{
  "timestamp": "2026-06-18T06:21:26.946282+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 “supports API automation workflows” you mean a URL redirect platform that can be managed programmatically from CI/CD pipelines, workflow tools, or custom applications, a few stand out:  urllo  REST API for creating and updating redirects.  Explicitly designed for automation and CI/CD integrati",
      "error": null,
      "queried_at": "2026-06-18T06:01:28.162607+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": "Yes. A few redirect-management services expose REST APIs specifically for creating, updating, listing, and deleting redirects programmatically:  Service\tAPI Support\tNotes redirect.pizza \tFull REST API\tCreate, update, list, and delete redirects, manage domains, analytics, and email forwards. Has API",
      "error": null,
      "queried_at": "2026-06-18T06:01:47.963006+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\" you mean automatically creating URL redirects (e.g., /old-page → /new-page) through an API, the general pattern is:  Detect or receive the URL change.  Call your platform's redirect API.  Store the redirect rule.  Deploy/publish the change if required.  A typical API reques",
      "error": null,
      "queried_at": "2026-06-18T06:02:07.373289+00:00"
    },
    {
      "prompt": "Which redirect tool integrates with CI/CD pipelines?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "If you're asking about redirect management tools that integrate with CI/CD pipelines, several do:  urllo  — provides a REST API so redirects can be provisioned and updated automatically from CI/CD workflows.  urllo +1  UrlEdge  — designed around a \"config as code\" approach with SDKs, a CLI, and Terr",
      "error": null,
      "queried_at": "2026-06-18T06:02:26.558992+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 redirection/link management platform that can notify your systems when a redirect is created, updated, or deleted, the field is surprisingly narrow.  A few options that appear to support this:  Service\tRedirect Management\tWebhooks for Changes RedirectFlow \tDed",
      "error": null,
      "queried_at": "2026-06-18T06:02:50.174051+00:00"
    },
    {
      "prompt": "Best API-first URL redirect service for developers?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "If your priority is API-first, not marketing dashboards, I'd rank them roughly like this:  1. Dub.co  Best overall for developers today.  Why:  Excellent REST API  Open-source core  Webhooks  Custom domains  Link analytics  Edge-based redirects  Modern docs and SDKs  Strong developer experience  Dub",
      "error": null,
      "queried_at": "2026-06-18T06:03:11.666039+00:00"
    },
    {
      "prompt": "How to bulk update redirects programmatically?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "The exact method depends on what system manages your redirects (e.g., WordPress, Shopify, Apache/Nginx, a headless CMS, a database table, or a CDN).  In general, bulk-updating redirects programmatically follows this pattern:  Export existing redirects.  Transform them with a script.  Validate for du",
      "error": null,
      "queried_at": "2026-06-18T06:03:30.959957+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 by \"redirect platform\" you mean a URL redirection/link management service that exposes an MCP (Model Context Protocol) server so AI agents can create and manage redirects, the clearest example I've found is:  1. RedirHub  RedirHub has a dedicated MCP server that allows MCP-compatible AI agents (C",
      "error": null,
      "queried_at": "2026-06-18T06:03:48.381454+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": "If by “using MCP to manage URL redirects with AI” you mean letting an AI assistant create, update, audit, and monitor redirects through natural-language commands, MCP (Model Context Protocol) is a good fit.  MCP is a standard that allows AI models to discover and invoke external tools. Instead of th",
      "error": null,
      "queried_at": "2026-06-18T06:04:09.875181+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 redirect management platforms, the clearest example I found with native Model Context Protocol (MCP) support is:  1. RedirHub  RedirHub offers a dedicated MCP server that exposes redirect-management operations directly to AI agents. Through MCP-compatible clients",
      "error": null,
      "queried_at": "2026-06-18T06:04:29.026007+00:00"
    },
    {
      "prompt": "Which services have AI agent-compatible redirect management?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": true,
      "text_snippet": "If by “AI agent-compatible redirect management” you mean a redirect platform that an AI agent (Claude, ChatGPT agents, Cursor, Codex, custom MCP agents, etc.) can directly control via tools/API rather than requiring a human to log into a dashboard, the field is still quite small.  Currently known op",
      "error": null,
      "queried_at": "2026-06-18T06:04:57.455594+00:00"
    },
    {
      "prompt": "How to let ChatGPT manage my domain redirects?",
      "category": "api_automation",
      "category_label": "API / Automation",
      "has_redirhub": false,
      "text_snippet": "ChatGPT can't directly \"take over\" your domain and manage redirects on its own. But you can make ChatGPT effectively manage them for you in a few ways:  Option 1: Use ChatGPT as your configuration assistant  Tell ChatGPT:  Your domain provider (e.g. Cloudflare , Namecheap , GoDaddy , Vercel )  The r",
      "error": null,
      "queried_at": "2026-06-18T06:05:19.613465+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, test, and monitor HTTP redirects, there are already a few purpose-built options:  1. RedirHub MCP (most directly focused on redirects)  RedirHub MCP Server  Features include:  Create 301/302/307/308 redir",
      "error": null,
      "queried_at": "2026-06-18T06:05:39.466990+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 simple forwarding or rule-based redirects, and whether DNS management is included.  Best overall options Platform\tBest for\tStrengths\tWeaknesses Cloudflare \tMost users and businesses\tFast global edge redirects, DNS + SSL + red",
      "error": null,
      "queried_at": "2026-06-18T06:06:04.848970+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 to point multiple domains at one primary domain, I'd usually start with Cloudflare .  Why:  Free tier is often sufficient for domain redirects.  Supports permanent (301) and temporary (302) redirects.  Fast global infrastructure.  Easy to manage many domains from one dashboard",
      "error": null,
      "queried_at": "2026-06-18T06:06:26.431397+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 website redirect management (301/302 redirects, site migrations, rebrands, URL governance, SEO preservation), the leaders in 2026 are:  Service\tBest for\tStrengths\tWeaknesses redirection.io \tEnterprise SEO & migrations\tTraffic log analysis, redirect recommendations, testing aga",
      "error": null,
      "queried_at": "2026-06-18T06:06:46.985470+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": "If your primary goal is URL redirect management (domain forwarding, migrations, 301/302 rules, wildcard redirects), RedirHub and Bitly serve somewhat different audiences.  Category\tRedirHub \tBitly  Core focus\tRedirect infrastructure and domain forwarding\tLink shortening and marketing link management",
      "error": null,
      "queried_at": "2026-06-18T06:07:08.549664+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 right choice depends on whether redirects are your primary concern or just one feature within a broader infrastructure stack.  Category\tRedirHub\tCloudflare Redirect Rules Primary focus\tDedicated redirect management platform\tCDN,",
      "error": null,
      "queried_at": "2026-06-18T06:07:28.673981+00:00"
    },
    {
      "prompt": "Alternatives to Bitly for enterprise redirect management",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "If you're evaluating Bitly specifically for enterprise redirect management (not just URL shortening), I'd separate the market into four categories:  1. Best enterprise-grade replacements Platform\tBest for\tStrengths Rebrandly \tMarketing organizations\tBranded domains, governance, APIs, routing, analyt",
      "error": null,
      "queried_at": "2026-06-18T06:07:52.936928+00:00"
    },
    {
      "prompt": "Best redirect tool for small business?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": true,
      "text_snippet": "If by “redirect tool” you mean URL/domain redirects (sending visitors from one URL or domain to another), my recommendations for a small business are:  1. Cloudflare  — Best overall  Choose this if you already use Cloudflare DNS.  Pros:  Free or very low cost for most small businesses  Fast global r",
      "error": null,
      "queried_at": "2026-06-18T06:08:14.435508+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": "It depends on what you mean by \"URL redirect service\":  If you just need a simple free redirect  The best overall option is usually TinyURL .  Pros  Free  No signup required  Links don't expire  Custom aliases available  Very reliable and long-established (since 2002)  U2L +1  Cons  Limited analytic",
      "error": null,
      "queried_at": "2026-06-18T06:08:39.372982+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 managing short links, branded redirects, traffic routing, analytics, and campaign links, these are the leading options in 2026:  Platform\tBest For\tStrengths\tWeaknesses Rebrandly\tMarketing teams & branded links\tExcellent custom domains, branding, t",
      "error": null,
      "queried_at": "2026-06-18T06:09:00.587393+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": "It depends on what you're actually doing with redirects.  Feature\tRedirHub \tRebrandly \tredirect.pizza  Primary focus\tRedirect infrastructure + routing\tBranded short links & marketing\tRedirect hosting & SEO migrations Short links\t✅\t✅ Excellent\t⚠️ Basic Website/domain migrations\t✅\t⚠️ Limited\t✅ Strong",
      "error": null,
      "queried_at": "2026-06-18T06:09:21.648824+00:00"
    },
    {
      "prompt": "Which redirect service do developers recommend?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": false,
      "text_snippet": "If you're asking about URL/domain redirect services, developers tend to recommend different solutions depending on the use case:  For most teams: Cloudflare Redirect Rules  Cloudflare  Handles HTTP→HTTPS and domain redirects  Global infrastructure and SSL included  Works well if your DNS is already",
      "error": null,
      "queried_at": "2026-06-18T06:09:41.159931+00:00"
    },
    {
      "prompt": "Best website migration redirect tool?",
      "category": "brand_comparison",
      "category_label": "Brand Comparison / Category Ranking",
      "has_redirhub": true,
      "text_snippet": "The answer depends on what problem you're trying to solve:  If you need to generate redirect mappings automatically  These are currently the strongest dedicated migration tools:  Redirects.net  Excellent for large migrations (thousands to 100k+ URLs).  Automatically matches old URLs to new URLs.  Co",
      "error": null,
      "queried_at": "2026-06-18T06:10:00.477021+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 forwarding/link management platform (301/302 redirects, domain forwarding, short links, analytics), there isn't one universally \"best reviewed\" service. The leaders vary by use case.  Service\tBest For\tReputation Bitly \tGeneral-purpose link shortening and analy",
      "error": null,
      "queried_at": "2026-06-18T06:10:24.996278+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  301/302/307/308 redirects  Path forwarding  Query-string forwarding  Wildcards  Analytics  API  Multiple domains  then the cheapest dedicated service I could find is redirect.pizza , which has a genuinely usable free tier: 5 hostnames, 250,000 requests",
      "error": null,
      "queried_at": "2026-06-18T06:10:44.426760+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:  Ongoing redirect governance across many clients  Large site migrations and URL mapping  Technical SEO auditing and monitoring  Enterprise-scale deployment  Best Overall for SEO Agencies Managing Multiple C",
      "error": null,
      "queried_at": "2026-06-18T06:11:04.636181+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": "Based on the public feedback I could find, the sentiment around RedirHub is generally positive, but there are a few caveats worth noting.  What users like  The most common praise is around:  Easy setup compared with managing redirects in Nginx, Apache, or registrar forwarding.  Automatic SSL certifi",
      "error": null,
      "queried_at": "2026-06-18T06:11:59.147208+00:00"
    },
    {
      "prompt": "Bitly redirect management features and pricing",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Bitly’s redirect management is available only on paid plans and lets you change the destination URL of an existing short link without changing the short URL itself. Any associated QR code or Bitly Page button will automatically point to the new destination as well. Bitly also keeps redirect history,",
      "error": null,
      "queried_at": "2026-06-18T06:12:19.007985+00:00"
    },
    {
      "prompt": "Rebrandly vs Bitly for branded links",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "If your main goal is branded links, I would generally choose either platform based on company size and complexity:  Category\tRebrandly \tBitly  Branded domains\tStrong focus; available on lower tiers\tAvailable, but often requires higher-tier plans Ease of use\tGood, slightly more marketing-oriented\tExt",
      "error": null,
      "queried_at": "2026-06-18T06:12:40.292504+00:00"
    },
    {
      "prompt": "Cloudflare redirect rules limitations",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "If you're talking about Cloudflare Redirect Rules (Single Redirects and Bulk Redirects), the main limitations are:  Single Redirects Plan\tMax Rules\tRegex Support Free\t10\tNo Pro\t25\tNo Business\t50\tYes Enterprise\t300\tYes  Single Redirects support:  Static redirects (URL A → URL B)  Dynamic redirects us",
      "error": null,
      "queried_at": "2026-06-18T06:13:01.775268+00:00"
    },
    {
      "prompt": "redirect.pizza pricing and features review",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "redirect.pizza review (2026)  redirect.pizza  is a specialized domain redirect management platform designed for companies, marketers, agencies, and domain portfolio owners who need reliable redirects without running their own web servers. Its main value proposition is that it handles SSL certificate",
      "error": null,
      "queried_at": "2026-06-18T06:13:25.275453+00:00"
    },
    {
      "prompt": "Short.io alternative for enterprise redirects",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "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": "2026-06-18T06:14:01.977332+00:00"
    },
    {
      "prompt": "EasyRedir vs RedirHub comparison",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "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": "2026-06-18T06:14:38.603024+00:00"
    },
    {
      "prompt": "BL.INK pricing and features 2026",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "has_redirhub": false,
      "text_snippet": "Here's a current overview of BL.INK  pricing and features as of 2026.  Pricing Plans Plan\tPrice\tUsers\tDomains\tActive Links\tClicks Tracked per Link\tDynamic Links Expert+\t$48/month\t1\t1\t10,000\t7,500\tNo SMB\t$99/month\t5\t1\t25,000\t15,000\t250 Team\t$299/month\t10\t5\t100,000\t30,000\t500 Business\t$599/month\t25+\t1",
      "error": null,
      "queried_at": "2026-06-18T06:14:58.501405+00:00"
    },
    {
      "prompt": "Dub.co open source redirect alternative",
      "category": "competitor_specific",
      "category_label": "Competitor-Specific Queries",
      "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": "2026-06-18T06:15:35.188391+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 only in a limited sense.  If you're migrating a website, I would generally not use Bitly as the primary migration redirect solution. Instead, implement redirects at the web server, CDN, or DNS/application level (e.g., Apache, Nginx, Cloudflare, Vercel, Netlify, Webflow, Shopify, etc.). Thos",
      "error": null,
      "queried_at": "2026-06-18T06:15:56.411818+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.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": "2026-06-18T06:16:40.175029+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, the key is to use permanent (301) redirects and migrate carefully so search engines understand that the new domain replaces the old one.  1. Set up 301 redirects for every URL  Redirect each old URL to its closest equivalent on the new d",
      "error": null,
      "queried_at": "2026-06-18T06:17:03.772975+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: 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": "2026-06-18T06:17:40.492257+00:00"
    },
    {
      "prompt": "How do e-commerce sites handle product URL redirects?",
      "category": "use_case",
      "category_label": "Use Case / Scenario",
      "has_redirhub": false,
      "text_snippet": "E-commerce sites handle product URL redirects in several ways, depending on why the URL changed and whether the product still exists.  Common scenarios 1. Product URL changes, product still exists  Example:  Old: /products/red-running-shoe-123  New: /products/red-running-shoe  The site typically ret",
      "error": null,
      "queried_at": "2026-06-18T06:18:04.130044+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": "",
      "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": "2026-06-18T06:18:40.735848+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 domain is straightforward. The basic idea is:  Buy or use a domain/subdomain you control (e.g., go.yourcompany.com).  Point that domain to a URL-shortening service.  Create short links such as:  go.yourcompany.com/demo  go.yourcompany.com/pricing  go.yourco",
      "error": null,
      "queried_at": "2026-06-18T06:19:03.206476+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": "2026-06-18T06:19:40.255939+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 be useful for international websites, but they need to be implemented carefully to avoid hurting SEO, accessibility, and user experience.  Recommended approach: Redirect only when helpful  Instead of forcing redirects based solely on IP location:  Detect the visitor's country",
      "error": null,
      "queried_at": "2026-06-18T06:20:03.877773+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": "2026-06-18T06:20:40.684800+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": "A good approach to vanity URL redirects is to treat them as a marketing layer on top of your tracking and landing-page infrastructure, not as separate pages that require their own content.  Recommended setup 1. Create memorable vanity URLs  Examples:  yourcompany.com/summer  yourcompany.com/demo  yo",
      "error": null,
      "queried_at": "2026-06-18T06:21:02.260487+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": "The best tool depends on your setup:  If you're on WordPress  Best overall: ThirstyAffiliates  Why:  Built specifically for affiliate marketers  Centralized link management  Link cloaking/branding  Click tracking and reporting  Geolocation redirects (Pro)  Broken-link monitoring and maintenance feat",
      "error": null,
      "queried_at": "2026-06-18T06:21:26.802572+00:00"
    }
  ],
  "summary": {
    "total": 49,
    "redirhub_mentioned": 13,
    "redirhub_pct": 26.5,
    "errors": 8,
    "per_category": {
      "API / Automation": {
        "total": 13,
        "mentioned": 6
      },
      "Brand Comparison / Category Ranking": {
        "total": 16,
        "mentioned": 7
      },
      "Competitor-Specific Queries": {
        "total": 10,
        "mentioned": 0
      },
      "Use Case / Scenario": {
        "total": 10,
        "mentioned": 0
      }
    }
  },
  "run_date": "2026-06-18",
  "scan_status": "complete",
  "expected_total": 49,
  "completed_at": "2026-06-18T06:21:26.946258+00:00"
}