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Nexscope Ecommerce Data MCP

Amazon Niche Intelligence JM: get Niche Info By Asin API

nexscope_data_jm_get_niche_info_by_asin

Amazon Niche Intelligence JM: get Niche Info By Asin API.

Input Schema

NameRequiredDescriptionDefault
asinYesProduct ASIN (required). The tool looks for market segments that share the same niche as the ASIN
countNoNumber of segments returned
avgPriceMaxNoAverage Price (Current) Maximum
avgPriceMinNoAverage price (current) minimum
countryCodeNoCountry code, optional values: `US` (United States), `JP` (Japan), `DE` (Germany)US
cpcMediumMaxNoCPC (current) maximum
cpcMediumMinNoCPC (current) minimum
brandCountMaxNoMaximum number of brands
brandCountMinNoMinimum number of brands
avgBrandAgeMaxNoAverage Brand Age (Current) Max
avgBrandAgeMinNoAverage brand age (current) minimum
unitsSoldT7MaxNoMaximum sales volume (7-day statistics)
unitsSoldT7MinNoSales volume (7 days statistics) minimum value
clickCountT7MaxNoMaximum number of clicks (7-day statistics)
clickCountT7MinNoClick volume (7 days statistics) minimum value
productCountMaxNoProduct quantity (current) maximum
productCountMinNoProduct quantity (current) minimum
avgBrandAgeQoqMaxNoAverage brand age (90 days statistics) maximum value
avgBrandAgeQoqMinNoAverage brand age (90 days statistics) minimum value
avgBrandAgeYoyMaxNoMaximum average brand age (360 days statistics)
avgBrandAgeYoyMinNoAverage brand age (360 days statistics) minimum value
launchRateT180MaxNoThe maximum success rate of product release (180-day statistics), the value range is 0-1, 0.1 represents a 10% success rate
launchRateT180MinNoThe minimum success rate of product release (180-day statistics), the value range is 0-1, 0.1 represents a 10% success rate
returnRateT360MaxNoThe maximum return rate (360 days statistics), the value range is 0-1, 0.1 represents a 10% return rate
returnRateT360MinNoThe minimum return rate (360 days statistics), the value range is 0-1, 0.1 represents a 10% return rate
searchVolumeT7MaxNoMaximum search volume (7-day statistics)
searchVolumeT7MinNoSearch volume (7 days statistics) minimum value
avgSellingPartnerAgeMaxNoMaximum average age of sales partners
avgSellingPartnerAgeMinNoMinimum average sales partner age
top5BrandsClickShareMaxNoThe maximum share of clicks in the market segment occupied by the top 5 brands. The value range is 0-1. 0.1 represents 10% of the click share.
top5BrandsClickShareMinNoThe minimum share of clicks in the market segment occupied by the top 5 brands. The value range is 0-1. 0.1 represents 10% of the click share.
clickConversionRateT7MaxNoMaximum click conversion rate (7-day statistics), the value range is 0-1, 0.1 represents a conversion rate of 10%
clickConversionRateT7MinNoMinimum click conversion rate (7-day statistics), the value range is 0-1, 0.1 represents a conversion rate of 10%
top5ProductsClickShareMaxNoThe (current) maximum click share of the top 5 products, the value range is 0-1, 0.1 represents 10% of the click share
top5ProductsClickShareMinNoThe (current) minimum click share of the top 5 products, the value range is 0-1, 0.1 represents 10% of the click share
avgSellingPartnerAgeQoqMaxNoMaximum average age of sales partners (90-day statistics)
avgSellingPartnerAgeQoqMinNoAverage sales partner age (90 days statistics) minimum
avgSellingPartnerAgeYoyMaxNoMaximum average age of sales partners (360 days statistics)
avgSellingPartnerAgeYoyMinNoAverage sales partner age (360 days statistics) minimum value
sponsoredProductsPercentageMaxNoThe maximum proportion of SP advertising, the value range is 0-1, 0.1 means 10% of the proportion
sponsoredProductsPercentageMinNoThe minimum value of SP advertising proportion, the value range is 0-1, 0.1 means 10% proportion

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.1/5.0
Behavior2/5

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

Annotations supply only readOnlyHint=false and openWorldHint=true; the description adds nothing about what the call returns, whether results are cached, or rate/credit cost. Note a mild tension: the 'get' wording suggests a pure read, while readOnlyHint=false declines to declare it read-only — the description neither confirms nor explains this. No behavior is disclosed beyond the annotations' minimal declaration.

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?

It is a single sentence, so it is not bloated, but the sentence merely echoes the tool title and therefore does not earn its place. There is no front-loaded statement of purpose or scope to orient the agent before it opens the 41-parameter schema.

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

Completeness1/5

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

For a 41-parameter analytical query against an Amazon niche dataset with no output schema, the description should at minimum explain what a 'segment' is, what the returned niche metrics represent, and how the sibling by-keyword/by-ASIN endpoints differ. None of that is present, so an agent must reverse-engineer intent from parameter names alone.

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% across all 41 parameters, including the required asin, the count default, the countryCode enum, and units/ranges for rate-style metrics (0-1 encoded). The description contributes zero additional parameter meaning, so the baseline 3 applies rather than a penalty.

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

Purpose2/5

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

The description is a verbatim restatement of the tool title ('Amazon Niche Intelligence JM: get Niche Info By Asin API'), adding no verb, scope, or output characterization beyond the name. It does not distinguish this from close siblings such as nexscope_data_jm_get_niche_info, nexscope_data_jm_get_niche_info_by_keyword, or nexscope_amazon_niche_info_by_asin. The schema's asin description ('looks for market segments that share the same niche as the ASIN') is actually more informative than the description itself.

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?

There is no when-to-use, when-not-to-use, or alternative-selection guidance. In a family containing by-ASIN, by-keyword, and generic niche-info variants, an agent gets no signal about which entry point to choose. The only implied usage comes from the parameter name.

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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