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Amazon Keyword Overview

nexscope_amazon_keyword_overview
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Nexscope overview analysis of Amazon keyword market competition. Trigger when the user mentions keyword competition, supply-demand ratio, competitor count, keyword search volume estimation, market competitiveness assessment, keyword popularity ranking, ad competition analysis, number of products under a keyword, keyword competition, supply-demand ratio, competitor count, search popularity, market competition analysis, Nexscope, keyword overview. Even if the user does not explicitly say "Nexscope", if their need involves assessing keyword-level competition intensity, supply-demand balance, or search result product count on Amazon, this skill should also be triggered.

Input Schema

NameRequiredDescriptionDefault
last7dNoWhether to get last 7 days data, default true. When false, use startDate/endDate range
countryNoCountry site, default US. Options (13 total): US, UK, DE, CA, JP, FR, ES, IT, MX, AU, AE, BR, SA
endDateNoEnd date yyyy-MM-dd (paired with startDate)
keywordYesKeyword, translate to the corresponding country's language whenever possible. Max length: 1000 characters
startDateNoStart date yyyy-MM-dd (effective when last7d=false)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true, and destructiveHint=false, so the safety profile is covered. The description adds no behavioral context beyond that, such as data freshness, latency, source coverage, or limitations of the competition analysis.

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

Conciseness2/5

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

The purpose is front-loaded, but the description is bloated by repeated keyword lists such as 'keyword competition, supply-demand ratio, competitor count' appearing twice. It reads like search-keyword stuffing rather than concise guidance.

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

Completeness3/5

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

With no output schema, the description should clarify expected return content, but it only lists analyzed dimensions without describing output format or result structure. It is adequate for triggering the tool but not fully complete for invocation expectations.

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%, so the input schema already explains keyword, country, date range, and last7d behavior. The description mentions no parameter semantics itself, but the baseline is 3 when the schema carries this burden.

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 identifies a specific resource and analytical scope: Amazon keyword market competition overview. It does not clearly distinguish this tool from close siblings such as nexscope_amazon_keyword_summary or nexscope_amazon_keyword_intelligence, so it falls short of a 5.

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?

It gives explicit trigger conditions, including keyword competition, supply-demand ratio, competitor count, and search volume estimation, and says to use it even when the user does not mention Nexscope. It does not name when not to use it or which sibling to choose instead, so it is clear but incomplete.

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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