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Pubrio

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search_verticals

Search industry verticals by keyword to find valid vertical filter values for data targeting.

Instructions

Reference data: search for industry vertical names by keyword to find valid vertical filter values (free, no credits)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
keywordNoKeyword to search verticals
Behavior3/5

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

No annotations are provided, so the description carries full burden. It discloses that the tool is free and uses no credits, but does not explain output format, pagination, error handling, or whether results are sorted or limited.

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?

The description is a single, well-structured sentence that front-loads key context ('Reference data') and efficiently conveys purpose, usage, and cost in minimal 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?

For a simple keyword search tool with one parameter and no output schema, the description adequately covers purpose and usage. It could specify the output type, but given the tool's simplicity, it is largely complete.

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 100% for the single parameter 'keyword'. The description adds minimal meaning beyond the schema, essentially restating the purpose. Baseline score of 3 is appropriate.

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?

The description clearly states the tool searches for industry vertical names by keyword, with specific purpose to find valid vertical filter values. It distinguishes itself from sibling search tools by specifying 'vertical' and noting it is reference data, free, and uses no credits.

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 explicitly indicates when to use the tool: to find valid vertical filter values. It implies usage context with 'Reference data' and 'free, no credits', but does not mention when not to use it or compare with sibling tools like search_vertical_categories.

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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