{
  "timestamp": "2026-06-17T06:20:14.877640+00:00",
  "metadata": {
    "source": "ChatGPT Web UI (via VNC Chrome CDP)",
    "version": "1.0.0",
    "platform": "chatgpt.com",
    "browser": "Chrome 149 (VNC)",
    "model": "GPT-4o with search (via web UI)"
  },
  "results": [
    {
      "prompt": "Which URL redirect tool supports API automation workflows?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "If by “URL redirect tool” you mean a service that can be integrated into automated workflows (CI/CD, scripts, webhooks, Zapier, n8n, custom apps), the key feature to look for is a REST API.  Some strong options include:  Tool\tAPI Automation Support\tGood For urllo \tFull REST API, CI/CD integration, b",
      "error": null,
      "queried_at": "2026-06-17T06:01:26.372339+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": "If you need a hosted URL redirect platform that you can manage entirely from code, a few options stand out:  Service\tREST API\tNotes redirect.pizza \tYes\tCreate, update, list, and delete redirects via a RESTful JSON API. Also offers SDKs and a Terraform provider.  Redirect Pizza  urllo \tYes\tEnterprise",
      "error": null,
      "queried_at": "2026-06-17T06:01:45.657947+00:00"
    },
    {
      "prompt": "How to automate redirect creation via API?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "If by “redirect creation via API” you mean automatically creating URL redirects in a website or application, the exact method depends on the platform (Cloudflare, Netlify, Vercel, WordPress, Shopify, your own app, etc.).  A typical workflow looks like this:  Detect or receive the old URL and new URL",
      "error": null,
      "queried_at": "2026-06-17T06:02:02.695012+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 about a URL redirect management tool that explicitly supports CI/CD integration, urllo is one example. It provides a REST API that allows redirects to be provisioned and updated programmatically, and its documentation specifically states that it can be plugged into CI/CD workflows f",
      "error": null,
      "queried_at": "2026-06-17T06:02:20.059536+00:00"
    },
    {
      "prompt": "What redirect service supports webhooks for redirect changes?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "If by “redirect service” you mean a URL redirect management platform (301/302 redirects, vanity URLs, domain forwarding, etc.), support for webhooks when redirects are created, updated, or deleted is surprisingly uncommon.  A few options that appear to support it:  RedirectFlow  — explicitly documen",
      "error": null,
      "queried_at": "2026-06-17T06:02:37.401080+00:00"
    },
    {
      "prompt": "Best API-first URL redirect service for developers?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "If you're a developer and care about API quality first, dashboard second, I'd split the options into three tiers:  1. Best overall: Dub  Why developers like it:  API-first design  Modern REST API with SDKs  Custom domains  Link analytics  Webhooks  Open-source option if you outgrow SaaS  Built by de",
      "error": null,
      "queried_at": "2026-06-17T06:03:00.682416+00:00"
    },
    {
      "prompt": "How to bulk update redirects programmatically?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "Can you tell me what kind of redirects you're trying to update?  For example:  Website redirects (Apache, Nginx, Cloudflare, Vercel, Netlify, etc.)  CMS redirects (e.g., WordPress, Drupal, Shopify)  Application routes (Node.js, Django, Rails, Laravel, etc.)  URL redirects stored in a database  Searc",
      "error": null,
      "queried_at": "2026-06-17T06:03:18.400439+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 looking for a redirect/link-shortening platform with a native MCP (Model Context Protocol) server that AI agents can use directly, here are the strongest options currently available:  Platform\tRedirect Management\tAnalytics\tNative MCP Server\tAI-Agent Focus RedirHub \tFull redirects (301/302/",
      "error": null,
      "queried_at": "2026-06-17T06:03:38.020788+00:00"
    },
    {
      "prompt": "How to use MCP to manage URL redirects with AI?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "Using MCP (Model Context Protocol), you can let an AI assistant create, update, audit, and monitor URL redirects through a redirect management system instead of manually editing web server configs or dashboards.  How it works  MCP is a standard that allows AI models to interact with external tools t",
      "error": null,
      "queried_at": "2026-06-17T06:04:02.150099+00:00"
    },
    {
      "prompt": "What redirect tools offer Model Context Protocol integration?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "If by “redirect tools” you mean URL redirection, link management, or redirect-analysis platforms, only a handful currently advertise native Model Context Protocol (MCP) integration.  Tools with MCP support Tool\tMCP capability\tUse case RedirHub \tNative MCP server for creating, updating, deleting, imp",
      "error": null,
      "queried_at": "2026-06-17T06:04:21.726255+00:00"
    },
    {
      "prompt": "Which services have AI agent-compatible redirect management?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "If by “AI agent-compatible redirect management” you mean services that an AI agent (Claude, Codex, Cursor, OpenAI Agents SDK, etc.) can directly operate through MCP, APIs, or agent-native tooling, there are only a few that explicitly market this capability today.  Purpose-built for AI-managed redire",
      "error": null,
      "queried_at": "2026-06-17T06:04:48.950126+00:00"
    },
    {
      "prompt": "How to let ChatGPT manage my domain redirects?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "If by \"manage my domain redirects\" you mean having ChatGPT automatically create and maintain redirects (e.g., oldsite.com → newsite.com, path redirects, marketing URLs, etc.), ChatGPT cannot directly control your domain or DNS by itself.  What ChatGPT can do is help you automate the process in a few",
      "error": null,
      "queried_at": "2026-06-17T06:05:09.011253+00:00"
    },
    {
      "prompt": "MCP server for URL redirection automation?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "If by “URL redirection automation” you mean an MCP server that lets an AI agent create, update, and monitor HTTP redirects (301/302/307/308), there are a few options:  Purpose-built redirect management MCPs  RedirHub MCP Server  Create, update, delete, and list redirects.  Supports redirect analytic",
      "error": null,
      "queried_at": "2026-06-17T06:05:28.438077+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 depends on how many domains you manage, whether you need wildcard/path redirects, and whether you want DNS + redirects in one place.  For most businesses: Cloudflare  Why it's popular  DNS, CDN, SSL, and redirects in one platform  Supports domain-level and path-based redirects  Ver",
      "error": null,
      "queried_at": "2026-06-17T06:05:50.612879+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 your goal is simply “all my domains should permanently redirect to one canonical domain”, I would usually choose based on how much infrastructure you want to manage:  Easiest: Cloudflare Redirect Rules  Best for most people.  Pros  Very fast and reliable  Handles apex domains (example.com) and su",
      "error": null,
      "queried_at": "2026-06-17T06:06:16.216825+00:00"
    },
    {
      "prompt": "Best URL redirect management service 2026?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": true,
      "text_snippet": "If you're asking about URL redirect management (301/302 redirects, domain migrations, rebrands, redirect governance, analytics, APIs, and large-scale SEO-safe redirects), the leaders in 2026 fall into a few different categories.  Use case\tBest choice\tWhy Most companies\tCloudflare Redirect Rules \tFas",
      "error": null,
      "queried_at": "2026-06-17T06:06:38.836862+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": "For URL redirect management, the choice depends on whether you need a marketing link shortener or a full redirect infrastructure platform.  Category\tBitly \tRedirHub  Core focus\tShort links, branded links, QR codes, campaign tracking\tURL redirects, domain forwarding, website migrations, traffic routi",
      "error": null,
      "queried_at": "2026-06-17T06:07:00.121306+00:00"
    },
    {
      "prompt": "RedirHub vs Cloudflare redirect rules comparison",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": true,
      "text_snippet": "If you're deciding between RedirHub and Cloudflare Redirect Rules, the biggest distinction is that Cloudflare treats redirects as an infrastructure feature, while RedirHub is built specifically as a redirect management platform.  RedirHub +1  Quick comparison Area\tRedirHub\tCloudflare Redirect Rules",
      "error": null,
      "queried_at": "2026-06-17T06:07:21.859785+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 your goal is enterprise redirect management (not just URL shortening), I'd separate the market into three categories:  1. Enterprise Redirect & URL Governance Platforms  These are closest to \"Bitly for large organizations\" but with stronger redirect management, SEO migration support, and governan",
      "error": null,
      "queried_at": "2026-06-17T06:07:46.758396+00:00"
    },
    {
      "prompt": "Best redirect tool for small business?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": true,
      "text_snippet": "For most small businesses, the best choice depends on what you're redirecting:  If you just need domain forwarding (old domain → new domain)  Use your registrar's built-in forwarding (often free).  If you use Cloudflare, its redirect rules are excellent and inexpensive. Community recommendations fre",
      "error": null,
      "queried_at": "2026-06-17T06:08:06.503409+00:00"
    },
    {
      "prompt": "What is the best free URL redirect service?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": true,
      "text_snippet": "It depends on what you mean by \"URL redirect service\":  For redirecting your own domain (example.com → another site)  The strongest free options are:  Cloudflare  Free plan  Supports 301/302 redirects via Redirect Rules  Excellent reliability and performance  HTTPS support  Best choice if you're com",
      "error": null,
      "queried_at": "2026-06-17T06:08:30.824254+00:00"
    },
    {
      "prompt": "Top URL redirect platforms compared",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "If by \"URL redirect platforms\" you mean services for shortening links, branded redirects, traffic routing, and analytics, here's a practical comparison of the leading options in 2026.  Platform\tBest For\tCustom Domains\tAnalytics\tAPI\tSmart Redirects*\tOpen Source Bitly \tLarge enterprises\t✓\tStrong\t✓\tLim",
      "error": null,
      "queried_at": "2026-06-17T06:08:53.439198+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": "If you're choosing specifically between RedirHub, Rebrandly, and redirect.pizza, the answer depends on what you're optimizing for.  Feature\tRedirHub\tRebrandly\tredirect.pizza Best for\tSEO redirects, migrations, domain management\tBranded short links & marketing campaigns\tSimple redirect hosting Short",
      "error": null,
      "queried_at": "2026-06-17T06:09:16.963523+00:00"
    },
    {
      "prompt": "Which redirect service do developers recommend?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "It depends on what you mean by \"redirect service.\"  For simple domain redirects  Developers often recommend:  Cloudflare Redirects  — frequently recommended because it's fast, reliable, supports HTTPS automatically, and many developers already use Cloudflare for DNS. Community discussions often poin",
      "error": null,
      "queried_at": "2026-06-17T06:09:36.676692+00:00"
    },
    {
      "prompt": "Best website migration redirect tool?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "If you're doing a serious SEO-sensitive website migration, my ranking would be:  1. URLMatcher  Best overall for large migrations.  Why:  Purpose-built for SEO migrations  Automatic URL matching (exact, pattern, fuzzy)  Confidence scoring  Post-launch migration validation  404 recovery workflows  Ha",
      "error": null,
      "queried_at": "2026-06-17T06:09:55.841732+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 by “redirect service” you mean a URL shortener / link redirect platform (for branded links, tracking, and redirects), the services that consistently get the strongest reviews are:  Service\tBest for\tReview reputation Rebrandly\tBranded links and marketing\tFrequently rated the best all-around option",
      "error": null,
      "queried_at": "2026-06-17T06:10:15.381466+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 by “full features” you mean:  HTTPS support  301/302 redirects  Path forwarding (/old/page → /new/page)  Wildcards  Analytics  Custom domains  No server management  then the cheapest serious options are:  Service\tCost\tHTTPS\tPath Forwarding\tAnalytics\tWildcards\tAPI Cloudflare Redirect Rules \tFree\tY",
      "error": null,
      "queried_at": "2026-06-17T06:10:36.895344+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 solution depends on whether you're solving:  Enterprise redirect governance (managing redirects across many client sites)  Migration redirect mapping (building redirect maps during redesigns/replatforming)  Ongoing 404 recovery and SEO monitoring  De",
      "error": null,
      "queried_at": "2026-06-17T06:11:02.765364+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": "There isn't a huge amount of independent discussion about RedirHub yet, so the available sentiment is based mostly on user reviews, a few Reddit mentions, and the company's own published materials.  Overall sentiment: generally positive, but limited sample size  On Trustpilot, RedirHub has a 4.4/5 r",
      "error": null,
      "queried_at": "2026-06-17T06:11:47.323866+00:00"
    },
    {
      "prompt": "Bitly redirect management features and pricing",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Bitly Redirect Management Features  Bitly allows you to change the destination URL of an existing shortened link without changing the short URL itself. This is called a redirect. When you redirect a link:  The short link remains the same.  Future clicks go to the new destination URL.  Associated QR",
      "error": null,
      "queried_at": "2026-06-17T06:12:10.451336+00:00"
    },
    {
      "prompt": "Rebrandly vs Bitly for branded links",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "If your primary goal is branded links, I would generally lean toward Rebrandly  over Bitly .  Quick comparison Area\tRebrandly\tBitly Core focus\tBuilt around branded links\tURL shortening platform with branded links as an add-on Custom domains\tExcellent; one of its strongest features\tGood, but not as c",
      "error": null,
      "queried_at": "2026-06-17T06:12:35.803250+00:00"
    },
    {
      "prompt": "Cloudflare redirect rules limitations",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Cloudflare Redirect Rules have a few important limitations that vary by plan and by the type of redirect you're using.  Single Redirects (Redirect Rules)  These are the modern replacement for many Page Rules use cases.  Plan\tMax Rules Free\t10 Pro\t25 Business\t50 Enterprise\t300  Other limitations:  Re",
      "error": null,
      "queried_at": "2026-06-17T06:12:57.344256+00:00"
    },
    {
      "prompt": "redirect.pizza pricing and features review",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "redirect.pizza: Pricing & Feature Review (2026)  redirect.pizza  is a specialized SaaS platform for managing domain and URL redirects without needing to run web servers, configure SSL certificates, or maintain redirect infrastructure yourself. It's aimed at SEO teams, agencies, domain portfolio owne",
      "error": null,
      "queried_at": "2026-06-17T06:13:27.376991+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 using Short.io primarily for enterprise-grade redirects and link management, the best alternative depends on whether your priority is governance, routing flexibility, analytics, or owning the infrastructure.  Top enterprise alternatives Platform\tBest for\tEnterprise strengths\tPotential down",
      "error": null,
      "queried_at": "2026-06-17T06:13:47.568689+00:00"
    },
    {
      "prompt": "EasyRedir vs RedirHub comparison",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": true,
      "text_snippet": "If you're evaluating EasyRedir vs RedirHub for domain forwarding, URL redirects, migrations, and redirect management, the biggest differences come down to scale, analytics, automation, and pricing.  Feature\tEasyRedir \tRedirHub  Primary focus\tEnterprise-grade URL redirects and domain forwarding\tRedir",
      "error": null,
      "queried_at": "2026-06-17T06:14:07.034857+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 Page  As of 2026, BL.INK  offers five main tiers for its link management and QR-code platform:  bl.ink +1  Plan\tMonthly Price\tActive Links\tUsers\tDomains\tDynamic Links Expert+\t$48/mo\t10,000\t1\t1\t— SMB\t$99/mo\t25,000\t5\t1\t250 Team\t$299/mo\t100,000\t10\t5\t500 Business\t$599/mo\t250,000+\t25+\t10+",
      "error": null,
      "queried_at": "2026-06-17T06:14:28.737799+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 an open-source, self-hostable alternative to Dub.co for URL redirects, short links, and analytics, these are the strongest options:  Project\tBest For\tAnalytics\tCustom Domains\tAPI\tLicense Kutt \tClosest overall Dub alternative\t✅\t✅\t✅\tMIT Shlink \tAPI-first deployments\t✅\t✅\t✅ Excelle",
      "error": null,
      "queried_at": "2026-06-17T06:14:52.893217+00:00"
    },
    {
      "prompt": "Is Bitly good for website migration redirects?",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Yes, but usually only for a small migration—not as the primary redirect strategy for an entire website.  Using Bitly  for migration redirects has some advantages:  Pros  Quick to set up.  Easy to track clicks and traffic.  Useful for a limited set of high-value URLs (campaign links, social media lin",
      "error": null,
      "queried_at": "2026-06-17T06:15:12.480749+00:00"
    },
    {
      "prompt": "Rebrandly API features for developers",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "For developers, Rebrandly provides a REST API and SDKs that let you build branded URL-shortening and link-management capabilities directly into your applications. The main API features include:  Rebrandly for Developers +1  Link Creation & Management  Create branded short links programmatically.  Up",
      "error": null,
      "queried_at": "2026-06-17T06:15:38.858687+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 value, the key is to use 301 permanent redirects correctly and preserve as much of the site's structure as possible.  1. Set up 301 redirects (most important step)  A 301 redirect tells search engines that a page has permanently moved.  B",
      "error": null,
      "queried_at": "2026-06-17T06:16:00.119715+00:00"
    },
    {
      "prompt": "Best way to manage redirects after platform migration?",
      "category": "use_case",
      "category_label": "Use Case / Scenario",
      "has_redirhub": false,
      "text_snippet": "After a platform migration (e.g., Shopify → Magento, WordPress → Webflow, custom CMS → another platform), the most important goal is preserving existing URLs' value for users, search engines, and backlinks.  1. Create a Complete URL Mapping  Before launch, build a spreadsheet with:  Old URL\tNew URL",
      "error": null,
      "queried_at": "2026-06-17T06:16:21.719222+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 typically handle product URL redirects in a few different ways, depending on what happened to the product and how important SEO and user experience are.  1. Product moved to a new URL → 301 Redirect  If a product URL changes (for example, due to a slug update or site migration), the",
      "error": null,
      "queried_at": "2026-06-17T06:16:48.006011+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 redirects across many client websites, the best choice depends on your workflow:  Best overall for agencies: urllo  Why it stands out:  Centralized management across hundreds of domains  Team permissions, audit logs, and governance controls  Bulk import/export for large",
      "error": null,
      "queried_at": "2026-06-17T06:17:07.255900+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 your own custom domain is straightforward. The basic process is:  1. Register a short domain  Choose a domain that's short and memorable, such as:  go.yourcompany.com (subdomain)  your.co  acme.link  Many companies use a dedicated subdomain instead of buying a separ",
      "error": null,
      "queried_at": "2026-06-17T06:17:29.224852+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: Locator.click: Timeout 30000ms exceeded.\nCall log:\n  - waiting for locator(\"#prompt-textarea, [contenteditable=\\\"true\\\"]\").first\n    - locator resolved to <div translate=\"no\" role=\"textbox\" inputmode=",
      "queried_at": "2026-06-17T06:18:05.979381+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": "Geo-based redirects can work, but they’re often overused and can create SEO, usability, and caching problems. For most international sites, search engines recommend showing a country/language suggestion rather than forcing a redirect.  Recommended approach 1. Structure your international site  Use o",
      "error": null,
      "queried_at": "2026-06-17T06:18:34.003153+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: Locator.click: Timeout 30000ms exceeded.\nCall log:\n  - waiting for locator(\"#prompt-textarea, [contenteditable=\\\"true\\\"]\").first\n    - locator resolved to <div translate=\"no\" role=\"textbox\" inputmode=",
      "queried_at": "2026-06-17T06:19:10.755716+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": "For marketing campaigns, treat vanity URLs as stable entry points that redirect to the actual campaign destination while preserving tracking and analytics.  Recommended setup  Vanity URL  yourbrand.com/summer  Redirects to  yourbrand.com/campaigns/summer-2026? utm_source=print&utm_medium=offline&utm",
      "error": null,
      "queried_at": "2026-06-17T06:19:31.101914+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: Locator.click: Timeout 30000ms exceeded.\nCall log:\n  - waiting for locator(\"#prompt-textarea, [contenteditable=\\\"true\\\"]\").first\n    - locator resolved to <div translate=\"no\" role=\"textbox\" inputmode=",
      "queried_at": "2026-06-17T06:20:14.767375+00:00"
    }
  ],
  "summary": {
    "total": 49,
    "redirhub_mentioned": 16,
    "redirhub_pct": 32.7,
    "errors": 3,
    "per_category": {
      "API / Automation": {
        "total": 13,
        "mentioned": 8
      },
      "Brand Comparison / Category Ranking": {
        "total": 16,
        "mentioned": 7
      },
      "Competitor-Specific Queries": {
        "total": 10,
        "mentioned": 1
      },
      "Use Case / Scenario": {
        "total": 10,
        "mentioned": 0
      }
    }
  },
  "run_date": "2026-06-17",
  "scan_status": "complete",
  "expected_total": 49,
  "completed_at": "2026-06-17T06:20:14.877602+00:00"
}