Profiles

Pug maintains a profile for every user your project tracks — identified or anonymous. Profiles accumulate traits (properties) and are linked to the events they generate.

Two RPC services cover the full lifecycle:

See Authentication and the auth matrix for key types and headers.

ProfilesSDKService — write path

POST /sdk.profiles.v1.ProfilesSDKService/Identify

Creates or updates a profile identified by external_id. If the profile already exists, traits are shallow-merged — provided keys overwrite stored values for those keys, other keys are left untouched.

Traits are plain JSON, not PropertyValue-wrapped. Unlike event customProperties (which use { "intValue": "5" }-style wrappers), profile traits take bare scalars — see traits type below and the Events API.

Auth: x-api-key header with a public key (pub_…) or private key (prv_…). The project is resolved from the key — no Authorization header or x-project-id is required.

IdentifyRequest fields

traits type — plain JSON, not PropertyValue

traits is typed as google.protobuf.Struct, which serialises as a plain JSON object in Connect JSON — not the PropertyValue-wrapped format used by event customProperties. You do not need the { "stringValue": "…" } wrapper:

{
  "traits": {
    "email": "[email protected]",
    "plan": "pro",
    "seats": 5,
    "trial": false
  }
}

Compare with events (which use PropertyValue): { "stringValue": "pro" }. Profiles use plain scalars.

anonymous_id constraint

The field must be either empty (omitted) or a string starting with anon-. Any other value returns invalid_argument. The Web SDK generates IDs in this format automatically.

Anonymous → identified merge

When you include anonymous_id on an Identify call, the server merges the anonymous profile into the identified one — attaching prior events and properties — then soft-deletes the anonymous record. Send anonymous_id on the first identify only (when the user signs in). You do not need a separate alias() call; there is no such method.

IdentifyResponse

The response is empty ({}). Writes are asynchronous — the profile record may not be visible via ProfilesService for a few seconds after the call returns.

Wire example

curl -X POST https://api.pugs.dev/sdk.profiles.v1.ProfilesSDKService/Identify \
  -H "Content-Type: application/json" \
  -H "Connect-Protocol-Version: 1" \
  -H "x-api-key: pub_…" \
  -d '{
    "externalId": "user-123",
    "anonymousId": "anon-abc456",
    "traits": {
      "email": "[email protected]",
      "plan": "pro",
      "company": "Acme Inc"
    }
  }'

For a full curl and language recipe see HTTP transport — Identifying users.

ProfilesService — read and manage

Auth: Dual — either a private key (prv_…) via x-api-key, or a dashboard JWT via Authorization: Bearer. Public keys are rejected on this path.

x-api-key: prv_…
# — or —
Authorization: Bearer <jwt>

Methods

Get

Fetch a profile by its internal Pug ID.

Request

{ "id": "01966e2a-e4b2-7000-9000-000000000001" }

Response — returns a Profile object.

{
  "profile": {
    "id": "01966e2a-e4b2-7000-9000-000000000001",
    "externalId": "user-123",
    "properties": { "email": "[email protected]", "plan": "pro" },
    "projectId": "proj_abc",
    "createTime": "2026-01-15T10:00:00Z",
    "updateTime": "2026-06-01T14:30:00Z",
    "activity": {
      "firstSeen": "2026-01-15T10:00:00Z",
      "lastSeen": "2026-06-01T14:30:00Z",
      "totalEvents": 342,
      "pageviews": 198,
      "sessions": 27,
      "browser": "Chrome",
      "os": "macOS",
      "country": "US"
    }
  }
}

GetByExternalId

Fetch a profile by the external_id you passed to Identify.

Request

{ "externalId": "user-123" }

Response — same shape as Get.

List

Search and page through profiles. List is server-streaming — the server may return results in multiple response frames over a single HTTP/2 stream (or chunked HTTP/1.1). Each frame carries a batch of profiles and a next_page_token.

Request

Each PropertyFilter has three fields: property (the trait key, e.g. "plan"), operator (full enum form — FILTER_OPERATOR_EQUALS, FILTER_OPERATOR_NOT_EQUALS, FILTER_OPERATOR_CONTAINS, FILTER_OPERATOR_NOT_CONTAINS, FILTER_OPERATOR_IS_SET, FILTER_OPERATOR_IS_NOT_SET, FILTER_OPERATOR_LTE, FILTER_OPERATOR_GTE, FILTER_OPERATOR_LT, FILTER_OPERATOR_GT, FILTER_OPERATOR_IN, FILTER_OPERATOR_NOT_IN, FILTER_OPERATOR_BETWEEN, FILTER_OPERATOR_NOT_BETWEEN; see Insights → Filter operators), and value/values (string or string array for multi-value operators).

Example — filter by plan

{
  "filterGroups": [
    {
      "filters": [
        { "property": "plan", "operator": "FILTER_OPERATOR_EQUALS", "value": "pro" }
      ],
      "operator": "LOGICAL_OPERATOR_AND"
    }
  ]
}

Response (streamed)

{
  "profiles": [ { "id": "…", "externalId": "user-123", "properties": { "plan": "pro" }, "…": "…" } ],
  "nextPageToken": "eyJvZmZzZXQiOjUwfQ"
}

Pass nextPageToken as pageToken in your next request. An empty nextPageToken means no more pages.

Delete

Soft-deletes a profile by its internal ID. The profile is hidden from List and GetByExternalId but event data in ClickHouse is retained.

Request

{ "id": "01966e2a-e4b2-7000-9000-000000000001" }

Response — empty ({}).

Profile message

Returned by Get, GetByExternalId, and each frame of List.

ProfileActivitySummary fields

Activity fields are derived from ClickHouse event data. They reflect writes with a short lag — typically a few seconds after Identify returns.

Errors

Further reading

• HTTP transport — curl and language recipes for Identify
• Authentication — public vs. private keys, key rotation
• Auto-properties — $-prefixed properties set by the server on events
• Events API — PropertyValue-wrapped properties used by BatchCreate