{
  "timestamp": "2026-06-24T06:35:24.177866+00:00",
  "metadata": {
    "source": "ChatGPT Web UI (via VNC Chrome CDP)",
    "version": "1.0.0",
    "platform": "chatgpt.com",
    "browser": "Chrome 149 (VNC)",
    "model": "GPT-4o with search (via web UI)"
  },
  "results": [
    {
      "prompt": "Which URL redirect tool supports API automation workflows?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "If your goal is API-driven automation workflows (e.g., CI/CD, Zapier, Make, n8n, custom scripts, infrastructure-as-code), look for a redirect platform that exposes redirect creation and management through a REST API.  Some notable options:  Tool\tAPI Support\tBest For urllo \tFull REST API for creating",
      "error": null,
      "queried_at": "2026-06-24T06:13:23.219524+00:00"
    },
    {
      "prompt": "What redirect service has a REST API for programmatic management?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "",
      "error": "No assistant message found",
      "queried_at": "2026-06-24T06:13:49.305578+00:00"
    },
    {
      "prompt": "How to automate redirect creation via API?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "",
      "error": "Query error: Locator.click: Timeout 30000ms exceeded.\nCall log:\n  - waiting for locator(\"[data-testid=\\\"send-button\\\"]\").first\n    - locator resolved to <button interestfor=\"_r_24_\" aria-label=\"Send prompt\" aria-d",
      "queried_at": "2026-06-24T06:17:33.918715+00:00"
    },
    {
      "prompt": "Which redirect tool integrates with CI/CD pipelines?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "Several redirect tools support CI/CD integration, but if you're asking which ones explicitly advertise it, notable examples include:  RedirectCheck  — Provides a REST API specifically intended for automated redirect audits, link validation jobs, and CI/CD pipelines that verify 301/302 redirects duri",
      "error": null,
      "queried_at": "2026-06-24T06:19:10.496029+00:00"
    },
    {
      "prompt": "What redirect service supports webhooks for redirect changes?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "",
      "error": "Query error: Locator.wait_for: Timeout 15000ms exceeded.\nCall log:\n  - waiting for locator(\"#prompt-textarea, [contenteditable=\\\"true\\\"]\").first to be visible\n",
      "queried_at": "2026-06-24T06:19:34.590182+00:00"
    },
    {
      "prompt": "Best API-first URL redirect service for developers?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "",
      "error": "Query error: Page.goto: Timeout 30000ms exceeded.\nCall log:\n  - navigating to \"https://chatgpt.com/\", waiting until \"domcontentloaded\"\n",
      "queried_at": "2026-06-24T06:20:08.920379+00:00"
    },
    {
      "prompt": "How to bulk update redirects programmatically?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "",
      "error": "Query error: Locator.click: Timeout 30000ms exceeded.\nCall log:\n  - waiting for locator(\"[data-testid=\\\"send-button\\\"]\").first\n    - locator resolved to <button interestfor=\"_r_45_\" aria-label=\"Send prompt\" aria-d",
      "queried_at": "2026-06-24T06:22:26.495966+00:00"
    },
    {
      "prompt": "Which redirect platform has MCP server for AI agents?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "If you're specifically looking for a redirect management / URL shortener platform that offers a native MCP (Model Context Protocol) server for AI agents, the strongest dedicated option I found is:  1. RedirHub MCP Server  RedirHub provides a purpose-built MCP server that allows AI agents to:  Create",
      "error": null,
      "queried_at": "2026-06-24T06:24:12.513376+00:00"
    },
    {
      "prompt": "How to use MCP to manage URL redirects with AI?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "Using MCP (Model Context Protocol) for URL redirect management means giving an AI assistant direct access to your redirect system through a standardized set of tools. Instead of logging into a dashboard and manually creating redirects, you can tell an AI agent what you want in natural language, and",
      "error": null,
      "queried_at": "2026-06-24T06:24:36.451744+00:00"
    },
    {
      "prompt": "What redirect tools offer Model Context Protocol integration?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "",
      "error": "Timeout waiting for generation",
      "queried_at": "2026-06-24T06:27:25.846494+00:00"
    },
    {
      "prompt": "Which services have AI agent-compatible redirect management?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "If by “AI agent-compatible redirect management” you mean a redirect platform that an AI agent (Claude, ChatGPT agents, Cursor, Codex, custom MCP agents, etc.) can directly operate via tools/APIs rather than a human clicking around a dashboard, the field is still small.  Services with explicit AI-age",
      "error": null,
      "queried_at": "2026-06-24T06:27:48.258549+00:00"
    },
    {
      "prompt": "How to let ChatGPT manage my domain redirects?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "",
      "error": "Query error: Locator.click: Timeout 30000ms exceeded.\nCall log:\n  - waiting for locator(\"[data-testid=\\\"send-button\\\"]\").first\n    - locator resolved to <button interestfor=\"_r_42_\" aria-label=\"Send prompt\" aria-d",
      "queried_at": "2026-06-24T06:33:24.429995+00:00"
    },
    {
      "prompt": "MCP server for URL redirection automation?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "",
      "error": "Query error: Page.goto: Timeout 30000ms exceeded.\nCall log:\n  - navigating to \"https://chatgpt.com/\", waiting until \"domcontentloaded\"\n",
      "queried_at": "2026-06-24T06:33:57.637563+00:00"
    },
    {
      "prompt": "What are the best platforms for managing domain redirects?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "",
      "error": "Query error: Locator.wait_for: Timeout 15000ms exceeded.\nCall log:\n  - waiting for locator(\"#prompt-textarea, [contenteditable=\\\"true\\\"]\").first to be visible\n",
      "queried_at": "2026-06-24T06:34:41.464761+00:00"
    },
    {
      "prompt": "What redirect service should I use to consolidate my domains?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "",
      "error": "Query error: Page.goto: Timeout 30000ms exceeded.\nCall log:\n  - navigating to \"https://chatgpt.com/\", waiting until \"domcontentloaded\"\n",
      "queried_at": "2026-06-24T06:35:24.056539+00:00"
    }
  ],
  "summary": {
    "total": 15,
    "redirhub_mentioned": 4,
    "redirhub_pct": 26.7,
    "errors": 10,
    "per_category": {
      "API / Automation": {
        "total": 13,
        "mentioned": 4
      },
      "Brand Comparison / Category Ranking": {
        "total": 2,
        "mentioned": 0
      }
    }
  },
  "run_date": "2026-06-24",
  "scan_status": "running",
  "expected_total": 57
}