{
  "title": "AI Visibility Tools Compared (2026): Who Tracks, Who Fixes, Who Serves, With Prices",
  "url": "https://rozz.site/insights/ai-visibility-tools-compared.html",
  "publisher": "Rozz (one of the products listed)",
  "read_on": "2026-11-12",
  "reuse": "Free to copy with a link to the page and the date of the data",
  "products": [
    {
      "product": "Profound",
      "group": "Track",
      "tracks": "Yes",
      "fixes": "Partly: agents draft content and publish it to your CMS after approval",
      "serves": "No",
      "managed_or_self_serve": "Self-serve trial, then sales",
      "entry_price_text": "Free 7-day trial. Paid plan: not public (Enterprise is \"Custom\")",
      "entry_price_usd_per_month": null,
      "price_readable_without_javascript": "No paid price to read. \"Free\" trial and \"Custom\" Enterprise only",
      "source_url": "https://www.tryprofound.com/pricing",
      "read_on": "2026-11-12"
    },
    {
      "product": "Otterly.AI",
      "group": "Track",
      "tracks": "Yes",
      "fixes": "No: a GEO audit and recommendations",
      "serves": "No",
      "managed_or_self_serve": "Self-serve",
      "entry_price_text": "$29 a month (Lite), $189 (Standard), $489 (Premium)",
      "entry_price_usd_per_month": 29,
      "price_readable_without_javascript": "Not tested: the site closed the connection on a plain request. Prices show in a browser",
      "source_url": "https://otterly.ai/pricing",
      "read_on": "2026-11-12"
    },
    {
      "product": "Peec AI",
      "group": "Track",
      "tracks": "Yes",
      "fixes": "No: reports and suggested actions",
      "serves": "No",
      "managed_or_self_serve": "Self-serve",
      "entry_price_text": "$95 a month (Starter), $245 (Pro), $495 (Advanced)",
      "entry_price_usd_per_month": 95,
      "price_readable_without_javascript": "Yes",
      "source_url": "https://peec.ai/pricing",
      "read_on": "2026-11-12"
    },
    {
      "product": "Semrush AI Visibility Toolkit",
      "group": "Track",
      "tracks": "Yes",
      "fixes": "No",
      "serves": "No",
      "managed_or_self_serve": "Self-serve",
      "entry_price_text": "$99 a month: 1 domain, 25 tracked prompts. No free trial",
      "entry_price_usd_per_month": 99,
      "price_readable_without_javascript": "Yes on the help page. The main pricing page shows no price without JavaScript, and in a browser it lists bundles from $139 a month, not the toolkit alone",
      "source_url": "https://www.semrush.com/kb/1493-ai-visibility-toolkit",
      "read_on": "2026-11-12"
    },
    {
      "product": "Ahrefs Brand Radar",
      "group": "Track",
      "tracks": "Yes",
      "fixes": "No",
      "serves": "No",
      "managed_or_self_serve": "Self-serve",
      "entry_price_text": "From $199 a month. Custom prompt packages from $50 a month",
      "entry_price_usd_per_month": 199,
      "price_readable_without_javascript": "Yes",
      "source_url": "https://ahrefs.com/pricing",
      "read_on": "2026-11-12"
    },
    {
      "product": "AthenaHQ",
      "group": "Fix",
      "tracks": "Yes",
      "fixes": "Yes: a content optimization agent, on-page and off-page actions",
      "serves": "Partly: manages robots.txt and llms.txt",
      "managed_or_self_serve": "Self-serve",
      "entry_price_text": "Free plan (Essential), then $295 a month (Starter)",
      "entry_price_usd_per_month": 295,
      "price_readable_without_javascript": "Yes",
      "source_url": "https://www.athenahq.ai/pricing",
      "read_on": "2026-11-12"
    },
    {
      "product": "Scrunch",
      "group": "Serve",
      "tracks": "Yes",
      "fixes": "Partly: page optimizations and site audits",
      "serves": "Yes: Agent Pages, delivered at the CDN. On the Enterprise plan",
      "managed_or_self_serve": "Core plan is self-serve. Enterprise through sales",
      "entry_price_text": "$250 a month (Core), 7-day free trial. Enterprise, which includes the Agent Experience Platform: not public",
      "entry_price_usd_per_month": 250,
      "price_readable_without_javascript": "Yes for the Core plan. No price exists for Enterprise",
      "source_url": "https://scrunch.com/pricing",
      "read_on": "2026-11-12"
    },
    {
      "product": "Writesonic",
      "group": "Fix",
      "tracks": "Yes",
      "fixes": "Yes: AI articles and site audits. Action Center trial on the Growth plan",
      "serves": "No",
      "managed_or_self_serve": "Self-serve",
      "entry_price_text": "$79 a month billed annually (Starter). The page says annual billing saves $240 a year",
      "entry_price_usd_per_month": 79,
      "price_readable_without_javascript": "Yes, the annual-billing price",
      "source_url": "https://writesonic.com/pricing",
      "read_on": "2026-11-12"
    },
    {
      "product": "AirOps",
      "group": "Fix",
      "tracks": "Yes",
      "fixes": "Yes: content workflows with CMS integrations",
      "serves": "No",
      "managed_or_self_serve": "Self-serve, 14-day free trial",
      "entry_price_text": "Not public: plans are named, with no dollar figure",
      "entry_price_usd_per_month": null,
      "price_readable_without_javascript": "No price to read",
      "source_url": "https://www.airops.com/pricing",
      "read_on": "2026-11-12"
    },
    {
      "product": "Ryze AI",
      "group": "Fix",
      "tracks": "Not stated",
      "fixes": "Yes: updates the site and builds pages",
      "serves": "Not stated",
      "managed_or_self_serve": "Self-serve",
      "entry_price_text": "$129 a month (SEO Starter), $599 (Traffic Printer)",
      "entry_price_usd_per_month": 129,
      "price_readable_without_javascript": "Yes",
      "source_url": "https://www.get-ryze.ai/pricing",
      "read_on": "2026-11-12"
    },
    {
      "product": "Readable",
      "group": "Fix",
      "tracks": "Yes",
      "fixes": "Yes: creates and publishes pages through a site integration",
      "serves": "Not stated",
      "managed_or_self_serve": "Free plan is self-serve. Scale goes through sales",
      "entry_price_text": "Free plan, then $499 a month (Starter), $999 (Growth), $2,499 and up (Scale)",
      "entry_price_usd_per_month": 499,
      "price_readable_without_javascript": "Yes",
      "source_url": "https://www.tryreadable.ai/pricing",
      "read_on": "2026-11-12"
    },
    {
      "product": "Publive AXP",
      "group": "Serve",
      "tracks": "Yes",
      "fixes": "Yes: content changes per URL",
      "serves": "Yes: an AI-only view of your pages, at the CDN",
      "managed_or_self_serve": "AXP Edge is self-serve. AI Streams publishes content for you",
      "entry_price_text": "$499 a month (AXP Edge Growth). AI Streams: $999 (Starter), $1,799, $3,499",
      "entry_price_usd_per_month": 499,
      "price_readable_without_javascript": "Yes",
      "source_url": "https://axp.thepublive.com/pricing",
      "read_on": "2026-11-12"
    },
    {
      "product": "Mersel AI",
      "group": "Serve",
      "tracks": "Yes",
      "fixes": "Yes: publishes pages and builds links for you",
      "serves": "Yes: an AI-optimized version of key pages, one DNS change",
      "managed_or_self_serve": "Managed",
      "entry_price_text": "$1,800 a month (Growth), $3,200 (Scale), sold as 6-month sprints",
      "entry_price_usd_per_month": 1800,
      "price_readable_without_javascript": "Yes",
      "source_url": "https://www.mersel.ai/pricing",
      "read_on": "2026-11-12"
    },
    {
      "product": "Appear",
      "group": "Serve",
      "tracks": "Yes",
      "fixes": "Yes: prepares and maintains the content with you",
      "serves": "Yes: a hosted \"Agent Website\"",
      "managed_or_self_serve": "Managed",
      "entry_price_text": "Not public",
      "entry_price_usd_per_month": null,
      "price_readable_without_javascript": "No price to read",
      "source_url": "https://joinappear.com",
      "read_on": "2026-11-12"
    },
    {
      "product": "LightSite AI",
      "group": "Serve",
      "tracks": "Yes",
      "fixes": "Yes: an agent drafts the work and you approve each step",
      "serves": "Yes: publishes structured, machine-readable business information",
      "managed_or_self_serve": "Self-serve, 7-day free trial",
      "entry_price_text": "$129 a month billed annually (Foundation), $299 (Pro). Enterprise: custom",
      "entry_price_usd_per_month": 129,
      "price_readable_without_javascript": "No. The prices are not in the page without JavaScript. They show in a browser",
      "source_url": "https://www.lightsite.ai/pricing",
      "read_on": "2026-11-12"
    },
    {
      "product": "Cloudflare Markdown for Agents",
      "group": "Setting",
      "tracks": "No",
      "fixes": "No",
      "serves": "Partly: converts your existing pages to Markdown on request",
      "managed_or_self_serve": "Self-serve setting",
      "entry_price_text": "No extra cost on Cloudflare Pro, Business and Enterprise plans",
      "entry_price_usd_per_month": 0,
      "price_readable_without_javascript": "Yes",
      "source_url": "https://developers.cloudflare.com/fundamentals/reference/markdown-for-agents/",
      "read_on": "2026-11-12"
    },
    {
      "product": "Rozz",
      "group": "Serve",
      "tracks": "Yes: prompt tracking, AI reads from server logs, and an agent buying test",
      "fixes": "Yes: Q&A authoring with editorial controls",
      "serves": "Yes: a dedicated AI site on your own subdomain, refreshed every two days",
      "managed_or_self_serve": "Managed",
      "entry_price_text": "$997 a month, one plan, no setup fee. New customers: $2,400 for the first three months, with two audits",
      "entry_price_usd_per_month": 997,
      "price_readable_without_javascript": "Yes",
      "source_url": "https://rozz.site/pricing",
      "read_on": "2026-11-12"
    }
  ]
}