DABYTE AI Visibility Index
mcp remote · streamable-http · v1.0.1 · source: crawl
https://dabyte.ai/mcp
https://github.com/creanlab/ai-visibility-index
Measured share of answer for 20 SaaS brands. An open dataset, not an audit of your site.
Works
100
Verified Oct 31, 2026 · p50 371 ms · p95 379 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'dabyte-ai-visibility' |
| tools_listed | 15 | pass | 5 tools |
| schema_complete | 15 | pass | 5 of 5 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 371 ms |
| latency_p95 | 5 | pass | p95 379 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (5)
| Name | Description | Schema |
|---|---|---|
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 o | typed |
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, | typed |
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 t | typed |
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 | typed |
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 percen | typed |
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[](https://app.agent-xm.com/a/ai-dabyte-visibility-index)
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