DABYTE AI Visibility Index
Measured share of answer for 20 SaaS brands. An open dataset, not an audit of your site.
Connect it
Settings → Connectors → Add custom connector
URL: https://dabyte.ai/mcpSettings → Apps & Connectors → Advanced → Developer mode
Create connector with URL: https://dabyte.ai/mcp{
"mcpServers": {
"visibility-index": {
"url": "https://dabyte.ai/mcp"
}
}
}claude mcp add --transport http visibility-index https://dabyte.ai/mcp{
"servers": {
"visibility-index": {
"type": "http",
"url": "https://dabyte.ai/mcp"
}
}
}5 tools, verified live
get_visibility_indexread-onlyThe 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 question is about the field — who leads, who is absent, how the category looks. It is one response of r
get_brand_visibilityread-onlyOne 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_visibility_index. An unknown slug is not a failure to hide: the error names every valid slug, so a sec
list_tracked_brandsread-onlyThe 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_index returns the same brands with their full measurements in a single call, so calling this one first
get_historyread-onlyEvery 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 an answer is honest. Figures are comparable only WITHIN a panel version: the panel is frozen betwe
get_methodologyread-onlyThe 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 as evidence, before comparing two releases, or whenever a user asks how the measurement was made or
Alternatives in Databases & Data
Compare →
Accredible MCP by usefulapiB
Read Accredible credentials, groups, designs, analytics, skills; issue one credential as a draft.
Buttondown MCP by usefulapiB
Read Buttondown subscribers, emails, analytics and automations; add subscribers; write email drafts.
Pirsch Analytics MCP by usefulapiB
Read Pirsch web analytics: visitors, pages, referrers, UTM, events, funnels and sessions.
Simple Analytics MCP by usefulapiB
Read Simple Analytics stats: pageviews, visitors, pages, referrers, events and data exports.
Fathom Analytics MCP by usefulapiB
Query Fathom Analytics sites, stats, current visitors and events, and manage sites and events.
UpCloud MCP by usefulapiB
Inspect servers, storage, networks, databases and billing, and start, stop or back up servers.