Reference / MCP tool reference
Reference
Expand job titles
expand_job_titles: Expands title keywords into every matching title (plurals, department synonyms, ampersands, abbreviations such as CEO), each with a count, or shows what a bundle such as sdm resolves to.
Expands title keywords into every matching title (plurals, department synonyms, ampersands, abbreviations such as CEO), each with a count, or shows what a bundle such as sdm resolves to. Use it before counting so the user can see and edit which titles a keyword covers; nothing is expanded silently. Free and needs no account. Put the returned filter into the audience, then call count_audience. Lawful basis is UK GDPR Article 6(1)(f) legitimate interests; email audiences include corporate subscribers only by default (PECR), so sole traders and ordinary partnerships are left out unless the toggle is changed.
| Property | Value |
|---|---|
| Tool name | expand_job_titles |
| Position in tools/list | 5 of 22 |
| Cost | Free |
| Scope | None. Works without an account. |
| Annotations | readOnlyHint true, destructiveHint false, idempotentHint true, openWorldHint false |
| Kind | Read only; idempotent, not destructive, closed world |
| REST equivalent | POST /v1/job-titles/expand |
Input
The schema sets additionalProperties to false, so a member that is not listed is refused.
| Member | Type | Required | Description |
|---|---|---|---|
terms | array of string | no | Title keywords to expand, such as marketing manager. |
bundle | enum: sdm, manager_and_above, owner_managed | no | A title bundle to show: sdm, manager_and_above or owner_managed. |
mode | enum: contains, starts_with, exact | no | contains (the default) matches titles containing a term, starts_with matches titles beginning with it, exact takes verbatim titles with no expansion. |
expand | array of enum: plural_singular, department_synonyms, ampersand_and, abbreviations, permutations | no | Expansion sets to apply, each once. Left out, the four default sets apply. |
dataset | enum: uk_contacts, ie_contacts, global_contacts | no | The dataset an audience draws from. uk_contacts is live; ie_contacts and global_contacts are listed but not yet served. |
Example call
The params of a tools/call request:
{
"name": "expand_job_titles",
"arguments": {
"terms": ["marketing manager"],
"mode": "contains"
}
}Output
The result carries structuredContent that matches this schema, and one line of text that leads with the number.
| Member | Type | Always present | Description |
|---|---|---|---|
dataset_version | string | yes | The immutable weekly build a count is bound to, such as 2026-W39. The last 52 stay queryable. |
mode | enum: contains, starts_with, exact | yes | contains (the default) matches titles containing a term, starts_with matches titles beginning with it, exact takes verbatim titles with no expansion. |
expand | array of enum: plural_singular, department_synonyms, ampersand_and, abbreviations, permutations | yes | |
terms | array of ExpandedTerm | yes | |
terms[].term | string | yes | A matched title. |
terms[].from_term | string | yes | The input term it came from. |
terms[].expansion_set | enum: plural_singular, department_synonyms, ampersand_and, abbreviations, permutations or input | yes | The expansion set that produced it, or input for the term itself. |
terms[].contacts | integer (0 or more) or under 10 or suppressed | yes | A whole number; "under 10" when disclosure control withholds a small cell; or "suppressed" when secondary suppression hides a cell of 10 or more in a cross-tab or breakdown, so totals cannot be differenced. Anonymous and trial callers see cells rounded to the nearest 5. |
terms[].excluded | boolean | no | True when exclude_terms removed it from the audience. |
total_contacts | integer (0 or more) or under 10 or suppressed | yes | A whole number; "under 10" when disclosure control withholds a small cell; or "suppressed" when secondary suppression hides a cell of 10 or more in a cross-tab or breakdown, so totals cannot be differenced. Anonymous and trial callers see cells rounded to the nearest 5. |
bundle | object or null | yes | |
bundle.id | enum: sdm, manager_and_above, owner_managed | yes | |
bundle.label | string | yes | |
bundle.status | enum: confirmed, proposed, to_confirm | yes | |
bundle.resolves_to | WhereNode | yes | A group (all, any, not), a title bundle or a filter. Groups nest up to 32 deep, and a where tree holds up to 1,000 filters, groups and bundles. |
filter | Filter or null | yes | A ready matches filter for the terms, or null for a bundle. |
disclosure | Disclosure | yes | Whether these numbers are exact or protected: "under 10" cells, rounding to 5 and secondary suppression for anonymous and trial callers. |
disclosure.level | enum: exact, rounded | yes | exact for authenticated paid callers; rounded for anonymous and trial callers, whose counts under 100 and every cell are rounded to the nearest 5. |
disclosure.rounded_to | integer or null | yes | 5 when numbers are rounded; null when they are exact. |
disclosure.secondary_suppression | boolean | yes | True when cross-tab or breakdown cells of 10 or more were hidden as "suppressed" so totals cannot be differenced. |
disclosure.notes | array of string | yes |
Errors
A failed call returns isError true. The text content leads with the sentence a person acts on, then the whole problem as JSON, with code, detail, next_step and did_you_mean. A 401 and a step-up 403 are answered at HTTP level so the client can start authorisation. See Errors.