Documentation

    Fix Prompt Generator

    The Fix Prompt Generator creates AI-ready instructions that your developers can use with coding assistants to implement SEO and GEO fixes quickly.

    What It Is

    When SEOGEO Tools identifies issues on your site, the Fix Prompt Generator:

    1. Analyzes the specific issue and its context
    2. Generates detailed instructions for fixing it
    3. Formats prompts for AI coding assistants (Cursor, GitHub Copilot, etc.)
    4. Provides code examples when applicable
    5. How It Works

      Issue Detection

      Fix prompts are generated from:

      • Site audit findings
      • Technical SEO checks
      • GEO score recommendations
      • Verification failures

      Prompt Generation

      The AI considers:

      • Your site's technology stack
      • The specific page and element affected
      • Best practices for the fix type
      • Potential side effects to avoid

      Using Fix Prompts

      From the Command Center

      1. View Priority Actions panel
      2. Click Fix on any action
      3. Copy the generated prompt
      4. Paste into your AI coding assistant
      5. From Audit Results

        1. Navigate to Audit > Results
        2. Click any issue to expand
        3. Click Generate Fix Prompt
        4. Use with your development tools
        5. From the Fix Prompts Page

          1. Go to Fix Prompts in navigation
          2. View all available fixes
          3. Filter by type, priority, or status
          4. Bulk generate prompts
          5. Prompt Types

            Issue TypePrompt Contents
            Missing meta tagsHTML template, best practices
            Schema markupJSON-LD code, validation tips
            Heading structureSemantic HTML guidance
            FAQ sectionsContent structure, schema
            Answer blocksFormatting guidelines
            Image optimizationAlt text, sizing, lazy loading
            Internal linkingStrategy, anchor text
            Core Web VitalsPerformance optimization code

            Example Output

            ``markdown

            Fix: Add FAQ Schema to Product Page

            Issue: /products/widget-pro is missing FAQ schema markup Context: This page has an FAQ section but no structured data Instructions:
            1. Add JSON-LD FAQ schema to the page
            2. Include all 5 questions currently in the HTML
            3. Ensure questions match the visible content exactly
            4. Code Template:

              \\\json

              {

              "@context": "https://schema.org",

              "@type": "FAQPage",

              "mainEntity": [

              {

              "@type": "Question",

              "name": "[Question text]",

              "acceptedAnswer": {

              "@type": "Answer",

              "text": "[Answer text]"

              }

              }

              ]

              }

              \\\

              Validation: Test with Google's Rich Results Test ``

              Best Practices

              1. Review before using: Check prompts for accuracy
              2. Customize for your stack: Adjust framework-specific code
              3. Test implementations: Verify fixes work correctly
              4. Use verification: Run Implementation Verification after fixing
              5. Integration with Development Workflow

                For Developers

                1. Receive fix prompt from team
                2. Paste into AI assistant (Cursor, Copilot, Claude)
                3. Review and implement suggested changes
                4. Commit and deploy
                5. Verify using SEOGEO Tools
                6. For SEO Teams

                  1. Generate prompts for priority issues
                  2. Share with development team
                  3. Track implementation status
                  4. Run verification to confirm fixes
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    Last updated: 1/21/2025