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DABYTE AI Visibility Index

ai.dabyte/visibility-index · v1.0.1

Measured by MCP Station

Description written by the publisher, not verified

Measured share of answer for 20 SaaS brands. An open dataset, not an audit of your site.

Connect

claude mcp add --transport http visibility-index https://dabyte.ai/mcp

{
  "mcpServers": {
    "visibility-index": {
      "url": "https://dabyte.ai/mcp"
    }
  }
}

Tools as reported by the server

• get_visibility_index
  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. Use this when the ques
• get_brand_visibility
  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. Use 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_visi
• list_tracked_brands
  The names and slugs of every brand in the DABYTE index — a lookup table, nothing else. No scores, no ranks. Use 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. Do NOT use it when you want figures — get_visibility_inde
• get_history
  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. Use this for any question about change — is a brand rising, when did it enter the index, how volatile is the category. Two limits decide whether
• get_methodology
  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. Call this before quoting a number

Repository · Website · JSON · Text for agents · Registry updated 2026-08-05