AI prompts

Turn analytics insights into actionable fixes with AI assistance.

What are AI prompts?

When Glyphex identifies issues on your site (high bounce rate, poor mobile experience, etc.), it can generate detailed prompts that you can give to AI coding assistants like Claude Code or Cursor.

These prompts include your actual site metrics, so the AI can provide specific, actionable recommendations tailored to your situation.

How to use

1

Go to insights

From your site dashboard, click on the Insights tab in the navigation. This page shows automated analysis of your analytics data.

2

Find an issue to address

Insights are categorized as Issues (problems to fix), Wins (things going well), or Info (neutral observations). Use the filter pills to focus on issues.

3

Click "AI Prompt"

Each insight card has an AI Prompt button in the bottom right corner. Click it to open a panel with the generated prompt.

4

Copy and paste

Click the Copy button to copy the prompt to your clipboard. Then paste it into Claude Code, Cursor, or your preferred AI coding assistant.

5

Let AI help

The AI will analyze the context and suggest specific code changes, optimizations, or strategies to address the issue.

What's in a prompt?

Each generated prompt includes:

  • Context - Your site domain, time range, and the specific issue identified
  • Current metrics - Real numbers from your analytics (visitors, bounce rate, session duration)
  • Investigation questions - Key questions to answer when diagnosing the issue
  • Analysis approach - Recommended steps to investigate the problem
  • Suggested actions - Prioritized fixes from quick wins to strategic changes
  • Success metrics - Target numbers to aim for

Supported categories

AI prompts are available for these categories of insights:

CategoryExample issues
Bounce rateHigh bounce rate, low continuation pages
MobilePoor mobile engagement, mobile bounce issues
ConversionsLow conversion rate, goal performance
TrafficTraffic drops, source distribution
ContentUnderperforming pages, content gaps
GeographicRegional performance issues
SEOSearch traffic issues, ranking opportunities

Compatible tools

The prompts are optimized for:

  • Claude Code - Anthropic's CLI coding assistant
  • Cursor - AI-powered code editor
  • Any AI assistant that can understand structured prompts

Example workflow

You notice your site has a 75% bounce rate. Here's how AI prompts help:

  1. Glyphex shows "High bounce rate" as an issue in Insights
  2. Click AI Prompt to get a detailed analysis prompt with your metrics
  3. Copy the prompt into Claude Code in your project directory
  4. The AI analyzes your codebase and suggests specific fixes
  5. Implement the changes and monitor your bounce rate improvement

Use the API with AI tools

AI coding assistants like Claude Code and Cursor can fetch your analytics data directly using the Glyphex API. This lets AI analyze live data without copy-pasting.

1. Create an API key

Go to your site settings and create an API key under the API keys section. Save the key somewhere secure — it is only shown once.

2. Give the AI your key and endpoints

Paste this into your AI assistant to give it access to your analytics:

# Glyphex Analytics API
Base URL: https://glyphex.io/api/v1
API Key: glx_your_key_here (use as Bearer token)

# Available endpoints (all GET, all return JSON):
/stats/overview    - Visitors, pageviews, sessions, bounce rate, avg duration
/stats/timeseries  - Daily visitor and pageview counts
/stats/pages       - Top pages by views
/stats/referrers   - Top traffic sources
/stats/channels    - Traffic by channel (organic, direct, social, etc.)
/stats/devices     - Visitor breakdown by device type
/stats/geo         - Visitor breakdown by country
/stats/events      - Custom event counts
/stats/utm         - UTM source breakdown

# Query parameters:
range=24h|7d|30d|90d  (default: 30d)
limit=1-100           (default: 10, for pages/referrers/devices/geo/events/utm)
country=US            (filter by country)
device=mobile         (filter by device)

# Example:
curl https://glyphex.io/api/v1/stats/overview?range=7d \
  -H "Authorization: Bearer glx_your_key_here"

3. Ask the AI to analyze your data

Example prompts you can use:

  • "Fetch my analytics overview for the last 7 days and suggest improvements"
  • "Check my top pages and bounce rate, then audit those pages for UX issues"
  • "Pull my traffic sources and suggest how to improve organic search"
  • "Get my device breakdown and check if my site has mobile issues"

Pro tip: Add to your CLAUDE.md

If you use Claude Code, add the API details to your project's CLAUDE.md file. This way Claude always has access to your analytics without you needing to paste the key each time.

Tips

Run in your project directory

For code-related fixes, paste the prompt while the AI has access to your codebase. This allows it to suggest specific file changes.

Address one issue at a time

Focus on fixing one insight before moving to the next. This makes it easier to measure the impact of each change.

Check back after changes

After implementing fixes, return to Insights in a few days to see if the issue has improved. The prompts include success metrics to measure against.

Data stays in the prompt

Your analytics data is included in the prompt text that you copy. Glyphex does not send data directly to any AI service. You control what gets shared.