analyze

Analyze X Post Performance via Browser

Read real engagement data directly from X's interface and run Phoenix scoring analysis — no manual data entry needed.

Input

The user provides one of:

• A post URL — analyze that specific post
• "recent" — analyze the most recent posts from their profile
• Their X username — navigate to their profile to analyze recent posts
• Nothing — ask what they want to analyze

Process

Step 1 — Get Browser Context

mcp__claude-in-chrome__tabs_context_mcp(createIfEmpty: true)

Create a new tab or reuse an existing x.com tab.

Step 2 — Navigate to the Content

For a specific post URL:

mcp__claude-in-chrome__navigate(url: "<post_url>", tabId: <tab>)
mcp__claude-in-chrome__computer(action: "wait", duration: 3, tabId: <tab>)

For recent posts (navigate to profile):

mcp__claude-in-chrome__navigate(url: "https://x.com", tabId: <tab>)
mcp__claude-in-chrome__computer(action: "wait", duration: 2, tabId: <tab>)

Find and click on the user's profile:

mcp__claude-in-chrome__find(query: "profile link or avatar in sidebar", tabId: <tab>)

Verify logged-in state — take a screenshot:

mcp__claude-in-chrome__computer(action: "screenshot", tabId: <tab>)

If not logged in, stop and tell the user to log in first.

Step 3 — Read Post Metrics

For a specific post:

Navigate to the post and read its engagement metrics. X shows metrics below each post (replies, reposts, likes, bookmarks, views).

1. Read the page to find metric elements:

mcp__claude-in-chrome__read_page(tabId: <tab>, filter: "all", depth: 10)

1. Or use JavaScript to extract metrics from the post detail page:

mcp__claude-in-chrome__javascript_tool(action: "javascript_exec", text: "
  // Extract metrics from post detail page
  const metrics = {};
  const groups = document.querySelectorAll('[role=\"group\"]');
  const ariaLabels = Array.from(document.querySelectorAll('[aria-label]'))
    .map(el => el.getAttribute('aria-label'))
    .filter(label => label && (
      label.includes('repl') || label.includes('repost') ||
      label.includes('like') || label.includes('bookmark') ||
      label.includes('view') || label.includes('impression')
    ));
  JSON.stringify(ariaLabels);
", tabId: <tab>)