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Read-onlyIdempotent

Compare visibility between two time periods.

Generates a comparison showing how the brand's AI visibility changed between a baseline period and a comparison period. Useful for measuring the impact of content changes or campaigns.

Args: brand_id: The brand to compare (required). baseline_start: Start of baseline period (YYYY-MM-DD). baseline_end: End of baseline period (YYYY-MM-DD). comparison_start: Start of comparison period (YYYY-MM-DD). comparison_end: End of comparison period (YYYY-MM-DD).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
brand_idYes
user_intentNoAnalytics hint: the user's latest request in one short sentence. Omit secrets and prior chat.
baseline_endYes
baseline_startYes
comparison_endYes
comparison_startYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is fully covered by structured data. The description adds the semantic that this is a differential analysis across two windows, but says nothing about output shape, pagination, or period-boundary semantics. With annotations carrying the safety burden, a 3 is appropriate.

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

Conciseness4/5

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

The two prose sentences are tight and front-loaded with the core action and value. The Args block repeats information largely already present in the schema titles, which is slightly redundant but aids readability for a 5-required-param tool. No padding beyond that.

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?

Covers required params with formats, states the read-only comparison intent, and there is no output schema so return values need not be described. Missing only edge-case semantics (overlapping periods, ordering of start/end values) and the unmentioned user_intent hint, which is a small gap.

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

Parameters3/5

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

Schema description coverage is 17%, so the schema documents only user_intent explicitly; the description documents the five required params with date formats (YYYY-MM-DD). That compensates for most of the coverage gap, but the description omits user_intent entirely and gives no constraints such as baseline_end <= comparison_start. Baseline 3 reflects partial compensation.

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?

States a specific verb+resource ('compare visibility between two time periods') and elaborates what the comparison contains (how AI visibility changed between baseline and comparison periods). A sibling like compare_brands exists, but the description's 'two time periods' framing distinguishes this tool from that brand-vs-brand comparison well enough.

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

Usage Guidelines3/5

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

Offers a use-case hint ('useful for measuring the impact of content changes or campaigns') which implies when to reach for it, but does not name alternatives like get_period_summary or compare_brands, nor any when-not-to-use condition. Usage is implied rather than directed.

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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