DABYTE AI Visibility Index

{
  "id": "aix_38916ea880",
  "name": "DABYTE AI Visibility Index",
  "operator": "(unclaimed - source: registry-official · publisher: ai.dabyte)",
  "description": "Measured share of answer for 20 SaaS brands. An open dataset, not an audit of your site.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-24",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "general-tools"
  ],
  "protocols": {
    "mcp": "https://dabyte.ai/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 3993,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 41,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-24T18:01:09.091Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://dabyte.ai/"
    },
    {
      "label": "repository",
      "url": "https://github.com/creanlab/ai-visibility-index"
    }
  ],
  "avatar": "https://github.com/creanlab.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/creanlab"
    }
  ],
  "profile": {
    "mcp_server": "dabyte-ai-visibility",
    "mcp_version": "1.0.0",
    "tool_count": 5,
    "tools": [
      {
        "name": "get_visibility_index",
        "description": "The whole current release in one call: every tracked brand in SaaS & AI tools with its rank, share of answer overall and per engine, commercial intent and quadrant. Share of answer is the percentage of a fixed panel of category buyer prompts in which an engine names the brand.\n\nUse this when the question is about the field — who leads, who is absent, how the category looks. It is one response of roughly 8 KB for 20 brands, so prefer it over calling get_brand_visibility repeatedly.\n\nDo NOT use it for one named brand (get_brand_visibility is the direct answer), for movement over time (get_histor"
      },
      {
        "name": "get_brand_visibility",
        "description": "One brand's standing in the current DABYTE release: share of answer per engine, rank, quadrant, how many panel prompts name it, and which ones.\n\nUse this when a specific brand is named. Takes a slug, not a display name — call list_tracked_brands first if you are unsure, or read the slug from get_visibility_index.\n\nAn unknown slug is not a failure to hide: the error names every valid slug, so a second attempt can succeed. A brand absent from the index has not been measured at all, which is different from a measured zero. Only SaaS & AI tools brands are tracked. For the field as a whole use get_"
      },
      {
        "name": "list_tracked_brands",
        "description": "The names and slugs of every brand in the DABYTE index — a lookup table, nothing else. No scores, no ranks.\n\nUse it for two things: to turn a brand name into the slug get_brand_visibility needs, and to answer whether a brand is tracked at all.\n\nDo NOT use it when you want figures — get_visibility_index returns the same brands with their full measurements in a single call, so calling this one first is a wasted round trip. Absence here means the brand is not measured, not that it scores zero. Covers SaaS & AI tools only; the sibling index at dablock.ai covers the other niche.\n\nRe-measured weekly"
      },
      {
        "name": "get_history",
        "description": "Every DABYTE release ever published, as a series per brand: share of answer at each weekly measurement with the date and panel version it was taken under.\n\nUse this for any question about change — is a brand rising, when did it enter the index, how volatile is the category.\n\nTwo limits decide whether an answer is honest. Figures are comparable only WITHIN a panel version: the panel is frozen between releases and a version change alters the denominator, so a difference across that boundary is not a trend. And small moves sit inside language-model noise: since panel v3 (2026-08-10) each prompt r"
      },
      {
        "name": "get_methodology",
        "description": "The rules behind every figure this server returns: the exact prompt panel and its version, which engines were measured, how share of answer is scored and rounded, the resolution of the scale in percentage points, and the editorial firewall and ownership disclosure.\n\nCall this before quoting a number as evidence, before comparing two releases, or whenever a user asks how the measurement was made or who publishes it. It is the only tool that tells you how much of a difference is meaningful, which is what stops a one-step wobble being reported as a movement.\n\nIt returns rules, not figures — no br"
      }
    ],
    "profiled_at": "2026-09-24T18:01:09.091Z"
  },
  "unreachable": false
}