{
  "source": "DABYTE rankings, dabyte.ai",
  "measured_at": "2026-08-01",
  "engines": [
    "openai",
    "perplexity"
  ],
  "note": "Each ranking is a sort of the same measured dataset. Rankings reflect how often answer engines name a brand, not product quality, and placement cannot be purchased.",
  "license": "CC-BY-4.0",
  "rankings": {
    "most-visible": {
      "title": "Most visible in AI answers",
      "question": "Which SaaS & AI Tools brands do AI assistants name most often?",
      "url": "https://dabyte.ai/rankings/most-visible/",
      "items": [
        {
          "rank": 1,
          "brand": "Notion",
          "value": "41.7%",
          "visibility_score": 41.7,
          "per_engine": {
            "openai": 41.7,
            "perplexity": 41.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 2,
          "brand": "Zapier",
          "value": "33.4%",
          "visibility_score": 33.4,
          "per_engine": {
            "openai": 25.0,
            "perplexity": 41.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 3,
          "brand": "Slack",
          "value": "33.3%",
          "visibility_score": 33.3,
          "per_engine": {
            "openai": 33.3,
            "perplexity": 33.3
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 4,
          "brand": "HubSpot",
          "value": "29.2%",
          "visibility_score": 29.2,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 41.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 5,
          "brand": "Salesforce",
          "value": "29.1%",
          "visibility_score": 29.1,
          "per_engine": {
            "openai": 33.3,
            "perplexity": 25.0
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 6,
          "brand": "Figma",
          "value": "16.7%",
          "visibility_score": 16.7,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 16.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 7,
          "brand": "GitHub Copilot",
          "value": "16.7%",
          "visibility_score": 16.7,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 16.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 8,
          "brand": "ClickUp",
          "value": "12.5%",
          "visibility_score": 12.5,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 16.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 9,
          "brand": "Intercom",
          "value": "12.5%",
          "visibility_score": 12.5,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 8.3
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 10,
          "brand": "Linear",
          "value": "12.5%",
          "visibility_score": 12.5,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 8.3
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 11,
          "brand": "Miro",
          "value": "12.5%",
          "visibility_score": 12.5,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 8.3
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 12,
          "brand": "Monday.com",
          "value": "12.5%",
          "visibility_score": 12.5,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 16.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 13,
          "brand": "Airtable",
          "value": "8.3%",
          "visibility_score": 8.3,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 8.3
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 14,
          "brand": "Amplitude",
          "value": "8.3%",
          "visibility_score": 8.3,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 8.3
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 15,
          "brand": "Asana",
          "value": "8.3%",
          "visibility_score": 8.3,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 8.3
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 16,
          "brand": "Jasper",
          "value": "8.3%",
          "visibility_score": 8.3,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 8.3
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 17,
          "brand": "Otter.ai",
          "value": "8.3%",
          "visibility_score": 8.3,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 8.3
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 18,
          "brand": "Retool",
          "value": "4.2%",
          "visibility_score": 4.2,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 0.0
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 19,
          "brand": "Webflow",
          "value": "4.2%",
          "visibility_score": 4.2,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 0.0
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 20,
          "brand": "Copy.ai",
          "value": "0.0%",
          "visibility_score": 0.0,
          "per_engine": {
            "openai": 0.0,
            "perplexity": 0.0
          },
          "quadrant": "Low performance"
        }
      ]
    },
    "invisible-despite-demand": {
      "title": "Invisible despite demand",
      "question": "Which SaaS & AI Tools brands have high buyer intent but low presence in AI answers?",
      "url": "https://dabyte.ai/rankings/invisible-despite-demand/",
      "items": [
        {
          "rank": 1,
          "brand": "Asana",
          "value": "61",
          "visibility_score": 8.3,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 8.3
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 2,
          "brand": "Webflow",
          "value": "60",
          "visibility_score": 4.2,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 0.0
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 3,
          "brand": "Airtable",
          "value": "60",
          "visibility_score": 8.3,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 8.3
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 4,
          "brand": "GitHub Copilot",
          "value": "59",
          "visibility_score": 16.7,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 16.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 5,
          "brand": "Monday.com",
          "value": "58",
          "visibility_score": 12.5,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 16.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 6,
          "brand": "Retool",
          "value": "58",
          "visibility_score": 4.2,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 0.0
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 7,
          "brand": "Intercom",
          "value": "58",
          "visibility_score": 12.5,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 8.3
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 8,
          "brand": "Figma",
          "value": "57",
          "visibility_score": 16.7,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 16.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 9,
          "brand": "Salesforce",
          "value": "56",
          "visibility_score": 29.1,
          "per_engine": {
            "openai": 33.3,
            "perplexity": 25.0
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 10,
          "brand": "Copy.ai",
          "value": "55",
          "visibility_score": 0.0,
          "per_engine": {
            "openai": 0.0,
            "perplexity": 0.0
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 11,
          "brand": "Miro",
          "value": "54",
          "visibility_score": 12.5,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 8.3
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 12,
          "brand": "ClickUp",
          "value": "54",
          "visibility_score": 12.5,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 16.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 13,
          "brand": "HubSpot",
          "value": "53",
          "visibility_score": 29.2,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 41.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 14,
          "brand": "Jasper",
          "value": "53",
          "visibility_score": 8.3,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 8.3
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 15,
          "brand": "Amplitude",
          "value": "52",
          "visibility_score": 8.3,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 8.3
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 16,
          "brand": "Linear",
          "value": "50",
          "visibility_score": 12.5,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 8.3
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 17,
          "brand": "Otter.ai",
          "value": "44",
          "visibility_score": 8.3,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 8.3
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 18,
          "brand": "Zapier",
          "value": "39",
          "visibility_score": 33.4,
          "per_engine": {
            "openai": 25.0,
            "perplexity": 41.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 19,
          "brand": "Slack",
          "value": "37",
          "visibility_score": 33.3,
          "per_engine": {
            "openai": 33.3,
            "perplexity": 33.3
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 20,
          "brand": "Notion",
          "value": "36",
          "visibility_score": 41.7,
          "per_engine": {
            "openai": 41.7,
            "perplexity": 41.7
          },
          "quadrant": "Niche (visibility gap)"
        }
      ]
    },
    "biggest-movers": {
      "title": "Biggest movers since the last measurement",
      "question": "Which SaaS & AI Tools brands gained or lost the most visibility in AI answers?",
      "url": "https://dabyte.ai/rankings/biggest-movers/",
      "items": [
        {
          "rank": 1,
          "brand": "Notion",
          "value": "+20.8",
          "visibility_score": 41.7,
          "per_engine": {
            "openai": 41.7,
            "perplexity": 41.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 2,
          "brand": "Zapier",
          "value": "+12.6",
          "visibility_score": 33.4,
          "per_engine": {
            "openai": 25.0,
            "perplexity": 41.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 3,
          "brand": "Linear",
          "value": "+8.3",
          "visibility_score": 12.5,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 8.3
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 4,
          "brand": "Slack",
          "value": "+8.3",
          "visibility_score": 33.3,
          "per_engine": {
            "openai": 33.3,
            "perplexity": 33.3
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 5,
          "brand": "Salesforce",
          "value": "+8.2",
          "visibility_score": 29.1,
          "per_engine": {
            "openai": 33.3,
            "perplexity": 25.0
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 6,
          "brand": "HubSpot",
          "value": "+4.2",
          "visibility_score": 29.2,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 41.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 7,
          "brand": "Webflow",
          "value": "+4.2",
          "visibility_score": 4.2,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 0.0
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 8,
          "brand": "Airtable",
          "value": "+4.1",
          "visibility_score": 8.3,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 8.3
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 9,
          "brand": "ClickUp",
          "value": "-4.1",
          "visibility_score": 12.5,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 16.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 10,
          "brand": "Otter.ai",
          "value": "+4.1",
          "visibility_score": 8.3,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 8.3
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 11,
          "brand": "Amplitude",
          "value": "+0.0",
          "visibility_score": 8.3,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 8.3
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 12,
          "brand": "Asana",
          "value": "+0.0",
          "visibility_score": 8.3,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 8.3
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 13,
          "brand": "Copy.ai",
          "value": "+0.0",
          "visibility_score": 0.0,
          "per_engine": {
            "openai": 0.0,
            "perplexity": 0.0
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 14,
          "brand": "Figma",
          "value": "+0.0",
          "visibility_score": 16.7,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 16.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 15,
          "brand": "GitHub Copilot",
          "value": "+0.0",
          "visibility_score": 16.7,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 16.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 16,
          "brand": "Intercom",
          "value": "+0.0",
          "visibility_score": 12.5,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 8.3
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 17,
          "brand": "Jasper",
          "value": "+0.0",
          "visibility_score": 8.3,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 8.3
          },
          "quadrant": "Low performance"
        },
        {
          "rank": 18,
          "brand": "Miro",
          "value": "+0.0",
          "visibility_score": 12.5,
          "per_engine": {
            "openai": 16.7,
            "perplexity": 8.3
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 19,
          "brand": "Monday.com",
          "value": "+0.0",
          "visibility_score": 12.5,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 16.7
          },
          "quadrant": "Niche (visibility gap)"
        },
        {
          "rank": 20,
          "brand": "Retool",
          "value": "+0.0",
          "visibility_score": 4.2,
          "per_engine": {
            "openai": 8.3,
            "perplexity": 0.0
          },
          "quadrant": "Low performance"
        }
      ]
    }
  }
}