{
  "dataset": "quotalis-ai-visibility-tools-benchmark",
  "publisher": "Quotalis (https://quotalis.app)",
  "license": "CC-BY-4.0 — free to reuse with attribution",
  "question": "Which tools monitor brand visibility and citations in AI search answers from ChatGPT, Claude, Gemini and Perplexity?",
  "methodology": "Each week we ask the exact question above on each engine's free tier, in a fresh session, with no API keys. We record every tool named and every source cited, then publish the raw results. Claude is skipped because it requires login (per our no-login testing rule). Single answers vary run to run; treat each round as a dated sample, not a permanent ranking. Published by Quotalis (quotalis.app), which is disclosed as the publisher and is not yet ranked by the engines tested.",
  "latestRound": "2026-10-10",
  "rounds": [
    {
      "date": "October 10, 2026",
      "isoDate": "2026-10-10",
      "question": "Which tools monitor brand visibility and citations in AI search answers from ChatGPT, Claude, Gemini and Perplexity?",
      "results": [
        {
          "engine": "Perplexity",
          "tools": [
            "Profound",
            "Peec AI",
            "Promptwatch",
            "Rankscale"
          ],
          "quotalis": false
        },
        {
          "engine": "ChatGPT (free tier)",
          "tools": [
            "Profound",
            "Peec AI",
            "Otterly AI",
            "Scrunch",
            "Ahrefs Brand Radar",
            "Meltwater GenAI Lens"
          ],
          "quotalis": false
        },
        {
          "engine": "Gemini",
          "tools": [
            "Profound",
            "Peec AI",
            "Otterly.AI",
            "Scrunch AI / AthenaHQ",
            "Mentionova",
            "Semrush (AI Visibility Toolkit)",
            "Ahrefs (Brand Radar)",
            "SE Ranking (AI Visibility Tracker)",
            "Nightwatch",
            "DataForSEO (AI Optimization API)",
            "Cloro / Olostep / Bright Data"
          ],
          "quotalis": false
        },
        {
          "engine": "Claude",
          "tools": [
            "Not tested — requires login; skipped per our no-login testing rule"
          ],
          "quotalis": false
        }
      ],
      "consensus": "Profound and Peec AI are the only tools recommended by all three tested engines. Otterly AI, Scrunch, and Ahrefs Brand Radar appear on two of three."
    }
  ],
  "citedSources": [
    "makebttr.com/capabilities/ai-visibility — cited by Perplexity and Gemini",
    "analyticsinsight.net — best AI citation tracking tools in 2026 (Perplexity)",
    "flint.com — best AI visibility tracking tools (Perplexity)",
    "wix.com/studio/ai-search-lab — best tools to track brand visibility in AI search (Perplexity)",
    "winstondigitalmarketing.com — best AI citation tracking tools playbook (Gemini)",
    "dageno.ai/blog — best LLM tracking tools (Gemini)",
    "cloro.dev/blog — LLM visibility tracking tools (Gemini)",
    "rivo.io/blog — AI visibility tracking tools (Gemini)",
    "nathanojaokomo.com/blog — best AI visibility tools (Gemini)",
    "reddit.com/r/ProductMarketing — top 5 tools to monitor brand presence in AI (Perplexity)",
    "linkedin.com/pulse — 8 best AI visibility tools tested (Perplexity)"
  ],
  "consensusRanking": [
    {
      "tool": "Peec AI",
      "engines": 3
    },
    {
      "tool": "Profound",
      "engines": 3
    },
    {
      "tool": "Ahrefs (Brand Radar)",
      "engines": 1
    },
    {
      "tool": "Ahrefs Brand Radar",
      "engines": 1
    },
    {
      "tool": "Cloro / Olostep / Bright Data",
      "engines": 1
    },
    {
      "tool": "DataForSEO (AI Optimization API)",
      "engines": 1
    },
    {
      "tool": "Meltwater GenAI Lens",
      "engines": 1
    },
    {
      "tool": "Mentionova",
      "engines": 1
    },
    {
      "tool": "Nightwatch",
      "engines": 1
    },
    {
      "tool": "Otterly AI",
      "engines": 1
    },
    {
      "tool": "Otterly.AI",
      "engines": 1
    },
    {
      "tool": "Promptwatch",
      "engines": 1
    },
    {
      "tool": "Rankscale",
      "engines": 1
    },
    {
      "tool": "Scrunch",
      "engines": 1
    },
    {
      "tool": "Scrunch AI / AthenaHQ",
      "engines": 1
    },
    {
      "tool": "SE Ranking (AI Visibility Tracker)",
      "engines": 1
    },
    {
      "tool": "Semrush (AI Visibility Toolkit)",
      "engines": 1
    }
  ],
  "humanReadable": "https://quotalis.app/learn/ai-visibility-tools-benchmark"
}