{
 "as_of": "2026-09-23",
 "answers": 60,
 "questions": 20,
 "categories": [
  {
   "slug": "crm",
   "name": "CRM software",
   "answers": 6,
   "prompts": [
    {
     "id": "crm-1",
     "prompt": "What is the best CRM for a small business?",
     "runs": 3
    },
    {
     "id": "crm-2",
     "prompt": "Which CRM should a 10-person sales team use?",
     "runs": 3
    }
   ],
   "brands": [
    {
     "name": "HubSpot",
     "count": 6,
     "share": 1,
     "first": 3,
     "avg_pos": 1.5
    },
    {
     "name": "Pipedrive",
     "count": 6,
     "share": 1,
     "first": 3,
     "avg_pos": 2
    },
    {
     "name": "Salesforce",
     "count": 6,
     "share": 1,
     "first": 0,
     "avg_pos": 3.8
    },
    {
     "name": "Zoho",
     "count": 4,
     "share": 0.667,
     "first": 0,
     "avg_pos": 2.2
    },
    {
     "name": "Freshsales",
     "count": 3,
     "share": 0.5,
     "first": 0,
     "avg_pos": 5
    },
    {
     "name": "Close",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 4
    }
   ],
   "sources": [
    {
     "domain": "hubspot.com",
     "publisher": "HubSpot",
     "count": 6,
     "share": 1
    },
    {
     "domain": "blog.salesflare.com",
     "publisher": "Salesflare Blog",
     "count": 4,
     "share": 0.667
    },
    {
     "domain": "salesforce.com",
     "publisher": "Salesforce",
     "count": 4,
     "share": 0.667
    },
    {
     "domain": "softwarestackguide.com",
     "publisher": "Software Stack Guide",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "technologyadvice.com",
     "publisher": "TechnologyAdvice",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "pipedrive.com",
     "publisher": "Pipedrive",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "crmcompare.net",
     "publisher": "CRMCompare",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "crmnewspaper.com",
     "publisher": "CRM Newspaper",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "superdupr.com",
     "publisher": "SuperDupr",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "topalternatives.to",
     "publisher": "TopAlternativesTo",
     "count": 1,
     "share": 0.167
    }
   ],
   "sources_total": 10,
   "stability": {
    "brands": 0.87,
    "sources": 0.54
   },
   "core": {
    "brands_all": 8,
    "brands_any": 10,
    "sources_all": 4,
    "sources_any": 13
   },
   "sponsored": [],
   "excerpt": {
    "prompt": "What is the best CRM for a small business?",
    "text": "There isn’t one universal “best” CRM—the right choice depends mainly on team size, sales process, budget, and whether you need marketing/service tools alongside sales. Current 2026 comparisons generally put HubSpot, Zoho, and Pipedrive among the strongest small-business options.\n\nMy shortlist\nCRM\tBest fit\tStarting point\nHubSpot\tAll-in-one sales + marketing + service\tFree tier; paid tiers available\n\nZoho CRM\tLots of features for relatively little money\tAround $14/user/month on annual plans\n\nPipedrive\tSimple, sales-focused pipeline management\tAround $14/user/month on annual plans\n\nSalesforce\tBusinesses expecting substantial growth/customization\tStarter Suite around $25/user/month\n\nFreshworks Freshsales\tLead nurturing and multichannel sales\tAround $9/user/month on annual plans\nHow I'd choose\n\nYou want to spend $0 initially: HubSpot. Its free CRM includes contacts, deals, tasks, reporting and other core CRM capabilities, with no expiration.\n\nYou want sales + marketing + customer service in one ecosystem: HubSpot.\n\nYou primarily need a straightforward sales pipeline: Pipedrive. Its interface and feature set are particularly focused on managing deals and sales activity.\n\nYou want maximum functionality for the money and don't mind configuring things: Zoho CRM.\n\nYou're building toward a more complex organization: Salesforce can make sense, particularly if you expect substantial customi"
   }
  },
  {
   "slug": "project-management",
   "name": "Project management software",
   "answers": 6,
   "prompts": [
    {
     "id": "pm-1",
     "prompt": "What is the best project management software for a small team?",
     "runs": 3
    },
    {
     "id": "pm-2",
     "prompt": "Asana vs Monday vs ClickUp, which should I pick?",
     "runs": 3
    }
   ],
   "brands": [
    {
     "name": "Asana",
     "count": 6,
     "share": 1,
     "first": 6,
     "avg_pos": 1
    },
    {
     "name": "ClickUp",
     "count": 6,
     "share": 1,
     "first": 0,
     "avg_pos": 2.7
    },
    {
     "name": "monday.com",
     "count": 3,
     "share": 0.5,
     "first": 0,
     "avg_pos": 2
    },
    {
     "name": "Trello",
     "count": 3,
     "share": 0.5,
     "first": 0,
     "avg_pos": 2.7
    },
    {
     "name": "Notion",
     "count": 2,
     "share": 0.333,
     "first": 0,
     "avg_pos": 4.5
    },
    {
     "name": "Linear",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 4
    }
   ],
   "sources": [
    {
     "domain": "asana.com",
     "publisher": "Asana",
     "count": 6,
     "share": 1
    },
    {
     "domain": "help.clickup.com",
     "publisher": "ClickUp Help",
     "count": 6,
     "share": 1
    },
    {
     "domain": "support.atlassian.com",
     "publisher": "support.atlassian.com",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "trello.com",
     "publisher": "Trello",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "monday.com",
     "publisher": "monday.com",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "clickup.com",
     "publisher": "ClickUp",
     "count": 1,
     "share": 0.167
    }
   ],
   "sources_total": 6,
   "stability": {
    "brands": 0.86,
    "sources": 0.64
   },
   "core": {
    "brands_all": 6,
    "brands_any": 8,
    "sources_all": 4,
    "sources_any": 8
   },
   "sponsored": [],
   "excerpt": {
    "prompt": "What is the best project management software for a small team?",
    "text": "For a small team (roughly 3–15 people), I’d narrow it to Asana, ClickUp, and Trello. There isn’t one universally “best” choice—the right one depends mainly on how structured your work is.\n\nTool\tBest fit\tStrength\tTrade-off\nAsana\tMost small businesses\tClean, structured project/task management\tSome useful features require paid plan\nClickUp\tTeams wanting lots of functionality\tVery feature-rich and customizable\tMore setup and learning\nTrello\tSimple projects\tExtremely easy Kanban boards\tLess sophisticated for complex projects\nMy practical recommendation: Asana\n\nAsana is a strong default if you want something your team can start using without spending days configuring it. Its paid Starter plan currently includes timelines/Gantt charts, dashboards, automations, forms, custom fields, and unlimited free guests; pricing is listed at $10.99/user/month when billed annually.\n\nIf you're only 2 people, Asana's free Personal plan supports two users.\n\nWhen I'd choose the others\n\nClickUp — Choose this if you want project management, docs, time tracking, dashboards, automations, and highly customizable workflows in one system. ClickUp itself positions its Unlimited plan specifically for small teams.\n\nTrello — Choose this if your workflow is basically “To do → Doing → Done.” Its free plan supports up to 10 collaborators and 10 open boards, making it particularly easy to start with.\n\nQuick rule:\nIf "
   }
  },
  {
   "slug": "email-marketing",
   "name": "Email marketing platforms",
   "answers": 6,
   "prompts": [
    {
     "id": "email-1",
     "prompt": "What is the best email marketing platform for a small online store?",
     "runs": 3
    },
    {
     "id": "email-2",
     "prompt": "What is a cheap alternative to Mailchimp?",
     "runs": 3
    }
   ],
   "brands": [
    {
     "name": "MailerLite",
     "count": 3,
     "share": 0.5,
     "first": 2,
     "avg_pos": 1.3
    },
    {
     "name": "Klaviyo",
     "count": 3,
     "share": 0.5,
     "first": 1,
     "avg_pos": 1.7
    },
    {
     "name": "Brevo",
     "count": 3,
     "share": 0.5,
     "first": 1,
     "avg_pos": 1.7
    },
    {
     "name": "Omnisend",
     "count": 3,
     "share": 0.5,
     "first": 2,
     "avg_pos": 2
    },
    {
     "name": "Shopify",
     "count": 3,
     "share": 0.5,
     "first": 0,
     "avg_pos": 2.7
    },
    {
     "name": "Kit",
     "count": 3,
     "share": 0.5,
     "first": 0,
     "avg_pos": 3
    },
    {
     "name": "Mailchimp",
     "count": 3,
     "share": 0.5,
     "first": 0,
     "avg_pos": 3.7
    },
    {
     "name": "EmailOctopus",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 4
    },
    {
     "name": "Sender",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 5
    }
   ],
   "sources": [
    {
     "domain": "shopify.com",
     "publisher": "Shopify",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "mailerlite.com",
     "publisher": "MailerLite",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "help.brevo.com",
     "publisher": "help.brevo.com",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "kit.com",
     "publisher": "kit.com",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "omnisend.com",
     "publisher": "Omnisend",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "support.omnisend.com",
     "publisher": "Omnisend Help Center",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "help.klaviyo.com",
     "publisher": "Klaviyo Help Center",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "klaviyo.com",
     "publisher": "Klaviyo",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "mailchimp.com",
     "publisher": "Mailchimp",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "brevo.com",
     "publisher": "brevo.com",
     "count": 1,
     "share": 0.167
    }
   ],
   "sources_total": 10,
   "stability": {
    "brands": 0.87,
    "sources": 0.59
   },
   "core": {
    "brands_all": 7,
    "brands_any": 9,
    "sources_all": 4,
    "sources_any": 10
   },
   "sponsored": [],
   "excerpt": {
    "prompt": "What is the best email marketing platform for a small online store?",
    "text": "For a small online store, I’d shortlist Omnisend, Klaviyo, Shopify Messaging, and Mailchimp. There isn’t one universal best choice—the right fit depends mainly on your store platform, list size, budget, and how sophisticated your automation needs are.\n\nQuick comparison\nPlatform\tBest suited for\tKey strength\nOmnisend\tEcommerce-first stores\tEmail + SMS + automation, with strong store integrations\nKlaviyo\tStores expecting to scale\tDeep customer segmentation and behavioral/predictive analytics\nShopify Messaging\tVery small Shopify stores\tSimple, inexpensive email directly inside Shopify\nMailchimp\tSmall businesses doing more than ecommerce\tBroad general-purpose marketing features\n\nOmnisend is particularly focused on ecommerce: it supports abandoned-cart, welcome, post-purchase and browse-abandonment automations, segmentation based on shopping behavior, product recommendations, and integrations with Shopify, WooCommerce, Wix, BigCommerce and others.\n\nKlaviyo becomes more compelling if you want highly granular customer data and advanced segmentation/predictive analytics. Current comparisons put it ahead on data depth, while Omnisend emphasizes broader multichannel functionality and pricing.\n\nIf you're on Shopify and just getting started, Shopify Messaging is worth considering because Shopify currently offers 10,000 free marketing emails per month, with paid sending thereafter.\n\nMy pract"
   }
  },
  {
   "slug": "website-builders",
   "name": "Website builders",
   "answers": 6,
   "prompts": [
    {
     "id": "web-1",
     "prompt": "What is the best website builder for a small business?",
     "runs": 3
    },
    {
     "id": "web-2",
     "prompt": "Should I use Squarespace, Wix or Shopify for my business website?",
     "runs": 3
    }
   ],
   "brands": [
    {
     "name": "Squarespace",
     "count": 6,
     "share": 1,
     "first": 3,
     "avg_pos": 1.5
    },
    {
     "name": "Wix",
     "count": 6,
     "share": 1,
     "first": 3,
     "avg_pos": 1.7
    },
    {
     "name": "Shopify",
     "count": 6,
     "share": 1,
     "first": 0,
     "avg_pos": 2.8
    },
    {
     "name": "WordPress",
     "count": 3,
     "share": 0.5,
     "first": 0,
     "avg_pos": 4
    },
    {
     "name": "Hostinger",
     "count": 2,
     "share": 0.333,
     "first": 0,
     "avg_pos": 5
    }
   ],
   "sources": [
    {
     "domain": "squarespace.com",
     "publisher": "Squarespace",
     "count": 6,
     "share": 1
    },
    {
     "domain": "shopify.com",
     "publisher": "Shopify",
     "count": 5,
     "share": 0.833
    },
    {
     "domain": "wix.com",
     "publisher": "wix.com",
     "count": 5,
     "share": 0.833
    },
    {
     "domain": "support.squarespace.com",
     "publisher": "Squarespace Help",
     "count": 4,
     "share": 0.667
    },
    {
     "domain": "techradar.com",
     "publisher": "TechRadar",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "fitsmallbusiness.com",
     "publisher": "Fit Small Business",
     "count": 1,
     "share": 0.167
    }
   ],
   "sources_total": 6,
   "stability": {
    "brands": 0.93,
    "sources": 0.6
   },
   "core": {
    "brands_all": 7,
    "brands_any": 8,
    "sources_all": 4,
    "sources_any": 10
   },
   "sponsored": [],
   "excerpt": {
    "prompt": "What is the best website builder for a small business?",
    "text": "For most small businesses, Wix is the strongest all-around choice right now. Independent 2026 testing puts Wix near the top for its combination of ease of use, flexibility, AI tools, SEO, and built-in business features.\n\nHere’s how I’d think about the main options:\n\nBuilder\tBest for\tTypical starting price*\nWix\tMost small businesses; services, local businesses, consultants\t~$17/mo\nSquarespace\tBeautiful, professional service/portfolio sites\t~$16/mo\nShopify\tBusinesses primarily selling products online\t~$29/mo\nWordPress\tMaximum flexibility, SEO, and long-term customization\tVaries\nHostinger\tKeeping costs especially low\t~$4/mo\n\n*Annual-billing starting prices; prices and features can change.\n\nMy practical recommendation\n\nChoose Wix if you want to build the site yourself without technical expertise. It includes hosting, templates, AI site creation, SEO tools, forms, marketing features, scheduling, and payment/e-commerce capabilities. Its current plans start around $17/month, with Core around $29/month when billed annually.\n\nChoose Squarespace if the visual appearance of your website is particularly important—e.g., photography, design, consulting, professional services, restaurants, or creative businesses. It has strong templates and built-in SEO, marketing, commerce, and AI features.\n\nChoose Shopify if selling products is the core of the business. Its strength is much more in e-commer"
   }
  },
  {
   "slug": "vpn",
   "name": "VPNs",
   "answers": 6,
   "prompts": [
    {
     "id": "vpn-1",
     "prompt": "What is the best VPN right now?",
     "runs": 3
    },
    {
     "id": "vpn-2",
     "prompt": "Which VPN is best for streaming?",
     "runs": 3
    }
   ],
   "brands": [
    {
     "name": "NordVPN",
     "count": 6,
     "share": 1,
     "first": 5,
     "avg_pos": 1.2
    },
    {
     "name": "ExpressVPN",
     "count": 6,
     "share": 1,
     "first": 0,
     "avg_pos": 3
    },
    {
     "name": "Proton VPN",
     "count": 6,
     "share": 1,
     "first": 0,
     "avg_pos": 3.5
    },
    {
     "name": "Surfshark",
     "count": 4,
     "share": 0.667,
     "first": 0,
     "avg_pos": 3.5
    },
    {
     "name": "Mullvad",
     "count": 3,
     "share": 0.5,
     "first": 1,
     "avg_pos": 1.7
    }
   ],
   "sources": [
    {
     "domain": "vpn.comparitech.com",
     "publisher": "Comparitech VPN Intelligence Platform",
     "count": 6,
     "share": 1
    },
    {
     "domain": "rtings.com",
     "publisher": "RTINGS.com",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "protonvpn.com",
     "publisher": "Proton VPN",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "top10vpn.com",
     "publisher": "Top10VPN",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "support.nordvpn.com",
     "publisher": "NordVPN Support",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "expressvpn.com",
     "publisher": "ExpressVPN",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "surfshark.com",
     "publisher": "Surfshark",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "auditedvpn.com",
     "publisher": "Clearward",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "security.org",
     "publisher": "Security.org",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "techradar.com",
     "publisher": "techradar.com",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "techrepublic.com",
     "publisher": "TechRepublic",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "neonpioneers.com",
     "publisher": "NeonPioneers",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "privacytestlab.com",
     "publisher": "PrivacyTestLab",
     "count": 1,
     "share": 0.167
    }
   ],
   "sources_total": 13,
   "stability": {
    "brands": 0.93,
    "sources": 0.61
   },
   "core": {
    "brands_all": 8,
    "brands_any": 9,
    "sources_all": 7,
    "sources_any": 15
   },
   "sponsored": [],
   "excerpt": {
    "prompt": "What is the best VPN right now?",
    "text": "There isn’t one objectively “best” VPN—the right choice depends on what you care about. As of September 2026, the strongest options are:\n\nMullvad — strongest choice if privacy/anonymity is your priority. It doesn't require an email address to create an account, minimizes personal information, and has a strong history of independent audits.\n\nNordVPN — strong all-around option if you want speed, lots of features, streaming, and an easy-to-use app. Its no-logs practices have been independently audited.\n\nProton VPN — particularly attractive if you want privacy plus a good free option. Its apps are open source, and Proton says its infrastructure passed a fifth consecutive annual no-logs audit in 2026.\n\nExpressVPN — another polished, beginner-friendly option with audited privacy infrastructure.\n\nMy practical shortlist\nIf you care most about…\tLook at\nMaximum privacy/anonymity\tMullvad\nBest all-around experience\tNordVPN\nFree VPN\tProton VPN Free\nSimplicity for beginners\tExpressVPN\n\nOne important caveat: a VPN doesn't make you anonymous on the internet. It mainly shifts trust from your ISP/network to the VPN provider and hides your IP address from sites you visit.\n\nIf you tell me whether you mainly want streaming, privacy, gaming, torrenting, travel/public Wi-Fi, or bypassing geographic restrictions, I can narrow it down to the most suitable option."
   }
  },
  {
   "slug": "mattresses",
   "name": "Mattresses",
   "answers": 6,
   "prompts": [
    {
     "id": "mattress-1",
     "prompt": "What is the best mattress for back pain?",
     "runs": 3
    },
    {
     "id": "mattress-2",
     "prompt": "What is the best mattress in a box?",
     "runs": 3
    }
   ],
   "brands": [
    {
     "name": "Helix Midnight Luxe",
     "count": 3,
     "share": 0.5,
     "first": 3,
     "avg_pos": 1
    },
    {
     "name": "Casper Original Hybrid",
     "count": 3,
     "share": 0.5,
     "first": 1,
     "avg_pos": 1.7
    },
    {
     "name": "Nolah Evolution Hybrid",
     "count": 3,
     "share": 0.5,
     "first": 0,
     "avg_pos": 3
    },
    {
     "name": "Brooklyn Bedding Signature Hybrid",
     "count": 3,
     "share": 0.5,
     "first": 0,
     "avg_pos": 3.3
    },
    {
     "name": "WinkBed",
     "count": 2,
     "share": 0.333,
     "first": 0,
     "avg_pos": 3
    },
    {
     "name": "Layla Hybrid",
     "count": 2,
     "share": 0.333,
     "first": 0,
     "avg_pos": 4.5
    },
    {
     "name": "Tuft & Needle Original",
     "count": 2,
     "share": 0.333,
     "first": 0,
     "avg_pos": 5.5
    },
    {
     "name": "Casper Original Foam",
     "count": 1,
     "share": 0.167,
     "first": 1,
     "avg_pos": 1
    },
    {
     "name": "Helix Dusk Luxe",
     "count": 1,
     "share": 0.167,
     "first": 1,
     "avg_pos": 1
    },
    {
     "name": "Saatva Classic",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 2
    },
    {
     "name": "Brookstone Lumbar Relief Hybrid",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 3
    },
    {
     "name": "TEMPUR-ProAdapt Medium",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 3
    },
    {
     "name": "GhostBed Signature Hybrid",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 3
    },
    {
     "name": "Avenco Airsea Medium-Firm Hybrid",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 4
    },
    {
     "name": "Serta Medium Mattress",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 4
    },
    {
     "name": "Zinus Comfort Support Hybrid",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 4
    },
    {
     "name": "DreamCloud Classic Hybrid",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 5
    },
    {
     "name": "Casper Original Mattress",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 7
    },
    {
     "name": "Nectar Premier",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 7
    },
    {
     "name": "Stumptown Hybrid Mattress",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 8
    },
    {
     "name": "Bear Elite Hybrid",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 8
    },
    {
     "name": "GhostBed Essential",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 9
    },
    {
     "name": "Plank Firm",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 9
    },
    {
     "name": "Allswell Hybrid Mattress",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 10
    }
   ],
   "sources": [
    {
     "domain": "pubmed.ncbi.nlm.nih.gov",
     "publisher": "PubMed",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "sleepfoundation.org",
     "publisher": "Sleep Foundation",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "link.springer.com",
     "publisher": "Springer",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "doi.org",
     "publisher": "DOI",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "tomsguide.com",
     "publisher": "Tom's Guide",
     "count": 1,
     "share": 0.167
    }
   ],
   "sources_total": 5,
   "stability": {
    "brands": 0.19,
    "sources": 0.61
   },
   "core": {
    "brands_all": 2,
    "brands_any": 26,
    "sources_all": 2,
    "sources_any": 5
   },
   "sponsored": [],
   "excerpt": {
    "prompt": "What is the best mattress for back pain?",
    "text": "If you mean low-back pain, the evidence points less to a particular brand and more to the firmness and support of the mattress.\n\nWhat to look for\n\nMedium-firm is the best-supported starting point. A 2026 systematic review of 47 studies found the most consistent benefit with medium-firm mattresses rather than very firm or very soft ones.\n\nAvoid assuming “firmer = better.” In a randomized trial of 313 people with chronic nonspecific low-back pain, medium-firm mattresses produced better pain and disability outcomes than firm mattresses.\n\nHybrid mattresses are worth considering because they can combine pressure-relieving foam with supportive coils, but the evidence doesn't establish one particular material as universally superior.\n\nIf you're a side sleeper, look for enough cushioning around the shoulders and hips while keeping your pelvis from sinking excessively. For a back sleeper, prioritize even support and a stable middle/lumbar area.\n\nCurrent options worth considering\nCasper Original Hybrid\n$1,495.00 · Target\nNolah Evolution 14 Hybrid\n$1,780.80 · Bed Bath and Beyond\nBrookstone Lumbar Relief Hybrid\n$384.00 · Walmart\nAvenco Airsea Medium-Firm Hybrid\n$268.00 · Walmart\n\nOf these, I'd focus on the medium-firm hybrid category, rather than choosing based on marketing claims about \"orthopedic\" or \"back-pain\" mattresses.\n\nIf you tell me your sleeping position (side/back/stomach), weig"
   }
  },
  {
   "slug": "running-shoes",
   "name": "Running shoes",
   "answers": 6,
   "prompts": [
    {
     "id": "shoes-1",
     "prompt": "What are the best running shoes for beginners?",
     "runs": 3
    },
    {
     "id": "shoes-2",
     "prompt": "What are the best cushioned running shoes for long runs?",
     "runs": 3
    }
   ],
   "brands": [
    {
     "name": "Hoka Clifton",
     "count": 4,
     "share": 0.667,
     "first": 0,
     "avg_pos": 2.5
    },
    {
     "name": "ASICS Gel-Nimbus",
     "count": 4,
     "share": 0.667,
     "first": 2,
     "avg_pos": 2.5
    },
    {
     "name": "Nike Vomero",
     "count": 3,
     "share": 0.5,
     "first": 2,
     "avg_pos": 2.3
    },
    {
     "name": "Brooks Ghost",
     "count": 3,
     "share": 0.5,
     "first": 2,
     "avg_pos": 3
    },
    {
     "name": "Hoka Bondi",
     "count": 3,
     "share": 0.5,
     "first": 0,
     "avg_pos": 4.3
    },
    {
     "name": "Saucony Ride",
     "count": 2,
     "share": 0.333,
     "first": 0,
     "avg_pos": 3
    },
    {
     "name": "Brooks Glycerin",
     "count": 2,
     "share": 0.333,
     "first": 0,
     "avg_pos": 3
    },
    {
     "name": "New Balance 1080",
     "count": 2,
     "share": 0.333,
     "first": 0,
     "avg_pos": 3
    },
    {
     "name": "New Balance 880",
     "count": 2,
     "share": 0.333,
     "first": 0,
     "avg_pos": 4
    },
    {
     "name": "ASICS Superblast",
     "count": 2,
     "share": 0.333,
     "first": 0,
     "avg_pos": 6.5
    },
    {
     "name": "ASICS Gel-Cumulus",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 3
    },
    {
     "name": "Hoka Arahi",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 3
    },
    {
     "name": "Brooks Adrenaline GTS",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 4
    },
    {
     "name": "On Cloudsurfer Max",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 4
    },
    {
     "name": "Saucony Triumph",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 4
    },
    {
     "name": "Nike Revolution",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 5
    },
    {
     "name": "Brooks Glycerin Max",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 5
    },
    {
     "name": "ASICS Novablast",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 6
    }
   ],
   "sources": [
    {
     "domain": "runnersworld.com",
     "publisher": "Runner's World",
     "count": 6,
     "share": 1
    },
    {
     "domain": "rtings.com",
     "publisher": "RTINGS.com",
     "count": 5,
     "share": 0.833
    },
    {
     "domain": "fleetfeet.com",
     "publisher": "Fleet Feet",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "runrepeat.com",
     "publisher": "#1 Athletic Shoe Review Site",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "solereview.com",
     "publisher": "Solereview",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "marathonsports.com",
     "publisher": "Marathon Sports",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "eatingwell.com",
     "publisher": "EatingWell",
     "count": 1,
     "share": 0.167
    }
   ],
   "sources_total": 7,
   "stability": {
    "brands": 0.38,
    "sources": 0.51
   },
   "core": {
    "brands_all": 4,
    "brands_any": 21,
    "sources_all": 3,
    "sources_any": 9
   },
   "sponsored": [],
   "excerpt": {
    "prompt": "What are the best running shoes for beginners?",
    "text": "If you're just starting out, look for a comfortable, cushioned daily trainer rather than a racing shoe. Current 2026 beginner-shoe guides consistently emphasize comfort, fit, cushioning, and versatility.\n\nMy shortlist\nBrooks Ghost 17\n$119.95 · SCHEELS\nSaucony Ride 19\n$145.00 · Nordstrom\nNew Balance Fresh Foam X 880 v15\n$119.99 · Nordstrom\nHOKA Clifton 10\n$123.97 · DICK’S Sporting Goods\nASICS GEL-NIMBUS 28\n$179.99 · DICK’S Sporting Goods\n\nBrooks Ghost 17 — A very straightforward first shoe: balanced cushioning, neutral support, and available in multiple widths. Runner's World specifically describes the Ghost as a good starting point for new runners.\n\nSaucony Ride 19 — A versatile option if you want something that feels a little more energetic while still being cushioned for easy running. Fleet Feet includes it among its 2026 beginner picks.\n\nNew Balance Fresh Foam X 880 v15 — Particularly worth considering if you need different width options or prefer a stable, predictable feel.\n\nHOKA Clifton 10 — Good if you like a softer, higher-cushion feel and a rocker that helps roll you forward; it's also recommended for run/walk beginners.\n\nASICS GEL-NIMBUS 28 — A maximum-cushion choice if comfort and impact protection are your priorities. It's heavier and less lively than some alternatives, so it's particularly suited to relaxed running.\n\nIf I were narrowing it to two pairs to try on fir"
   }
  },
  {
   "slug": "meal-kits",
   "name": "Meal kits",
   "answers": 6,
   "prompts": [
    {
     "id": "meal-1",
     "prompt": "What is the best meal kit delivery service?",
     "runs": 3
    },
    {
     "id": "meal-2",
     "prompt": "What is the cheapest meal kit that is still good?",
     "runs": 3
    }
   ],
   "brands": [
    {
     "name": "EveryPlate",
     "count": 6,
     "share": 1,
     "first": 1,
     "avg_pos": 2.8
    },
    {
     "name": "Home Chef",
     "count": 5,
     "share": 0.833,
     "first": 0,
     "avg_pos": 2.4
    },
    {
     "name": "HelloFresh",
     "count": 3,
     "share": 0.5,
     "first": 3,
     "avg_pos": 1
    },
    {
     "name": "Dinnerly",
     "count": 3,
     "share": 0.5,
     "first": 2,
     "avg_pos": 1.3
    },
    {
     "name": "Blue Apron",
     "count": 3,
     "share": 0.5,
     "first": 0,
     "avg_pos": 3
    },
    {
     "name": "Factor",
     "count": 3,
     "share": 0.5,
     "first": 0,
     "avg_pos": 5.7
    },
    {
     "name": "Green Chef",
     "count": 2,
     "share": 0.333,
     "first": 0,
     "avg_pos": 5
    },
    {
     "name": "Hungryroot",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 6
    },
    {
     "name": "CookUnity",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 7
    }
   ],
   "sources": [
    {
     "domain": "wired.com",
     "publisher": "WIRED",
     "count": 5,
     "share": 0.833
    },
    {
     "domain": "nbcnews.com",
     "publisher": "NBC News",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "thekitchn.com",
     "publisher": "Kitchn",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "healthline.com",
     "publisher": "Healthline",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "everyplate.com",
     "publisher": "everyplate.com",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "foodnetwork.com",
     "publisher": "Food Network",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "hellofresh.com",
     "publisher": "HelloFresh",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "aarp.org",
     "publisher": "AARP",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "seriouseats.com",
     "publisher": "Serious Eats",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "dinnerly.com",
     "publisher": "Dinnerly",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "mealfan.com",
     "publisher": "Mealfan",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "health.yahoo.com",
     "publisher": "health.yahoo.com",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "support.dinnerly.com",
     "publisher": "Dinnerly Help Center",
     "count": 1,
     "share": 0.167
    }
   ],
   "sources_total": 13,
   "stability": {
    "brands": 0.75,
    "sources": 0.45
   },
   "core": {
    "brands_all": 7,
    "brands_any": 11,
    "sources_all": 5,
    "sources_any": 15
   },
   "sponsored": [],
   "excerpt": {
    "prompt": "What is the best meal kit delivery service?",
    "text": "There isn’t one universal “best,” but for a traditional meal kit, HelloFresh is probably the strongest all-around choice right now. Current 2026 testing is split: Food Network names HelloFresh its best overall, while NBC Select picks Home Chef overall and The Kitchn picks Blue Apron.\n\nQuick comparison\n\nHelloFresh — Best all-around: lots of weekly choices, straightforward recipes, and good variety. Its current menu advertises 60+ weekly recipes.\n\nHome Chef — Best for customization: particularly useful if people in your household have different tastes or you want to swap proteins/choose different preparation styles.\n\nBlue Apron — Best if you actually enjoy cooking: testers particularly liked its ingredient quality, flavors, and recipes that build cooking skills.\n\nEveryPlate — Best budget option: simpler meals at a lower per-serving price.\n\nGreen Chef — Worth considering for organic ingredients and specific dietary preferences.\n\nFactor — Better if you mean meal delivery rather than meal kits: meals arrive prepared and just need reheating.\n\nMy practical recommendation: If you want to cook dinner but don't want to plan, shop, or measure ingredients, start with HelloFresh or Home Chef. If you tell me your budget, number of people, dietary preferences, and how much cooking you want to do, I can narrow it down to the best fit."
   }
  },
  {
   "slug": "robot-vacuums",
   "name": "Robot vacuums",
   "answers": 6,
   "prompts": [
    {
     "id": "robovac-1",
     "prompt": "What is the best robot vacuum for pet hair?",
     "runs": 3
    },
    {
     "id": "robovac-2",
     "prompt": "What is the best robot vacuum and mop combo?",
     "runs": 3
    }
   ],
   "brands": [
    {
     "name": "Roborock Saros 10R",
     "count": 5,
     "share": 0.833,
     "first": 1,
     "avg_pos": 1.8
    },
    {
     "name": "Dreame L40s Ultra",
     "count": 5,
     "share": 0.833,
     "first": 0,
     "avg_pos": 3.8
    },
    {
     "name": "Dreame X50 Ultra",
     "count": 4,
     "share": 0.667,
     "first": 3,
     "avg_pos": 1.2
    },
    {
     "name": "Roborock Qrevo Curv 2 Flow",
     "count": 2,
     "share": 0.333,
     "first": 1,
     "avg_pos": 2
    },
    {
     "name": "Dreame X60 Max Ultra Complete",
     "count": 1,
     "share": 0.167,
     "first": 1,
     "avg_pos": 1
    },
    {
     "name": "Dreame X60 Ultra",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 2
    },
    {
     "name": "Roborock Qrevo S ProX",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 3
    },
    {
     "name": "Ecovacs Deebot X11 OmniCyclone",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 3
    },
    {
     "name": "Ecovacs Deebot X9S Pro Omni",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 3
    },
    {
     "name": "Shark Matrix Self-Emptying",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 4
    },
    {
     "name": "eufy E28",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 4
    },
    {
     "name": "Roborock Qrevo S Pro",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 4
    },
    {
     "name": "Dreame L10s Ultra",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 4
    },
    {
     "name": "Ecovacs Deebot T50 Max Pro Omni",
     "count": 1,
     "share": 0.167,
     "first": 0,
     "avg_pos": 5
    }
   ],
   "sources": [
    {
     "domain": "vacuumwars.com",
     "publisher": "Vacuum Wars",
     "count": 5,
     "share": 0.833
    },
    {
     "domain": "rtings.com",
     "publisher": "RTINGS.com",
     "count": 5,
     "share": 0.833
    },
    {
     "domain": "techradar.com",
     "publisher": "TechRadar",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "tomsguide.com",
     "publisher": "Tom's Guide",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "goodhousekeeping.com",
     "publisher": "Good Housekeeping",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "thesmarthomehookup.com",
     "publisher": "The Smart Home Hookup",
     "count": 1,
     "share": 0.167
    }
   ],
   "sources_total": 6,
   "stability": {
    "brands": 0.36,
    "sources": 0.6
   },
   "core": {
    "brands_all": 3,
    "brands_any": 17,
    "sources_all": 2,
    "sources_any": 8
   },
   "sponsored": [],
   "excerpt": {
    "prompt": "What is the best robot vacuum for pet hair?",
    "text": "If pet hair is the priority, I’d narrow it to a few models rather than simply picking the most expensive robot.\n\nDreame X50 Ultra\n$1,099.99 · Dreame\nRoborock Saros 10R\n$999.99 · Wayfair\nRoborock Qrevo S ProX\n$549.00 · Sam's Club\nDreame L40s Ultra\n$499.99 · Best Buy\nMy pick: Dreame X50 Ultra\n\nFor a home with shedding dogs or cats, the Dreame X50 Ultra is one of the strongest choices right now. Independent testing found it particularly strong at pet-hair pickup, with Vacuum Wars measuring 97.5% pickup of flattened pet hair while also finding essentially no hair tangling in its test.\n\nIt also has:\n\nStrong carpet and hard-floor cleaning\n\nDual anti-tangle brushes\n\nSelf-emptying and self-cleaning dock\n\nExcellent obstacle avoidance\n\nRetractable legs that can handle unusually tall thresholds\n\nVacuuming and mopping\n\nThe current product listings I found put it around $900–$1,100, depending on the retailer and version.\n\nOne important caveat\n\nThe Roborock Saros 10R is an excellent robot overall, but pet-hair performance is more controversial. Vacuum Wars measured 91.5% pet-hair pickup, while RTINGS found it struggled with embedded hair in carpet and specifically recommends other models if pet hair is the main priority.\n\nSo if your house has lots of carpet and a heavy-shedding dog, I'd lean toward the X50 rather than the Saros 10R.\n\nIf you want to spend less\n\nThe Dreame L40s Ultra is worth "
   }
  },
  {
   "slug": "ai-visibility-tools",
   "name": "AI visibility tools",
   "answers": 6,
   "prompts": [
    {
     "id": "aivis-1",
     "prompt": "What are the best tools to track my brand's visibility in ChatGPT?",
     "runs": 3
    },
    {
     "id": "aivis-2",
     "prompt": "Profound vs Peec AI vs Otterly, which AI visibility tool is best?",
     "runs": 3
    }
   ],
   "brands": [
    {
     "name": "Otterly.AI",
     "count": 6,
     "share": 1,
     "first": 3,
     "avg_pos": 2
    },
    {
     "name": "Peec AI",
     "count": 6,
     "share": 1,
     "first": 0,
     "avg_pos": 2
    },
    {
     "name": "Profound",
     "count": 6,
     "share": 1,
     "first": 3,
     "avg_pos": 2
    },
    {
     "name": "Ahrefs Brand Radar",
     "count": 3,
     "share": 0.5,
     "first": 0,
     "avg_pos": 4
    },
    {
     "name": "Semrush AI Visibility",
     "count": 3,
     "share": 0.5,
     "first": 0,
     "avg_pos": 5
    },
    {
     "name": "SE Ranking",
     "count": 3,
     "share": 0.5,
     "first": 0,
     "avg_pos": 6
    }
   ],
   "sources": [
    {
     "domain": "peec.ai",
     "publisher": "peec.ai",
     "count": 4,
     "share": 0.667
    },
    {
     "domain": "launchit.fast",
     "publisher": "LaunchIt",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "pikaseo.com",
     "publisher": "PikaSEO",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "technologyadvice.com",
     "publisher": "TechnologyAdvice",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "tryprofound.com",
     "publisher": "tryprofound.com",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "geohats.com",
     "publisher": "GeoHats",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "marqeable.com",
     "publisher": "Marqeable",
     "count": 3,
     "share": 0.5
    },
    {
     "domain": "auditae.app",
     "publisher": "Auditae",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "linkeddit.com",
     "publisher": "linkeddit.com",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "toolsolved.com",
     "publisher": "Toolsolved",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "loudmink.ai",
     "publisher": "Loudmink",
     "count": 2,
     "share": 0.333
    },
    {
     "domain": "maxaeo.ai",
     "publisher": "MaxAEO",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "answermaniac.ai",
     "publisher": "AnswerManiac",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "otterly.ai",
     "publisher": "otterly.ai",
     "count": 1,
     "share": 0.167
    },
    {
     "domain": "mentionsapi.com",
     "publisher": "MentionsAPI",
     "count": 1,
     "share": 0.167
    }
   ],
   "sources_total": 15,
   "stability": {
    "brands": 1,
    "sources": 0.55
   },
   "core": {
    "brands_all": 9,
    "brands_any": 9,
    "sources_all": 6,
    "sources_any": 17
   },
   "sponsored": [],
   "excerpt": {
    "prompt": "What are the best tools to track my brand's visibility in ChatGPT?",
    "text": "If by “visibility in ChatGPT” you mean “When potential customers ask ChatGPT questions relevant to my category, does it mention, recommend, or cite my brand?”, there’s now a fairly mature category of AI-visibility/GEO tracking tools.\n\nMy shortlist\nTool\tBest fit\tWhat it tracks\tApprox. entry point*\nOtterly.AI\tSmall/mid-size teams\tChatGPT mentions, position, citations, sentiment + other AI engines\t~$29/mo\nPeec AI\tMarketing/SEO teams\tPrompt-level visibility, share of voice, competitors, citations\t~$85–95/mo\nProfound\tEnterprise\tDeep AI-search analytics, prompts, citations, sentiment, competitors\t~$99+/mo; enterprise plans higher\nAhrefs Brand Radar\tExisting Ahrefs users\tChatGPT + other AI engines, mentions/citations, competitive visibility\tPaid add-on\nSemrush AI Visibility\tExisting Semrush users\tAI visibility, prompts, competitors, citations\t~$99+/mo add-on\nSE Ranking\tSEO teams wanting GEO + SEO\tAI visibility alongside conventional rank tracking\t~$100/mo range\n\n*Prices change frequently; these are recent published/observed prices rather than quotes.\n\nWhat I'd look at first\n\n1. Otterly.AI — easiest place to start\n\nIt is relatively inexpensive and specifically built around repeatedly running prompts and measuring whether your brand appears. Recent comparisons put its entry plan around $29/month, with ChatGPT and several other AI search surfaces supported.\n\nGood if you want a simple das"
   }
  }
 ],
 "stability": {
  "brands": 0.71,
  "sources": 0.57
 },
 "sponsored_seen": 0,
 "core": {
  "brands_all": 61,
  "brands_any": 128,
  "sources_all": 41,
  "sources_any": 110
 },
 "license": "CC BY 4.0",
 "attribution": "Visibility Index",
 "method": "/method/"
}