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Analytics landing pages

ga4_landing_pages
Read-onlyIdempotent

Landing pages with sessions, engaged sessions, engagement rate, bounce rate, average session time, key events (conversions) and revenue; optionally only one channel (organic search by default) and compared with an earlier period. Pair with gsc_search_analytics by page to see where rankings, clicks and visits part ways.

Input Schema

NameRequiredDescriptionDefault
limitNoDefault 50, max 500.
channelNoA default channel group, like "Organic Search" (default), "Paid Search", "Direct", or "all".
end_dateNoYYYY-MM-DD. Default: yesterday.
propertyNoGA4 property: its id (properties/123456 or 123456) or its name. Optional when one property is picked.
start_dateNoYYYY-MM-DD. Default: 28 days before end_date.
compare_end_dateNo
compare_start_dateNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare this is a safe read-only, idempotent, open-world operation, so the safety profile needs no restating. The description adds the default channel behavior and the period-comparison behavior, which is useful, but does not cover pagination, row limits behavior, or error/empty-result handling.

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?

Front-loaded with the resource and output metrics, then scope defaults, then the sibling pairing. The metric enumeration is long but each item is genuinely informing the agent what it gets back, so nothing is wasted.

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?

No output schema exists, and the description compensates by naming every returned metric, which is the key completeness need here. Defaults and the comparison period are surfaced. Minor gap: compare_start_date/compare_end_date have no schema descriptions and the description only gestures at 'an earlier period'.

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 coverage is 71%, and the schema itself documents limit, channel defaults, date formats, and property. The description's contribution is confirming the organic-search default and the comparison concept, but it adds no syntax or format detail beyond the schema. Baseline 3 is appropriate.

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

Purpose4/5

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

States a concrete resource (landing pages) and enumerates the metrics returned (sessions, engagement rate, bounce rate, key events, revenue), which distinguishes it from ga4_overview and ga4_report. It is clear what the tool produces, though it never explicitly contrasts itself with those siblings.

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?

It notes the optional single-channel scope (organic search by default) and the earlier-period comparison, which implies when it is useful. However, it offers no explicit when-to-use or when-not-to-use versus ga4_report/overview. The 'pair with gsc_search_analytics' line is a cross-tool relationship, not alternative-selection guidance.

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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