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Siteiz

Get a published AI visibility report

get_ai_visibility_report
Read-onlyIdempotent

Returns a published, dated Siteiz AI visibility report for a well-known company's homepage (score, grade, pillar scores, top issues). Omit the company to list all published reports.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
companyNoCompany name, e.g. Notion. Omit to list all reports.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlNo
gradeNo
scoreNo
reportNo
companyNo
pillarsNo
reportsNo
scannedAtNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations cover readOnlyHint, openWorldHint, idempotentHint, destructiveHint. The description adds that only published reports are returned and that omitting company lists all reports. With annotations already covering safety, this is adequate but not rich.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, front-loaded with the primary return and the optional list mode. No wasted words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given one optional parameter and an output schema, the description is nearly complete. It could mention report date range or pagination for the list mode, but is otherwise sufficient.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so baseline is 3. The description adds that omission triggers a list action and that reports are for well-known companies, adding meaning beyond the schema. Thus a 4 is warranted.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Specific verb+resource: returns a published, dated AI visibility report for a company homepage. Distinguishes from siblings (crawler tools) by naming the report contents (score, grade, pillar scores, top issues).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description states the dual mode: omit company to list all reports. Provides clear context. No explicit when-to-use vs when-not, but the dual behavior is clearly explained.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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