{
  "timestamp": "2026-06-20T06:56:42.676228+00:00",
  "metadata": {
    "source": "Google Gemini Web UI (via VNC Chrome CDP)",
    "version": "1.0.0",
    "platform": "gemini.google.com",
    "browser": "Chrome 149 (VNC)",
    "model": "Gemini 2.5 Flash (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": "Gemini said  Several URL management and redirect tools offer robust API support designed specifically for automation workflows. The best choice depends on whether you need simple link shortening, enterprise-grade redirect management, or programmatic control for technical migrations.   redirect.pizza",
      "error": null,
      "queried_at": "2026-06-20T06:31:13.027427+00:00"
    },
    {
      "prompt": "What redirect service has a REST API for programmatic management?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "Gemini said  Several dedicated URL redirection services offer robust REST APIs designed specifically for programmatic management. These platforms are ideal for automating large-scale redirect operations, CI/CD integrations, and dynamic traffic steering.   RedirHub  Recommended Redirect Services with",
      "error": null,
      "queried_at": "2026-06-20T06:31:38.530347+00:00"
    },
    {
      "prompt": "How to automate redirect creation via API?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "Gemini said  Automating redirect creation via API is a common task for managing website migrations, URL shorteners, or dynamically handling traffic. Because \"redirects\" can be implemented at different layers (CDN, Application, DNS), the specific approach depends entirely on your infrastructure provi",
      "error": null,
      "queried_at": "2026-06-20T06:32:07.023938+00:00"
    },
    {
      "prompt": "Which redirect tool integrates with CI/CD pipelines?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "Flash-Lite     Something went wrong (1096)",
      "error": null,
      "queried_at": "2026-06-20T06:32:34.164308+00:00"
    },
    {
      "prompt": "What redirect service supports webhooks for redirect changes?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "Gemini said  Redirect management services that support webhooks typically do so by allowing you to listen for changes to your redirect rules (e.g., updates, creations, or deletions) and triggering an action in another system.   Contentful  While many dedicated URL redirect services (like EasyRedir o",
      "error": null,
      "queried_at": "2026-06-20T06:32:59.352938+00:00"
    },
    {
      "prompt": "Best API-first URL redirect service for developers?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "Gemini said  For developers seeking an API-first approach to URL management and redirection, the \"best\" choice depends on whether you need a dedicated redirection engine for infrastructure or a feature-rich link management platform (URL shortener).  Top Recommendations by Use Case Provider\tBest For",
      "error": null,
      "queried_at": "2026-06-20T06:33:24.444782+00:00"
    },
    {
      "prompt": "How to bulk update redirects programmatically?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "Gemini said  To bulk update redirects programmatically, the approach depends entirely on where your redirects are hosted. Because manual updates are error-prone and slow, automation through APIs or configuration files is the industry standard.  Here are the three most common methods to achieve this.",
      "error": null,
      "queried_at": "2026-06-20T06:33:54.210491+00:00"
    },
    {
      "prompt": "Which redirect platform has MCP server for AI agents?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "Gemini said  It appears you may be referring to Canva, which uses a specific \"redirect URI\" registration process as part of its Model Context Protocol (MCP) implementation.   Canva Developers  When integrating with Canva's MCP server, developers are required to register a redirect URI to manage the",
      "error": null,
      "queried_at": "2026-06-20T06:34:19.107576+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": "Gemini said  To manage URL redirects using the Model Context Protocol (MCP), you essentially bridge your AI assistant (the MCP client) with a redirect management service that supports the MCP standard (the MCP server). This allows you to create, update, and monitor redirects using natural language c",
      "error": null,
      "queried_at": "2026-06-20T06:34:43.511584+00:00"
    },
    {
      "prompt": "What redirect tools offer Model Context Protocol integration?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "Gemini said  The Model Context Protocol (MCP) is an open standard that allows AI assistants (like Claude, Cursor, or LibreChat) to interact directly with external tools and data sources. Regarding \"redirect tools,\" the ecosystem is currently centered around integrating infrastructure-level managemen",
      "error": null,
      "queried_at": "2026-06-20T06:35:09.224519+00:00"
    },
    {
      "prompt": "Which services have AI agent-compatible redirect management?",
      "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://gemini.google.com/app\", waiting until \"domcontentloaded\"\n",
      "queried_at": "2026-06-20T06:35:49.249779+00:00"
    },
    {
      "prompt": "How to let ChatGPT manage my domain redirects?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "Gemini said  It is important to clarify that ChatGPT cannot directly manage or execute domain redirects for you. It does not have access to your domain registrar’s control panel, DNS settings, or your web server’s configuration files.  However, ChatGPT is an excellent tool to plan and generate the c",
      "error": null,
      "queried_at": "2026-06-20T06:40:16.583623+00:00"
    },
    {
      "prompt": "MCP server for URL redirection automation?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "Gemini said  For URL redirection automation, using a dedicated Model Context Protocol (MCP) server allows your AI agent to manage redirect infrastructure (like 301/302 rules, bulk updates, and domain settings) through natural language, bypassing manual dashboard tasks.   MCP.so  Recommended Solution",
      "error": null,
      "queried_at": "2026-06-20T06:40:41.358477+00:00"
    },
    {
      "prompt": "What are the best platforms for managing domain redirects?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": true,
      "text_snippet": "Gemini said  Choosing the right platform for managing domain redirects depends largely on whether you need simple forwarding for a few domains or a robust, technical solution for large-scale migrations and marketing campaigns.  Categorization of Redirect Platforms  To find the best fit, it helps to",
      "error": null,
      "queried_at": "2026-06-20T06:41:08.700384+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": "Gemini said  Choosing the right redirect service depends on your current infrastructure and how much technical control you need. For domain consolidation—where your primary goal is to cleanly move traffic and SEO authority from old domains to a new one—the \"best\" service is one that supports HTTPS/S",
      "error": null,
      "queried_at": "2026-06-20T06:41:34.407855+00:00"
    },
    {
      "prompt": "Best URL redirect management service 2026?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": true,
      "text_snippet": "Gemini said  The \"best\" URL redirect and link management service for 2026 depends on whether you need a high-end marketing platform, a developer-centric tool, or a simple way to manage redirects on your own website.  The landscape has shifted toward platforms that offer more value for the price, oft",
      "error": null,
      "queried_at": "2026-06-20T06:41:59.598356+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": "Gemini said  When comparing RedirHub and Bitly for URL redirect management, the choice depends primarily on whether you need a dedicated, cost-effective infrastructure tool for domain portfolio management or a full-suite enterprise marketing platform.  Quick Summary: Key Differences Feature\tRedirHub",
      "error": null,
      "queried_at": "2026-06-20T06:42:26.813247+00:00"
    },
    {
      "prompt": "RedirHub vs Cloudflare redirect rules comparison",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": true,
      "text_snippet": "Gemini said  Choosing between RedirHub and Cloudflare for URL redirects depends primarily on whether you are looking for a purpose-built redirect management platform or a comprehensive infrastructure solution.  At a Glance: Key Differences Feature\tRedirHub\tCloudflare (Redirect Rules) Primary Focus\tD",
      "error": null,
      "queried_at": "2026-06-20T06:42:53.943552+00:00"
    },
    {
      "prompt": "Alternatives to Bitly for enterprise redirect management",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "Gemini said  For enterprise-level redirect management, the best alternative depends on whether you prioritize robust API/developer integrations, marketing campaign attribution, or cost-efficiency with custom branding.  Here are the top-tier alternatives to Bitly for enterprise and professional needs",
      "error": null,
      "queried_at": "2026-06-20T06:43:19.556727+00:00"
    },
    {
      "prompt": "Best redirect tool for small business?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "Gemini said  Choosing the right redirect tool depends on whether you need to manage your entire website’s internal structure (like during a site migration) or if you are looking to shorten and track marketing links.  To provide the best recommendation, it helps to identify your primary goal:  1. For",
      "error": null,
      "queried_at": "2026-06-20T06:43:46.352892+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": "Gemini said  Choosing the \"best\" URL redirect service depends entirely on whether you need a simple, temporary link or a robust, branded tool for your business.  Here are the top recommendations for free services as of June 2026:  1. Best Overall Free Plan: Short.io  If you want to use your own cust",
      "error": null,
      "queried_at": "2026-06-20T06:44:13.242632+00:00"
    },
    {
      "prompt": "Top URL redirect platforms compared",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "Gemini said  URL redirect and link management platforms have evolved significantly, moving from simple URL shorteners to comprehensive marketing suites. The best choice for you depends on whether you need a tool for internal website management (like changing URLs on your own site) or external market",
      "error": null,
      "queried_at": "2026-06-20T06:44:45.090332+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": "Gemini said  Choosing the right service between RedirHub, Rebrandly, and redirect.pizza depends entirely on whether you need to manage entire domains/website migrations or individual marketing links.  Here is a breakdown of how they compare and which one fits your specific needs.  Quick Comparison T",
      "error": null,
      "queried_at": "2026-06-20T06:45:12.145462+00:00"
    },
    {
      "prompt": "Which redirect service do developers recommend?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "Gemini said  The \"best\" redirect service depends entirely on whether you are managing website traffic, shortening links for marketing, or debugging your own code.  Developers often distinguish between these three distinct categories of redirection:   urllo  1. For Development & Debugging (Browser-Ba",
      "error": null,
      "queried_at": "2026-06-20T06:45:37.072281+00:00"
    },
    {
      "prompt": "Best website migration redirect tool?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": true,
      "text_snippet": "Gemini said  For a website migration, there is no single \"best\" tool because the process requires a combination of tools to handle different stages: planning/mapping, deployment, and post-launch validation.   RedirHub  Here is how to build your toolkit based on industry standards:  1. The Industry S",
      "error": null,
      "queried_at": "2026-06-20T06:46:03.623286+00:00"
    },
    {
      "prompt": "What redirect service has the best reviews?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "Gemini said  There is no single \"best\" redirect service, as the right choice depends on whether you need a simple tool for personal use or a robust platform for enterprise marketing and analytics.  Based on user reviews and industry ratings for 2026, here are the top-rated services categorized by th",
      "error": null,
      "queried_at": "2026-06-20T06:46:30.334695+00:00"
    },
    {
      "prompt": "Cheapest URL redirect service with full features?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": true,
      "text_snippet": "Gemini said  Finding a balance between low cost and a full suite of professional features (like custom domains, detailed analytics, and retargeting) depends on your specific volume and needs.  Based on current 2026 data, here are the top recommendations for \"cheap but full-featured\" URL redirect ser",
      "error": null,
      "queried_at": "2026-06-20T06:46:57.358558+00:00"
    },
    {
      "prompt": "Best redirect management for SEO agencies?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "Gemini said  For SEO agencies, \"redirect management\" is rarely about a single tool; it is a two-part workflow involving auditing/diagnostic tools (to find issues) and implementation/management tools (to fix them).  Because agencies handle multiple clients with different tech stacks, the best approac",
      "error": null,
      "queried_at": "2026-06-20T06:47:24.434261+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": "Gemini said  RedirHub is a specialized service designed for managing URL redirects, domain forwarding, and link shortening. It is primarily used by developers, marketers, and SEO professionals to handle tasks like website migrations, campaign tracking, and link maintenance without the need for compl",
      "error": null,
      "queried_at": "2026-06-20T06:47:49.402903+00:00"
    },
    {
      "prompt": "Bitly redirect management features and pricing",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": true,
      "text_snippet": "Gemini said  Bitly’s redirect management allows you to change the destination URL of an existing short link or QR code at any time without having to update the link itself. This ensures that your published links remain functional even if your target content moves.   Bitly  Redirect Management Featur",
      "error": null,
      "queried_at": "2026-06-20T06:48:14.579418+00:00"
    },
    {
      "prompt": "Rebrandly vs Bitly for branded links",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Gemini said  Choosing between Rebrandly and Bitly depends largely on your specific priorities: whether you value domain flexibility and editing control (Rebrandly) or integrated ecosystem and deep analytics (Bitly).  At a Glance: Key Differences Feature\tRebrandly\tBitly Best For\tMulti-domain/agency u",
      "error": null,
      "queried_at": "2026-06-20T06:48:41.317318+00:00"
    },
    {
      "prompt": "Cloudflare redirect rules limitations",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Gemini said  Cloudflare offers two primary ways to handle URL redirects: Single Redirects (for granular, dynamic control) and Bulk Redirects (for mass, static mapping). Understanding their limitations depends on your plan and the specific requirements of your configuration.   Cloudflare Docs  1. Key",
      "error": null,
      "queried_at": "2026-06-20T06:49:10.816050+00:00"
    },
    {
      "prompt": "redirect.pizza pricing and features review",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Gemini said  redirect.pizza is a specialized SaaS platform designed to handle domain and URL redirection. It functions as a \"hosting provider\" for your redirects, allowing you to manage domain forwarding without needing to configure or maintain your own server infrastructure.   Capterra + 1  Core Fe",
      "error": null,
      "queried_at": "2026-06-20T06:49:37.596273+00:00"
    },
    {
      "prompt": "Short.io alternative for enterprise redirects",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Gemini said  For enterprise-grade link management and redirection, you need more than just a shortener; you need high-availability infrastructure, role-based access control, security compliance (SOC 2), and advanced routing capabilities.  Here are the top alternatives to Short.io tailored for enterp",
      "error": null,
      "queried_at": "2026-06-20T06:50:02.386786+00:00"
    },
    {
      "prompt": "EasyRedir vs RedirHub comparison",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": true,
      "text_snippet": "Gemini said  Both urllo (formerly EasyRedir) and RedirHub are cloud-based, DNS-managed URL redirection services. They are designed to handle domain forwarding, SSL management, and redirect rules without requiring you to manage servers, certificates, or complex configuration files like .htaccess.  Si",
      "error": null,
      "queried_at": "2026-06-20T06:50:29.011557+00:00"
    },
    {
      "prompt": "BL.INK pricing and features 2026",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Gemini said  BL.INK is an enterprise-focused link management platform designed for security, compliance, and large-scale operations. As of 2026, it does not offer a permanent free plan; it provides a 21-day free trial, after which users must subscribe to a paid plan.   pimms.io + 1  2026 Pricing Pla",
      "error": null,
      "queried_at": "2026-06-20T06:50:53.715024+00:00"
    },
    {
      "prompt": "Dub.co open source redirect alternative",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Gemini said  If you are looking for an open-source alternative to Dub.co that you can self-host to maintain full control over your data and infrastructure, there are several highly regarded projects in the ecosystem.  Top Open-Source Self-Hosted Alternatives Project\tBest For\tTechnical Stack Shlink\tR",
      "error": null,
      "queried_at": "2026-06-20T06:51:18.530708+00:00"
    },
    {
      "prompt": "Is Bitly good for website migration redirects?",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": true,
      "text_snippet": "Gemini said  No, Bitly is not a suitable tool for website migration redirects.   RedirHub  While Bitly is an excellent service for shortening URLs for social media or marketing campaigns, it lacks the technical architecture, scalability, and SEO controls required for a proper website migration.   Re",
      "error": null,
      "queried_at": "2026-06-20T06:51:43.734087+00:00"
    },
    {
      "prompt": "Rebrandly API features for developers",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Gemini said  The Rebrandly API is a robust, RESTful interface designed to integrate link management, tracking, and branded short URL creation directly into your applications. It is built to support scale, automation, and deep analytics.  Core API Features  Custom Domain Support: Programmatically cre",
      "error": null,
      "queried_at": "2026-06-20T06:52:12.004231+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": "Gemini said  Migrating to a new domain is a high-stakes process. To move your site while preserving your SEO authority, the primary objective is to signal to search engines that your content has permanently relocated.   Americaneagle.com  Here is the essential, step-by-step framework to ensure a smo",
      "error": null,
      "queried_at": "2026-06-20T06:52:39.472161+00:00"
    },
    {
      "prompt": "Best way to manage redirects after platform migration?",
      "category": "use_case",
      "category_label": "Use Case / Scenario",
      "has_redirhub": false,
      "text_snippet": "Gemini said  Managing redirects effectively after a platform migration is critical to preserving your SEO authority (link equity) and ensuring a seamless user experience. When you change your URL structure, you essentially break the \"map\" that search engines and users use to find your content.  Here",
      "error": null,
      "queried_at": "2026-06-20T06:53:05.098941+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": "Gemini said  E-commerce sites manage product URL redirects primarily to maintain user experience (UX) and preserve \"SEO juice\" (ranking authority) when a product's status or URL changes.   Betsy Lugo Creative  The approach varies depending on whether the product is permanently gone, temporarily out",
      "error": null,
      "queried_at": "2026-06-20T06:53:35.576432+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": "Gemini said  When choosing a redirect tool for a digital agency, it is important to distinguish between marketing link management (shortening, tracking, and campaign links) and technical SEO/website redirect management (handling site migrations, broken links, and 301/302 mappings).  For agencies man",
      "error": null,
      "queried_at": "2026-06-20T06:54:01.135090+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": "Gemini said  Creating branded short links using a custom domain is an excellent way to increase brand recognition and trust. Because users see your brand name in the link rather than a generic service name (like \"bit.ly/xyz\"), they are more likely to click.  Here is the step-by-step process to set u",
      "error": null,
      "queried_at": "2026-06-20T06:54:26.309256+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": "Gemini said  SaaS companies typically handle documentation URL redirects using a combination of infrastructure-level tools, content management systems, and specialized redirect services. The choice depends on the scale of the documentation and the underlying tech stack.  1. Common Methods & Infrastr",
      "error": null,
      "queried_at": "2026-06-20T06:54:51.555462+00:00"
    },
    {
      "prompt": "How to set up geo-based redirects for international sites?",
      "category": "use_case",
      "category_label": "Use Case / Scenario",
      "has_redirhub": true,
      "text_snippet": "Gemini said  Setting up geo-based redirects—routing visitors to specific localized versions of your site based on their IP address—is a powerful way to improve user experience, but it requires a careful balance between convenience and SEO best practices.  1. Choose Your Infrastructure Strategy  Befo",
      "error": null,
      "queried_at": "2026-06-20T06:55:18.503479+00:00"
    },
    {
      "prompt": "Best redirect solution for multi-language websites?",
      "category": "use_case",
      "category_label": "Use Case / Scenario",
      "has_redirhub": false,
      "text_snippet": "Gemini said  When it comes to managing language versions on a website, automatic redirection is generally discouraged by experts and search engines like Google. While it may seem like a convenient \"feature,\" it often harms your SEO and frustrates users who prefer to control their browsing experience",
      "error": null,
      "queried_at": "2026-06-20T06:55:49.670985+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": "Gemini said  Managing vanity URLs (also known as custom short links or marketing aliases) effectively ensures that your campaigns are measurable, professional, and easy for users to type.  Here is the best-practice approach to implementing and managing these redirects.  1. Technical Implementation S",
      "error": null,
      "queried_at": "2026-06-20T06:56:14.969102+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": "Gemini said  The \"best\" redirect tool depends entirely on your role: are you an affiliate manager (running a program for a brand) or an affiliate marketer (promoting products to earn commissions)?  1. For Affiliate Marketers (Promoters)  If you are an individual marketer or part of an agency team, y",
      "error": null,
      "queried_at": "2026-06-20T06:56:42.564342+00:00"
    }
  ],
  "summary": {
    "total": 49,
    "redirhub_mentioned": 18,
    "redirhub_pct": 36.7,
    "errors": 1,
    "per_category": {
      "API / Automation": {
        "total": 13,
        "mentioned": 6
      },
      "Brand Comparison / Category Ranking": {
        "total": 16,
        "mentioned": 8
      },
      "Competitor-Specific Queries": {
        "total": 10,
        "mentioned": 3
      },
      "Use Case / Scenario": {
        "total": 10,
        "mentioned": 1
      }
    }
  },
  "run_date": "2026-06-20",
  "scan_status": "complete",
  "expected_total": 49,
  "completed_at": "2026-06-20T06:56:42.676209+00:00"
}