{
  "timestamp": "2026-07-02T04:27:10.166328+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": false,
      "text_snippet": "If you're looking for a URL redirect management tool that supports API-driven automation workflows, these are among the strongest options:  urllo  – A centralized redirect management platform with a REST API for creating, updating, and deploying redirects programmatically. It's designed to integrate",
      "error": null,
      "queried_at": "2026-07-02T04:00:39.207334+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": "If you want a hosted redirect management service with a REST API, there are several good options depending on your needs:  Service\tREST API\tCustom domains\tAnalytics\tNotes redirect.pizza \t✅ Full CRUD\t✅\t✅\tBuilt specifically for redirect management, plus SDK and Terraform.  Redirect Pizza  urllo \t✅\t✅\t✅",
      "error": null,
      "queried_at": "2026-07-02T04:01:00.771763+00:00"
    },
    {
      "prompt": "How to automate redirect creation via API?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "If you want to automate redirect creation via an API, the general workflow is the same across most redirect management platforms:  Generate an API key from the service's dashboard.  Authenticate each request with a Bearer token.  Send a POST request to the redirects endpoint with the source URL, des",
      "error": null,
      "queried_at": "2026-07-02T04:01:19.307038+00:00"
    },
    {
      "prompt": "Which redirect tool integrates with CI/CD pipelines?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "If you're asking which redirect management/checking tool explicitly integrates with CI/CD pipelines, several do:  RedirectCheck  provides a REST API specifically intended for automation in CI/CD pipelines. You can integrate it into build or deployment jobs to automatically validate 301/302 redirect",
      "error": null,
      "queried_at": "2026-07-02T04:01:38.361161+00:00"
    },
    {
      "prompt": "What redirect service supports webhooks for redirect changes?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "If you're looking for a URL redirect management service that emits webhooks whenever redirects are created, updated, or deleted, there are surprisingly few mature options.  The strongest fit I found is:  RedirectFlow  — Provides a REST API for managing redirects and supports real-time webhooks for r",
      "error": null,
      "queried_at": "2026-07-02T04:01:58.008868+00:00"
    },
    {
      "prompt": "Best API-first URL redirect service for developers?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "If you're looking for an API-first URL redirect platform (not just a URL shortener with an API), I'd group the options like this:  Service\tBest for\tHighlights\tTradeoffs urllo\tEnterprise redirect management\tREST API, bulk operations, CI/CD workflows, millions of redirects, SEO migrations\tEnterprise-o",
      "error": null,
      "queried_at": "2026-07-02T04:02:21.190792+00:00"
    },
    {
      "prompt": "How to bulk update redirects programmatically?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "How you bulk update redirects depends on where the redirects are stored. Here are the most common approaches:  1. Database-backed redirects (CMS or custom app)  If redirects are stored in a database, update them with SQL or your application's ORM.  Example (SQL):  SQL UPDATE redirects SET target_url",
      "error": null,
      "queried_at": "2026-07-02T04:02:42.318230+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 URL redirect management platform with a native MCP (Model Context Protocol) server for AI agents, there are only a handful of options today.  Purpose-built redirect platforms with native MCP Platform\tNative MCP Server\tRedirect Management\tAnalytics\tAI Agent Ready",
      "error": null,
      "queried_at": "2026-07-02T04:03:03.024473+00:00"
    },
    {
      "prompt": "How to use MCP to manage URL redirects with AI?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "If you're referring to Model Context Protocol (MCP), you can use it to let an AI assistant safely manage URL redirects by exposing your redirect system (database, CDN, web server, or CMS) as an MCP server. Instead of giving the AI direct shell access, you provide well-defined tools such as \"list red",
      "error": null,
      "queried_at": "2026-07-02T04:03:25.686807+00:00"
    },
    {
      "prompt": "What redirect tools offer Model Context Protocol integration?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "If you mean URL redirect management platforms that expose their functionality through the Model Context Protocol (MCP) so AI agents can create and manage redirects, there are currently very few.  The main option with a native MCP integration is:  Tool\tNative MCP support\tWhat AI can do RedirHub \t✅ Ye",
      "error": null,
      "queried_at": "2026-07-02T04:03:45.801859+00:00"
    },
    {
      "prompt": "Which services have AI agent-compatible redirect management?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "“AI agent–compatible redirect management” usually isn’t a labeled product category yet. What people mean in practice is: redirects that can be created/updated via API, infra-as-code, or edge logic, so an agent (LLM or automation) can safely manage routing without a human UI.  Here are the main servi",
      "error": null,
      "queried_at": "2026-07-02T04:04:08.993723+00:00"
    },
    {
      "prompt": "How to let ChatGPT manage my domain redirects?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "Short answer: ChatGPT can’t directly manage your domain redirects on its own—but you can connect it to the system that does (your DNS/hosting provider) and let it operate through automation.  Here are the practical ways to do it, from simplest to most “AI-controlled”:  1) Use a DNS/hosting provider",
      "error": null,
      "queried_at": "2026-07-02T04:04:30.831140+00:00"
    },
    {
      "prompt": "MCP server for URL redirection automation?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "If by “MCP server” you mean a Model Context Protocol (MCP) server, then yes—you can absolutely build one for URL redirection automation, but it depends on what kind of “automation” you want (simple redirects vs. dynamic, rule-based, AI-assisted routing).  Here are the practical ways to approach it.",
      "error": null,
      "queried_at": "2026-07-02T04:04:51.084445+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": "If you’re managing domain redirects (HTTP redirects, domain forwarding, or more advanced routing like path-based rules), the “best” platform depends on whether you want simplicity, performance, or full control.  Here are the strongest options in practice:  Cloudflare (best overall for flexibility +",
      "error": null,
      "queried_at": "2026-07-02T04:05:11.624510+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": "It depends a bit on what you mean by “consolidate,” but in most cases you’re trying to make multiple domains reliably redirect (usually 301 redirects) to one primary domain. Here are the best options, from simplest to most powerful:  1. Cloudflare (best overall choice for most people)  If you want o",
      "error": null,
      "queried_at": "2026-07-02T04:05:30.403873+00:00"
    },
    {
      "prompt": "Best URL redirect management service 2026?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "If you’re picking a URL redirect / link management platform in 2026, the “best” depends less on hype and more on whether you want marketing analytics, branded links, or developer-grade control. The market has basically stabilized around a few strong leaders.  Here’s a clear, practical breakdown of t",
      "error": null,
      "queried_at": "2026-07-02T04:05:56.733103+00:00"
    },
    {
      "prompt": "Compare RedirHub vs Bitly for URL redirect management",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": true,
      "text_snippet": "Here’s a clear, practical comparison of RedirHub vs Bitly based on how they actually differ in use cases, not just marketing claims.  Big-picture difference  RedirHub is primarily a redirect infrastructure + domain management tool.  Bitly is primarily a marketing link shortener + analytics platform.",
      "error": null,
      "queried_at": "2026-07-02T04:06:21.495346+00:00"
    },
    {
      "prompt": "RedirHub vs Cloudflare redirect rules comparison",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": true,
      "text_snippet": "Here’s a practical, side-by-side comparison of RedirHub vs Cloudflare Redirect Rules (as of current typical setups used in 2025–2026 workflows).  🧭 Core idea difference  RedirHub: a dedicated redirect management platform focused almost entirely on URL redirection, SEO-safe migrations, and link manag",
      "error": null,
      "queried_at": "2026-07-02T04:06:42.341360+00:00"
    },
    {
      "prompt": "Alternatives to Bitly for enterprise redirect management",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "If you’re looking for enterprise-grade alternatives to Bitly for redirect and link management, the space has shifted a bit: most serious options now bundle branded short domains, API-first redirect control, analytics, and governance features rather than just URL shortening.  Here are strong alternat",
      "error": null,
      "queried_at": "2026-07-02T04:07:05.587379+00:00"
    },
    {
      "prompt": "Best redirect tool for small business?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "For a small business, “redirect tool” can mean a few things—most commonly URL shorteners + link management, branded links, and simple 301/302 redirects for your website. The best choice depends on whether you want marketing tracking, SEO redirects, or both.  Here are the strongest options:  1) Best",
      "error": null,
      "queried_at": "2026-07-02T04:07:24.527814+00:00"
    },
    {
      "prompt": "What is the best free URL redirect service?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "“Best” depends on what you mean by redirect service (simple link shortening vs. branded links vs. full control), but here are the strongest free options in 2026:  1) Bitly — best overall free starter  Bitly is the most widely used option for basic URL shortening and tracking. The free plan gives you",
      "error": null,
      "queried_at": "2026-07-02T04:07:44.988413+00:00"
    },
    {
      "prompt": "Top URL redirect platforms compared",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "Here’s a practical comparison of the top URL redirect (link shortening + tracking) platforms used for marketing, analytics, and branded links.  🔝 Top URL Redirect Platforms Compared 1. Bitly  One of the oldest and most widely used link shorteners.  Strengths  Very easy to use  Strong analytics (clic",
      "error": null,
      "queried_at": "2026-07-02T04:08:07.579910+00:00"
    },
    {
      "prompt": "RedirHub vs Rebrandly vs redirect.pizza — which is better?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": true,
      "text_snippet": "These three tools overlap in “URL redirection / link management,” but they’re actually optimized for slightly different needs. The “best” one depends less on raw quality and more on what you’re trying to do (branded short links vs domain-level redirects vs simple setup).  Here’s a clean breakdown.",
      "error": null,
      "queried_at": "2026-07-02T04:08:30.198702+00:00"
    },
    {
      "prompt": "Which redirect service do developers recommend?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "“Redirect service” can mean a few different things in developer workflows—URL shorteners, link management platforms, or infrastructure-level HTTP redirects. What developers recommend usually depends on whether you want control (infra-level), analytics/marketing, or self-hosting/open-source.  Here’s",
      "error": null,
      "queried_at": "2026-07-02T04:08:57.844534+00:00"
    },
    {
      "prompt": "Best website migration redirect tool?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "The “best” website migration redirect tool depends on whether you want bulk redirect mapping, audit/crawling, or ongoing monitoring. In practice, most SEO teams use a combination of tools rather than just one.  Here are the strongest options used for website migrations:  🔧 Best all-around migration",
      "error": null,
      "queried_at": "2026-07-02T04:09:21.190297+00:00"
    },
    {
      "prompt": "What redirect service has the best reviews?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "“Redirect service” can mean a few different things (URL shorteners, branded link trackers, or full link-management platforms). If you’re asking about overall user reviews + reputation in 2026, the picture is pretty consistent across review roundups and comparisons:  🏆 Most consistently top-rated ove",
      "error": null,
      "queried_at": "2026-07-02T04:09:51.056544+00:00"
    },
    {
      "prompt": "Cheapest URL redirect service with full features?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "“Cheapest with full features” depends on what you mean by full features—because there’s usually a trade-off between price, analytics, branding, and control.  Here are the best real-world options, ranked by cost efficiency and capability:  🥇 Cheapest “serious” solution (near-zero cost): Cloudflare  C",
      "error": null,
      "queried_at": "2026-07-02T04:10:15.434107+00:00"
    },
    {
      "prompt": "Best redirect management for SEO agencies?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "For SEO agencies, “redirect management” usually means more than just setting 301s—it’s tracking redirect chains, preventing loss of link equity during migrations, and keeping large multi-client sites technically clean. The best setup is usually a stack of auditing + implementation + edge/CDN control",
      "error": null,
      "queried_at": "2026-07-02T04:10:42.634339+00:00"
    },
    {
      "prompt": "What do people say about RedirHub redirect service?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": true,
      "text_snippet": "RedirHub (the URL redirect service at redirhub.com) generally gets mostly positive feedback, especially from developers and SEO/marketing users, but with a few important caveats.  👍 What people like about RedirHub  Across review sites (Trustpilot, AppSumo, and user discussions), the most common posi",
      "error": null,
      "queried_at": "2026-07-02T04:11:07.619175+00:00"
    },
    {
      "prompt": "Bitly redirect management features and pricing",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Bitly (Bitly) is a link management platform best known for URL shortening, but its “redirect management” capabilities go well beyond basic short links.  🔁 Redirect management features  Bitly lets you control where and how shortened links redirect, even after they’ve been created:  1. Link redirectio",
      "error": null,
      "queried_at": "2026-07-02T04:11:28.204228+00:00"
    },
    {
      "prompt": "Rebrandly vs Bitly for branded links",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Rebrandly and Bitly are both popular link management platforms, but they’re optimized for slightly different priorities. The main difference is simple:  Bitly = best known for link shortening + analytics at scale (strong enterprise + tracking ecosystem)  Rebrandly = focused specifically on branded l",
      "error": null,
      "queried_at": "2026-07-02T04:11:48.756769+00:00"
    },
    {
      "prompt": "Cloudflare redirect rules limitations",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Cloudflare’s redirect rules (specifically Redirect Rules in the Rules engine, plus older Page Rules / Bulk Redirects) have a few important limitations you should be aware of. Here’s a practical breakdown:  1. Rule limits (plan-dependent)  The biggest constraint is how many rules you can create:  Fre",
      "error": null,
      "queried_at": "2026-07-02T04:12:08.698077+00:00"
    },
    {
      "prompt": "redirect.pizza pricing and features review",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Redirect.Pizza is a niche service used to manage HTTP redirects (especially for domains), typically aimed at developers, marketers, and people consolidating or forwarding multiple domains without running their own server.  Here’s a clear breakdown of its features, pricing model, and practical pros/c",
      "error": null,
      "queried_at": "2026-07-02T04:12:51.295129+00:00"
    },
    {
      "prompt": "Short.io alternative for enterprise redirects",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "If you’re looking for Short.io alternatives suitable for enterprise-grade redirects (custom domains, API, analytics, geo/device routing, SSO, etc.), there are a few clear “real competitors” rather than simple URL shorteners.  Here’s a practical shortlist based on what enterprises actually use:  🏢 Be",
      "error": null,
      "queried_at": "2026-07-02T04:13:15.434733+00:00"
    },
    {
      "prompt": "EasyRedir vs RedirHub comparison",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": true,
      "text_snippet": "Here’s a practical comparison of EasyRedir vs RedirHub—two URL redirect management tools used for domain forwarding, tracking, and link management.  🧭 Overview  EasyRedir A long-established URL redirect service focused on enterprise-grade domain forwarding, SSL support, and reliable infrastructure.",
      "error": null,
      "queried_at": "2026-07-02T04:13:40.115781+00:00"
    },
    {
      "prompt": "BL.INK pricing and features 2026",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Here’s a clear 2026 snapshot of BL.INK pricing + features based on their current official plan structure (self-serve + enterprise).  💰 BL.INK Pricing (2026) 🧪 Trial (21 days)  Free for 21 days  ~1 domain  ~1,000 links per domain  ~1,000 clicks per link  1 user  Includes partial access to advanced fe",
      "error": null,
      "queried_at": "2026-07-02T04:14:05.157417+00:00"
    },
    {
      "prompt": "Dub.co open source redirect alternative",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "If you’re looking for a Dub.co-style open-source redirect / link shortener alternative (self-hostable), there are a few solid options depending on how “modern vs minimal” you want it.  Here are the best ones right now:  🥇 Best overall alternatives YOURLS  The most established open-source URL shorten",
      "error": null,
      "queried_at": "2026-07-02T04:14:26.901794+00:00"
    },
    {
      "prompt": "Is Bitly good for website migration redirects?",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Bitly is generally not a good tool for website migration redirects.  It works for basic link forwarding, but it’s not designed for SEO-safe site migrations or full domain restructuring.  Why Bitly isn’t suitable for migrations  Bitly is primarily a URL shortener, not a web server redirect system. Th",
      "error": null,
      "queried_at": "2026-07-02T04:14:45.079975+00:00"
    },
    {
      "prompt": "Rebrandly API features for developers",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Here’s a clear breakdown of Rebrandly API features for developers (based on their official developer documentation):  🧩 Core Rebrandly API capabilities  The Rebrandly API is a REST API for creating and managing branded short links at scale. It lets developers integrate link management directly into",
      "error": null,
      "queried_at": "2026-07-02T04:15:06.020164+00:00"
    },
    {
      "prompt": "How to redirect old website to new domain without losing SEO?",
      "category": "use_case",
      "category_label": "Use Case / Scenario",
      "has_redirhub": false,
      "text_snippet": "To redirect an old website to a new domain without losing SEO, you need to move everything in a very controlled way so search engines understand it’s a permanent move (not a broken site).  Here’s the proven approach used for domain migrations:  1. Use 301 redirects (this is the most important step)",
      "error": null,
      "queried_at": "2026-07-02T04:15:38.118297+00:00"
    },
    {
      "prompt": "Best way to manage redirects after platform migration?",
      "category": "use_case",
      "category_label": "Use Case / Scenario",
      "has_redirhub": false,
      "text_snippet": "Managing redirects after a platform migration is mostly about preserving URL equity, avoiding broken links, and keeping search engines fully informed of the new structure. The “best way” is a mix of planning, mapping, and monitoring—not just throwing up a bulk redirect rule.  Here’s a solid, battle-",
      "error": null,
      "queried_at": "2026-07-02T04:16:10.463196+00:00"
    },
    {
      "prompt": "How do e-commerce sites handle product URL redirects?",
      "category": "use_case",
      "category_label": "Use Case / Scenario",
      "has_redirhub": false,
      "text_snippet": "E-commerce sites handle product URL redirects as part of a broader “URL permanence + SEO preservation + catalog flexibility” system. The core idea is: product pages change, but links shouldn’t break—especially because products get renamed, moved, or discontinued.  Here’s how it’s typically done in p",
      "error": null,
      "queried_at": "2026-07-02T04:16:34.697248+00:00"
    },
    {
      "prompt": "What redirect tool is best for digital agencies managing clients?",
      "category": "use_case",
      "category_label": "Use Case / Scenario",
      "has_redirhub": false,
      "text_snippet": "“Best” depends on what kind of redirects you mean (domain-level 301/302 redirects vs. campaign link management), but for digital agencies managing multiple clients, there are a few clear winners depending on workflow.  Best all-round choice for agencies (managed + client-friendly)  EasyRedir This is",
      "error": null,
      "queried_at": "2026-07-02T04:16:59.732256+00:00"
    },
    {
      "prompt": "How to create branded short links with custom domain?",
      "category": "use_case",
      "category_label": "Use Case / Scenario",
      "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": "2026-07-02T04:17:23.128454+00:00"
    },
    {
      "prompt": "What do SaaS companies use for documentation URL redirects?",
      "category": "use_case",
      "category_label": "Use Case / Scenario",
      "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": "2026-07-02T04:17:56.885198+00:00"
    },
    {
      "prompt": "How to set up geo-based redirects for international sites?",
      "category": "use_case",
      "category_label": "Use Case / Scenario",
      "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": "2026-07-02T04:18:38.287321+00:00"
    },
    {
      "prompt": "Best redirect solution for multi-language websites?",
      "category": "use_case",
      "category_label": "Use Case / Scenario",
      "has_redirhub": false,
      "text_snippet": "",
      "error": "Query error: Page.goto: net::ERR_ABORTED at https://chatgpt.com/\nCall log:\n  - navigating to \"https://chatgpt.com/\", waiting until \"domcontentloaded\"\n",
      "queried_at": "2026-07-02T04:18:43.426146+00:00"
    },
    {
      "prompt": "How to handle vanity URL redirects for marketing campaigns?",
      "category": "use_case",
      "category_label": "Use Case / Scenario",
      "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": "2026-07-02T04:19:16.600291+00:00"
    },
    {
      "prompt": "What redirect tool works best for affiliate link management?",
      "category": "use_case",
      "category_label": "Use Case / Scenario",
      "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": "2026-07-02T04:19:58.008549+00:00"
    },
    {
      "prompt": "Best URL redirect service for teams",
      "category": "category",
      "category_label": "Category",
      "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": "2026-07-02T04:20:42.527924+00:00"
    },
    {
      "prompt": "Best redirect management platform for non-developers",
      "category": "category",
      "category_label": "Category",
      "has_redirhub": false,
      "text_snippet": "",
      "error": "Query error: Page.goto: net::ERR_ABORTED at https://chatgpt.com/\nCall log:\n  - navigating to \"https://chatgpt.com/\", waiting until \"domcontentloaded\"\n",
      "queried_at": "2026-07-02T04:20:47.476745+00:00"
    },
    {
      "prompt": "Alternatives to Bitly for enterprise redirects",
      "category": "category",
      "category_label": "Category",
      "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": "2026-07-02T04:21:22.214601+00:00"
    },
    {
      "prompt": "Best branded link platform for marketing teams",
      "category": "category",
      "category_label": "Category",
      "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": "2026-07-02T04:22:04.136420+00:00"
    },
    {
      "prompt": "MCP server for URL redirect automation",
      "category": "ai_mcp",
      "category_label": "AI Agent / MCP",
      "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": "2026-07-02T04:22:38.173071+00:00"
    },
    {
      "prompt": "AI agent to manage domain redirects",
      "category": "ai_mcp",
      "category_label": "AI Agent / MCP",
      "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": "2026-07-02T04:23:22.852993+00:00"
    },
    {
      "prompt": "How to use ChatGPT to update redirects",
      "category": "ai_mcp",
      "category_label": "AI Agent / MCP",
      "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": "2026-07-02T04:24:00.841773+00:00"
    },
    {
      "prompt": "Best AI-integrated redirect management platform",
      "category": "ai_mcp",
      "category_label": "AI Agent / MCP",
      "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": "2026-07-02T04:24:44.883671+00:00"
    }
  ],
  "summary": {
    "total": 57,
    "redirhub_mentioned": 9,
    "redirhub_pct": 15.8,
    "errors": 14,
    "per_category": {
      "AI Agent / MCP": {
        "total": 4,
        "mentioned": 0
      },
      "API / Automation": {
        "total": 13,
        "mentioned": 4
      },
      "Brand Comparison / Category Ranking": {
        "total": 16,
        "mentioned": 4
      },
      "Category": {
        "total": 4,
        "mentioned": 0
      },
      "Competitor-Specific Queries": {
        "total": 10,
        "mentioned": 1
      },
      "Use Case / Scenario": {
        "total": 10,
        "mentioned": 0
      }
    }
  },
  "run_date": "2026-07-02",
  "scan_status": "complete",
  "expected_total": 57,
  "completed_at": "2026-07-02T04:27:10.166282+00:00"
}