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den-indance

Shopify MCP Pro

getAbandonmentReport

Retrieve cart and checkout abandonment analytics by date range and optional grouping to identify lost sales opportunities.

Instructions

Get cart and checkout abandonment analytics

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
startDateYesStart date (YYYY-MM-DD)
endDateYesEnd date (YYYY-MM-DD)
groupByNo
Behavior2/5

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

No annotations are present, so the description carries the full burden. It only states 'Get ... analytics' which implies read-only, but does not disclose return format, pagination, or any side effects.

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

Conciseness3/5

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

The description is a single concise sentence, which is acceptable, but it lacks any structure (e.g., listing behaviors or parameters). It is neither verbose nor optimally informative.

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?

Given the tool has three parameters and no output schema or annotations, the description is incomplete. An agent would not know what data is returned or how the analytics are structured, making it insufficient for confident invocation.

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?

With schema coverage at 67%, the description adds no additional meaning beyond the schema. The groupBy parameter's enumerated options are not explained, nor are the date format constraints elaborated upon.

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?

The description clearly states the tool retrieves cart and checkout abandonment analytics. It distinguishes itself from sibling tools like listAbandonedCheckouts (which lists checkouts) and other analytics tools.

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 such as getConversionReport or listAbandonedCheckouts. There are no stated prerequisites or contextual hints.

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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