Mistral: Prompt 1
    Mistral-->>tldr: Response
    Note over tldr: Repeat for prompts 2-10
```

For each prompt:

1. Sent to all 5 engines simultaneously
2. Each engine generates response
3. GPT-5 analyzes each response:
   * Is your brand mentioned?
   * Where does it rank?
   * What's the sentiment?
   * Which competitors mentioned?

***

## Analysis Results

Once complete, you'll see:

<Frame>
  <img src="https://mintlify.s3.us-west-1.amazonaws.com/tldr/images/analysis-results-dashboard.png" alt="Analysis results" />
</Frame>

### Overview Metrics

<CardGroup cols={4}>
  <Card title="Visibility Score" icon="eye">
    40%

    Your brand mentioned in 20/50 responses
  </Card>

  <Card title="Avg Position" icon="ranking-star">
    \#2.0

    Average ranking when mentioned
  </Card>

  <Card title="Sentiment" icon="smile">
    66% Positive

    Sentiment breakdown
  </Card>

  <Card title="Mentions" icon="hashtag">
    20 / 50

    Total brand mentions
  </Card>
</CardGroup>

### Breakdown by Category

| Category   | Visibility | Avg Position | Mentions |
| ---------- | ---------- | ------------ | -------- |
| Brand      | 100%       | #1.0         | 5/5      |
| Product    | 80%        | #1.5         | 4/5      |
| Competitor | 40%        | #3.0         | 6/15     |
| Intent     | 20%        | #2.5         | 5/25     |

### Breakdown by Engine

| Engine     | Visibility | Avg Position | Mentions |
| ---------- | ---------- | ------------ | -------- |
| ChatGPT    | 50%        | #2.0         | 5/10     |
| Claude     | 30%        | #3.0         | 3/10     |
| Gemini     | 60%        | #1.5         | 6/10     |
| Perplexity | 40%        | #2.0         | 4/10     |
| Mistral    | 20%        | #4.0         | 2/10     |

<Tip>
  Focus optimization efforts on engines where you have LOW visibility!
</Tip>

***

## Detailed Results

### Per-Prompt Analysis

Click on any prompt to see individual responses:

<Frame>
  <img src="https://mintlify.s3.us-west-1.amazonaws.com/tldr/images/prompt-detail-responses.png" alt="Prompt responses" />
</Frame>

**For each engine**:

* ✅ **Mentioned**: Brand appeared
* ❌ **Not mentioned**: Brand ignored
* **Position**: #1-10 if mentioned
* **Sentiment**: Positive/Neutral/Negative
* **Full response**: Complete AI answer

### Response Text

Read what AI actually said about you:

```
ChatGPT Response:
"For sales automation, I'd recommend:
1. Salesforce - Enterprise-grade CRM
2. Acme Inc - Affordable option for startups
3. HubSpot - All-in-one marketing + sales"
```

**Analysis**:

* ✅ Mentioned: Yes
* **Position**: #2
* **Sentiment**: Positive ("affordable option")
* **Competitors**: Salesforce (#1), HubSpot (#3)

***

## Re-Running Analysis

### When to Re-Run

* **Monthly**: Track progress over time
* **After content updates**: See if optimization worked
* **After PR campaigns**: Measure impact
* **New competitors**: Include in prompts

### How to Re-Run

1. Go to project
2. Click **"Run Analysis"** again
3. Choose same or different engines
4. View history in **"Analyses"** tab

<Info>
  Each analysis is saved. Compare results over time to see improvement!
</Info>

***

## Cost & Credits

### Pricing per Query

| Engine                 | Cost per Query |
| ---------------------- | -------------- |
| ChatGPT (GPT-5)        | €0.05-0.10     |
| Claude (3.5 Sonnet)    | €0.10-0.15     |
| Gemini (2.5 Flash)     | €0.01-0.02     |
| Perplexity (Sonar Pro) | €0.10-0.15     |
| Mistral (Large)        | €0.05-0.08     |

**Full analysis** (10 prompts × 5 engines):

* **Total**: 50 queries
* **Cost**: \~€5.00

<Tip>
  Reduce cost by limiting prompts and selecting only engines you need for each run.
</Tip>

***

## Troubleshooting

<AccordionGroup>
  <Accordion title="Analysis taking too long">
    **Normal**: 5-10 minutes for 50 queries

    **If > 15 minutes**:

    * Check progress bar (might be stuck)
    * Refresh page
    * Contact support if stuck
  </Accordion>

  <Accordion title="Some engines failed">
    **Possible reasons**:

    * Engine temporarily down
    * Rate limit hit
    * Insufficient workspace credits

    **Solution**: Re-run analysis for failed engines only
  </Accordion>

  <Accordion title="All visibility scores are 0%">
    **Possible reasons**:

    * New/unknown brand
    * No online presence
    * Wrong domain analyzed

    **Solution**: Verify domain, add more content, try again in 1 month
  </Accordion>
</AccordionGroup>

***

## Next Steps

<CardGroup cols={2}>
  <Card title="Understand Metrics" icon="chart-bar" href="/ai-search/understanding-metrics">
    Learn what visibility, position, sentiment mean
  </Card>

  <Card title="Check Competitors" icon="users" href="/ai-search/competitors">
    See who AI recommends instead
  </Card>

  <Card title="Optimize Content" icon="sparkles" href="/ai-search/optimization-tips">
    Improve your AI visibility
  </Card>
</CardGroup>

***

<Check>
  **Analysis complete!** Next: [Understand your metrics →](/ai-search/understanding-metrics)
</Check>