{
  "timestamp": "2026-07-07T04:33:56.485097+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 tool that can be integrated into automated workflows (CI/CD, deployment pipelines, scripts, or custom applications), several options support APIs:  Tool\tAPI for automation\tGood for urllo \t✅ Full REST API\tEnterprise redirect management, bulk updates, CI/CD workflo",
      "error": null,
      "queried_at": "2026-07-07T04:01:05.788954+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 service that you can manage entirely via a REST API, there are several good options:  Service\tREST API\tFeatures redirect.pizza \t✅ Full CRUD\tCreate, update, delete redirects, domains, email forwards, SDK, Terraform EasyRedir \t✅ Full REST API\tRedirect rules, analytics, AP",
      "error": null,
      "queried_at": "2026-07-07T04:01:26.551187+00:00"
    },
    {
      "prompt": "How to automate redirect creation via API?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "It depends on which platform you're trying to create redirects on. Many website platforms expose an API for redirects, while others require configuration files or admin interfaces.  Here are some common approaches:  Cloudflare: Use the Cloudflare API to create Bulk Redirects or Redirect Rules.  Netl",
      "error": null,
      "queried_at": "2026-07-07T04:01:47.032019+00:00"
    },
    {
      "prompt": "Which redirect tool integrates with CI/CD pipelines?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "If you're asking which redirect management tool integrates with CI/CD pipelines, several do, but the most explicit examples are:  Redirect Manager – It is API-first and specifically states that you can automate redirect creation from your CI/CD pipeline using its REST API.  Redirect Manager  Redirec",
      "error": null,
      "queried_at": "2026-07-07T04:02:05.265187+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 specifically want a redirect management service that emits webhooks whenever a redirect is created, updated, or deleted, there are surprisingly few options. Most redirect platforms expose APIs but don't notify external systems of changes.  The strongest options are:  Service\tWebhooks for redi",
      "error": null,
      "queried_at": "2026-07-07T04:02:24.022988+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 a developer-first, API-centric redirect service (rather than a marketing link shortener), these are the strongest options:  Service\tBest for\tAPI\tIaC\tEdge Network RedirHub \tEnterprise migrations & infrastructure\t✅ REST\t✅ Terraform\t✅ UrlEdge \tModern edge redirects\t✅ REST\t✅ Terraf",
      "error": null,
      "queried_at": "2026-07-07T04:02:45.393903+00:00"
    },
    {
      "prompt": "How to bulk update redirects programmatically?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "The answer depends on what kind of redirects you're referring to. Common cases include:  WordPress (e.g. Redirection plugin, Rank Math, Yoast)  Apache (.htaccess)  Nginx  Cloudflare  Netlify  Vercel  AWS (S3/CloudFront)  A CMS like Shopify, Drupal, or Contentful  A database table storing redirects",
      "error": null,
      "queried_at": "2026-07-07T04:03:03.335858+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 redirect/link management platforms that expose an MCP (Model Context Protocol) server for AI agents, these are the main options available today:  Platform\tMCP Server\tAI Agent Features\tBest For RedirHub\t✅ Native MCP\tFull redirect management, analytics, domains, bulk",
      "error": null,
      "queried_at": "2026-07-07T04:03:21.560984+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": "You can use MCP (Model Context Protocol) to let an AI assistant safely manage URL redirects by exposing your redirect system (database, CMS, web server, or edge platform) as a set of tools the AI can call.  The basic architecture looks like this:  User    │    ▼ AI Assistant    │    │ MCP    ▼ MCP S",
      "error": null,
      "queried_at": "2026-07-07T04:03:49.092670+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 (for 301/302 redirects, short links, domain routing, etc.), MCP support is still relatively uncommon.  At the moment, the main redirect-focused platform offering native Model Context Protocol (MCP) integration is:  Redirect tool\tMCP support\tNotes RedirHu",
      "error": null,
      "queried_at": "2026-07-07T04:04:07.453777+00:00"
    },
    {
      "prompt": "Which services have AI agent-compatible redirect management?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "If by AI agent-compatible redirect management you mean redirect platforms that expose APIs, automation hooks, structured data, or agent-friendly workflows (so an AI agent can create, inspect, validate, and update redirects), these are some strong options:  Service\tAI-agent compatibility\tBest for Clo",
      "error": null,
      "queried_at": "2026-07-07T04:04:27.827223+00:00"
    },
    {
      "prompt": "How to let ChatGPT manage my domain redirects?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "If you mean letting ChatGPT automatically handle your website’s domain redirects (301/302 redirects), there are a few ways to do it depending on what level of access you want to give.  Option 1: Use ChatGPT as a guide (safest)  ChatGPT can help you:  plan redirect rules  generate .htaccess, Nginx, A",
      "error": null,
      "queried_at": "2026-07-07T04:04:45.491407+00:00"
    },
    {
      "prompt": "MCP server for URL redirection automation?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "If you mean an MCP (Model Context Protocol) server that automates URL redirects (creating, updating, checking, or managing redirects through an AI agent), there are a few ways to approach it:  Option 1: Build a custom URL redirect MCP server  An MCP server can expose tools such as:  create_redirect(",
      "error": null,
      "queried_at": "2026-07-07T04:05:02.963923+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": "The best platform for managing domain redirects depends on whether you need simple URL forwarding, enterprise-scale redirect management, SEO control, analytics, or developer workflows. Here are the strongest options by use case:  Platform\tBest for\tStrengths\tLimitations Cloudflare\tMost users / busine",
      "error": null,
      "queried_at": "2026-07-07T04:05:24.176547+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": "If you mean consolidating multiple domains so they all point to one main website, the best redirect service depends on how much control you want:  Best overall: use your domain registrar or DNS provider  For most people, the simplest and most reliable approach is:  Keep the domains registered where",
      "error": null,
      "queried_at": "2026-07-07T04:05:43.826079+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 mean URL redirect management (not just shortening links), the “best” service in 2026 depends on whether you need SEO redirects, marketing links, or developer-level routing.  4 Best URL redirect management services (2026) Service\tBest for\tWhy choose it\tMain downside Cloudflare Redirect Rules\tW",
      "error": null,
      "queried_at": "2026-07-07T04:06:01.946562+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": "RedirHub and Bitly overlap, but they are built around different jobs:  RedirHub = redirect infrastructure and URL routing management  Bitly = branded short links, QR codes, and marketing link analytics  RedirHub +1  Quick comparison Area\tRedirHub\tBitly Primary purpose\tManaging redirects at scale\tCre",
      "error": null,
      "queried_at": "2026-07-07T04:06:24.015418+00:00"
    },
    {
      "prompt": "RedirHub vs Cloudflare redirect rules comparison",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": true,
      "text_snippet": "RedirHub and Cloudflare Redirect Rules solve a similar problem—sending visitors from one URL to another—but they are built for different audiences. Cloudflare treats redirects as an edge-infrastructure feature; RedirHub is focused specifically on redirect management.  RedirHub +1  Quick comparison F",
      "error": null,
      "queried_at": "2026-07-07T04:06:44.228167+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 mean enterprise-grade redirect management (not just URL shortening), the right alternatives to Bitly depend on whether you need marketing analytics, governance, high-volume redirects, developer APIs, or self-hosting. Here are the strongest options:  Rebrandly — Best overall Bitly replacement",
      "error": null,
      "queried_at": "2026-07-07T04:07:09.233007+00:00"
    },
    {
      "prompt": "Best redirect tool for small business?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "If you mean URL redirect/link management for a small business (short links, tracking, sending old URLs to new pages), these are the strongest options:  Spotsaas +1  Tool\tBest for\tWhy choose it Rebrandly \tMost small businesses\tBranded links using your own domain (e.g., go.yourbusiness.com/sale), anal",
      "error": null,
      "queried_at": "2026-07-07T04:07:31.629724+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": "If you mean a free URL redirect/shortener service (turn a long URL into a short redirect link), the “best” depends on what you need:  Best for\tService\tWhy Simple, no-account redirects\tTinyURL\tFast, easy, and long-running; good for one-off links.  Elido  Best overall for most people\tBitly\tPolished in",
      "error": null,
      "queried_at": "2026-07-07T04:07:52.287701+00:00"
    },
    {
      "prompt": "Top URL redirect platforms compared",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "If you mean URL redirect platforms (link shorteners, branded redirects, campaign tracking, and routing tools), the “best” option depends on whether you care most about branding, analytics, scale, or control. The main players commonly compared are Bitly , Rebrandly , Short.io , Dub , and TinyURL .  L",
      "error": null,
      "queried_at": "2026-07-07T04:09:26.252783+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": "Short answer: it depends on whether you need marketing short links or serious redirect infrastructure.  Best overall for domain redirects, migrations, and technical control: RedirHub  Best for marketers creating branded short links: Rebrandly  Best simple redirect hosting / domain forwarding: redire",
      "error": null,
      "queried_at": "2026-07-07T04:09:45.390762+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 (URL shorteners, domain forwarding, API-driven redirects, or SEO migrations). Among developers, the usual recommendations are:  Use case\tCommon choice\tWhy Redirect your own domain / production URLs\tCloudflare\tFast at the edge, reliable, supports 301",
      "error": null,
      "queried_at": "2026-07-07T04:10:03.231128+00:00"
    },
    {
      "prompt": "Best website migration redirect tool?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "For a website migration, the “best” redirect tool depends on the size of the migration and whether SEO preservation matters. My usual picks:  Use case\tBest tool\tWhy Large SEO migration (thousands+ URLs)\tScreaming Frog SEO Spider\tBest for crawling old/new sites, finding URL changes, redirect chains,",
      "error": null,
      "queried_at": "2026-07-07T04:10:21.092635+00:00"
    },
    {
      "prompt": "What redirect service has the best reviews?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "If you mean a URL redirect service / link shortener (a service that sends one URL to another), the “best reviewed” depends on whether you care most about branding, analytics, reliability, or price. The current top choices are:  Spotsaas +1  Service\tBest for\tReview reputation Rebrandly\tBranded redire",
      "error": null,
      "queried_at": "2026-07-07T04:10:39.561704+00:00"
    },
    {
      "prompt": "Cheapest URL redirect service with full features?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "If you mean a URL redirect service (custom domains + analytics + API + rules + tracking) with the lowest cost, these are the strongest value options:  Service\tCheapest useful tier\tBest for\tKey features Short.io \tFree\tBest overall value\tCustom domains, analytics, API, QR codes, branded links, targeti",
      "error": null,
      "queried_at": "2026-07-07T04:11:07.636502+00:00"
    },
    {
      "prompt": "Best redirect management for SEO agencies?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "For an SEO agency, the “best” redirect management setup depends on whether you’re managing a few client sites or hundreds of migrations. The key requirements are: bulk imports, redirect mapping, crawl/error monitoring, version history, regex support, performance, and collaboration.  Here are the str",
      "error": null,
      "queried_at": "2026-07-07T04:11:25.466898+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 appears to have generally positive user feedback, but the public review footprint is still fairly small, so I’d treat the ratings as encouraging rather than definitive.  Trustpilot +1  What users like  1. Easy setup and usability  Many reviewers praise the dashboard as simple and easy to co",
      "error": null,
      "queried_at": "2026-07-07T04:11:42.991325+00:00"
    },
    {
      "prompt": "Bitly redirect management features and pricing",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Bitly Pricing  provides redirect management as part of its paid link-management plans. A redirect in Bitly means changing the destination URL of an existing Bitly Link or QR Code without changing the short URL itself. Redirecting a link also updates associated QR Codes or Bitly Pages that use that l",
      "error": null,
      "queried_at": "2026-07-07T04:12:01.184255+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 strong choices for branded short links, but they optimize for slightly different use cases.  Rebrandly +1  \tRebrandly\tBitly Best for\tBrand-first link management, agencies, creators, multi-brand teams\tMarketing teams wanting links + QR codes + analytics in one ecosystem",
      "error": null,
      "queried_at": "2026-07-07T04:13:57.487879+00:00"
    },
    {
      "prompt": "Cloudflare redirect rules limitations",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Cloudflare Redirect Rules are powerful for URL forwarding, but they have several important limitations depending on your plan and use case.  1. Rule count limits  The number of Redirect Rules you can create depends on your Cloudflare plan.  Typical limits:  Free plan: limited number of Redirect Rule",
      "error": null,
      "queried_at": "2026-07-07T04:14:19.432032+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 managed URL/domain redirect service aimed at people who need reliable HTTPS redirects without running their own servers, Nginx rules, or hosting infrastructure. It is especially useful for domain migrations, marketing campaigns, short links, and managing many old domains.  Redire",
      "error": null,
      "queried_at": "2026-07-07T04:14:39.248616+00:00"
    },
    {
      "prompt": "Short.io alternative for enterprise redirects",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "",
      "error": "No assistant message found",
      "queried_at": "2026-07-07T04:15:10.482976+00:00"
    },
    {
      "prompt": "EasyRedir vs RedirHub comparison",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": true,
      "text_snippet": "6 EasyRedir vs RedirHub (2026 comparison)  Both EasyRedir (now branded as Urllo) and RedirHub solve the same core problem: managing redirects without maintaining server rules manually. The better choice depends on whether you need enterprise redirect operations or a broader link-routing platform.  R",
      "error": null,
      "queried_at": "2026-07-07T04:15:33.400620+00:00"
    },
    {
      "prompt": "BL.INK pricing and features 2026",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "BL.INK pricing in 2026 is structured around link management, branded URLs, QR codes, analytics, integrations, and enterprise governance. Current publicly listed self-service plans range from $48/month to $599/month, with custom enterprise pricing available.  BL.INK +1  BL.INK pricing (2026) Plan\tPri",
      "error": null,
      "queried_at": "2026-07-07T04:16:07.304936+00:00"
    },
    {
      "prompt": "Dub.co open source redirect alternative",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "",
      "error": "No assistant message found",
      "queried_at": "2026-07-07T04:18:20.358299+00:00"
    },
    {
      "prompt": "Is Bitly good for website migration redirects?",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "",
      "error": "No assistant message found",
      "queried_at": "2026-07-07T04:19:03.465299+00:00"
    },
    {
      "prompt": "Rebrandly API features for developers",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "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": "2026-07-07T04:19:28.179174+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": "",
      "error": "Query error: Page.goto: Timeout 30000ms exceeded.\nCall log:\n  - navigating to \"https://chatgpt.com/\", waiting until \"domcontentloaded\"\n",
      "queried_at": "2026-07-07T04:20:11.430291+00:00"
    },
    {
      "prompt": "Best way to manage redirects after platform migration?",
      "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": "2026-07-07T04:21:13.141390+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": "",
      "error": "Query error: Page.goto: Timeout 30000ms exceeded.\nCall log:\n  - navigating to \"https://chatgpt.com/\", waiting until \"domcontentloaded\"\n",
      "queried_at": "2026-07-07T04:21:46.201634+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": "For a digital agency managing multiple clients, the best redirect tool is usually one that supports:  Client-owned custom domains (e.g., go.clientbrand.com)  Multiple workspaces/accounts  Team permissions  White-label reporting  UTM management  Link history and audit trails  API/automation options",
      "error": null,
      "queried_at": "2026-07-07T04:22:07.870855+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": "Creating branded short links with a custom domain means replacing generic short URLs (like bit.ly/abc123) with links using your own brand domain (like go.yourbrand.com/sale).  Example:  Generic: https://bit.ly/3XyZabc  Branded: https://go.yourbrand.com/summer  Here is the typical setup process:  1.",
      "error": null,
      "queried_at": "2026-07-07T04:22:26.118337+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": "2026-07-07T04:23:09.965721+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": "2026-07-07T04:24:06.302757+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: Timeout 30000ms exceeded.\nCall log:\n  - navigating to \"https://chatgpt.com/\", waiting until \"domcontentloaded\"\n",
      "queried_at": "2026-07-07T04:25:16.163833+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: net::ERR_ABORTED at https://chatgpt.com/\nCall log:\n  - navigating to \"https://chatgpt.com/\", waiting until \"domcontentloaded\"\n",
      "queried_at": "2026-07-07T04:26:04.346758+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: Navigation to \"https://chatgpt.com/\" is interrupted by another navigation to \"https://chatgpt.com/\"\nCall log:\n  - navigating to \"https://chatgpt.com/\", waiting until \"domcontentloaded\"\n",
      "queried_at": "2026-07-07T04:26:09.791984+00:00"
    },
    {
      "prompt": "Best URL redirect service for teams",
      "category": "category",
      "category_label": "Category",
      "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    - locator resolved to visible <div translate=\"no\" ",
      "queried_at": "2026-07-07T04:26:36.008513+00:00"
    },
    {
      "prompt": "Best redirect management platform for non-developers",
      "category": "category",
      "category_label": "Category",
      "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": "2026-07-07T04:27:03.970226+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": "2026-07-07T04:27:42.917201+00:00"
    },
    {
      "prompt": "Best branded link platform for marketing teams",
      "category": "category",
      "category_label": "Category",
      "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_2o_\" aria-label=\"Send prompt\" aria-d",
      "queried_at": "2026-07-07T04:30:15.887947+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: Locator.wait_for: Timeout 15000ms exceeded.\nCall log:\n  - waiting for locator(\"#prompt-textarea, [contenteditable=\\\"true\\\"]\").first to be visible\n",
      "queried_at": "2026-07-07T04:30:46.670159+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": "2026-07-07T04:31:23.807678+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": "2026-07-07T04:32:06.506423+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": "2026-07-07T04:33:05.379130+00:00"
    }
  ],
  "summary": {
    "total": 57,
    "redirhub_mentioned": 9,
    "redirhub_pct": 15.8,
    "errors": 20,
    "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": "2026-07-07",
  "scan_status": "complete",
  "expected_total": 57,
  "completed_at": "2026-07-07T04:33:56.484714+00:00"
}