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den-indance

Shopify MCP Pro

getProductAnalytics

Analyze product performance with metrics like total sales, units sold, conversion rate, and page views over a custom date range.

Instructions

Get product performance analytics

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
startDateYesStart date (YYYY-MM-DD)
endDateYesEnd date (YYYY-MM-DD)
productIdsNo
limitNo
sortByNoTOTAL_SALES
Behavior2/5

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

No annotations exist, and the description does not disclose behavioral traits such as data freshness, read-only nature, or error handling. The description lacks necessary context.

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 description is a single concise sentence, which is efficient. However, it could be restructured to front-load critical usage context.

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

Completeness2/5

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

With five parameters, no output schema, and no annotations, the description is too minimal. It fails to cover required context for an analytics tool.

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

Parameters2/5

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

Schema description coverage is only 40%, yet the description adds no parameter information beyond what the schema provides. It does not clarify the purpose of productIds, limit, or sortBy values.

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?

Description includes a specific verb ('Get') and resource ('product performance analytics'), making the core function clear. However, it does not differentiate from sibling tools like getConversionReport or getSalesReport, which could also be considered product analytics.

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

Usage Guidelines2/5

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

No guidance is provided on when to use this tool versus alternatives. With many sibling analytics tools, explicit usage context is missing.

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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