MCP tools

get_visibility_score

Get the latest Visibility Score for an asset, with its component breakdown and each value's provenance (measured / estimated / derived).

When to use it

  • Use it when: You need the composite, or the reason it is held, with each pillar's provenance.
  • Not when: You need what to change; that is list_findings and list_recommendations.

Parameters

NameTypeRequiredDescription
assetIdstringyesThe Visibility Asset UUID to query.

What comes back

Every field this tool can return. Checked against the handler on a real database in the test suite, not typed from memory.

FieldMeaning
assetIdThe asset asked about, echoed back.
dataStatusOne of ok, not_measured or empty_filter. not_measured means no measurement of this kind exists yet, which is not zero; empty_filter means data exists and your filter matched none of it.
hrefThe dashboard page that holds the evidence behind this result, for the right site. A signed-in person can open it; quote it beside the numbers.
availableFalse when no analysis snapshot exists; only a note follows then.
noteWhy nothing is returned: no analysis snapshot yet.
collectedAtWhen the snapshot these values come from was collected. Absent when there is no snapshot.
visibilityScoreThe composite, or null while it is held. Never an average of two pillars.
coveragemeasured and total: how many pillars are genuinely measured out of the total.
heldTrue when too few pillars are measured for a composite to be honest.
heldExplanationPresent only while held: the sentence to quote instead of a score.
componentsEvery pillar with key, value, provenance and confidence. Estimated pillars stay listed and labelled.

What comes back with the number

Shares arrive with the sample size behind them and a 95% Wilson interval. Values carry a provenance of measured, estimated or derived. A pillar that was not measured reports as not measured rather than as zero, and the composite Visibility Score is held until at least 5 of its 7 pillars are measured.

Example request

The wire shape, from the schema. Every argument is a placeholder.

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_visibility_score",
    "arguments": {
      "assetId": "<assetId from list_assets>"
    }
  }
}

What dataStatus means

  • ok: There is at least one result, or a measured zero.
  • not_measured: No measurement of this kind exists yet for the asset. Not zero, and not a broken connection.
  • empty_filter: Data exists, and the filter you passed matched none of it. Retry without the filter.

Example prompt

Call get_visibility_score for my site. If it is held, tell me which pillars are measured and which are only estimated.

Calling it

Connect the MCP server at https://app.seoaio.ai/api/mcp over the Streamable HTTP transport. Per-customer authentication is required, so nothing is exposed without it. Call list_assets first: every other tool needs an assetId from it.

Next

For an agent

Read the skill at /SKILL.md before calling anything. It carries the tool order and the rules for quoting a number, including the one that matters most: quoting a share without its interval overstates what we measured.