Find Industry Matches and Akta Codes · Akta

Describe an industry or topic to find matching Akta industry names, codes and similarity scores. Compare the candidate labels to see which industry description best fits your needs.

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Use akta-industry-search-akta (Tool ID fceaf54f-f755-4323-94cc-3c21118007d8). Reuse my Toolmu connection or follow https://toolmu.com/SKILL.md within my existing authorization and budget. Ask for an industry or business topic if missing. For this example, send queryParams.query as warehouse automation. Compare up to three of the closest returned candidates; retain their names, codes and similarity scores and explain differences in meaning. Choosing three is your presentation task, not an input limit. Higher similarity means a closer match, not confidence, correctness or market attractiveness; flag ambiguity rather than forcing one classification. Preserve codes unchanged; do not convert them to NAICS/SIC or infer hierarchy. Keep the returned count distinct from database size, and do not treat no matches as proof that an industry does not exist. Stop after comparing candidates. Other topics or compatible follow-up operations need separate calls within my existing authorization and budget.

Task:
Find possible business types for [what the business does]. Compare up to three names, explain how they differ, and say which seems closest. If none is a clear fit, say so. This is a suggestion, not a definite answer; one business may fit more than one type.

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Find Industry Matches and Akta Codes · Akta

Describe an industry or topic to find matching Akta industry names, codes and similarity scores. Compare the candidate labels to see which industry description best fits your needs.

You receive

Get an industry-match list ordered from higher to lower similarity, with an industry name, Akta code and score for each candidate. Read the labels alongside the scores to compare concepts that may fit the business activity you described.

Start with your task

Find possible business types for [what the business does]. Compare up to three names, explain how they differ, and say which seems closest. If none is a clear fit, say so. This is a suggestion, not a definite answer; one business may fit more than one type.

What to know

Similarity describes how close the match is, not classification accuracy or market quality. These are industry candidates, not company lists; Akta codes are not NAICS or SIC codes. The list may omit related industries.

Inputs & outputs

Inspect the current inputs, availability, and maximum charge before starting.

Input schema

Input schema
Field / Path	Type	Requirement	Meaning
queryParams`queryParams`	`object`	Required	Required fields `query`
Industry or business topic`queryParams.query`	`string`	Required	Required nonempty industry name or topic, such as warehouse automation. Supply a free-text description; an existing industry code is not required. Minimum length `1`

View raw JSON

{
  "type": "object",
  "required": [
    "queryParams"
  ],
  "properties": {
    "queryParams": {
      "type": "object",
      "$schema": "https://json-schema.org/draft/2020-12/schema",
      "required": [
        "query"
      ],
      "~standard": {
        "vendor": "zod",
        "version": 1,
        "jsonSchema": {}
      },
      "properties": {
        "query": {
          "type": "string",
          "minLength": 1,
          "description": "Required nonempty industry name or topic, such as warehouse automation. Supply a free-text description; an existing industry code is not required."
        }
      },
      "additionalProperties": false
    }
  },
  "additionalProperties": false
}

Result schema

No fixed output contract is available. Field types reflect saved result evidence; individual responses can differ.

Result schema
Field / Path	Type	Meaning
Returned industry matches`result.count`	`number`	Number of records in the returned list. It is not the size of Akta's industry database or the number of all related industries.
Akta industry code`result.data[].code`	`string`	Akta's identifier for this industry. Keep it unchanged; do not infer hierarchy from its characters. It is not a NAICS or SIC code.
Industry name`result.data[].industry_name`	`string`	Name of the matching Akta industry. Compare its specific meaning with your business activity; this is an industry candidate, not a company record.
Description similarity`result.data[].similarity`	`number`	Score from 0 to 1; higher means a closer match to the query. Results are ordered from higher to lower similarity and can tie. This is not probability, classification accuracy or market attractiveness.

Additional notes

This Tool accepts one industry or business-topic description, with no row-limit, paging, hierarchy or filter controls. Asking your Agent to compare three candidates organizes the already returned list; it does not limit what the Tool returns.

For a later industry-news task, a selected code can be used in a separate compatible operation that accepts Akta industry codes. Check that operation's inputs and stay within existing authorization and budget; this industry search does not execute the news lookup.

Akta Industry Search documentation describes the source matching service.

Questions about this tool.

Inputs, results and details to know before running it.

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No. They are Akta's own industry codes. This result does not provide a mapping to NAICS or SIC; do not infer a hierarchy or conversion from the letters in a code.

Find Industry Matches and Akta Codes · Akta

Find Industry Matches and Akta Codes · Akta

You receive

Start with your task

What to know

Inputs & outputs

Input schema

Result schema

Describe the business in plain words

Compare possible business types

Treat the result as a guide

Questions about this tool.

You receive

Start with your task

What to know

Inputs & outputs

Input schema

Result schema

Describe the business in plain words

Compare possible business types

Treat the result as a guide

Questions about this tool.

Can I use these as NAICS or SIC codes?

Does a similarity of 0.9 mean 90% confidence?

Does no match mean the industry does not exist?