curl --request POST \
--url https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/similar-profiles \
--header 'Authorization: Bearer <token>' \
--header 'Content-Type: application/json' \
--header 'Team-SID: <api-key>' \
--data '
{
"profile": {
"ln_id": "<string>",
"sn_id": "<string>",
"nickname": "<string>"
},
"linkedin_account_sid": "<string>",
"idempotency_key": "<string>",
"limit": 50
}
'import requests
url = "https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/similar-profiles"
payload = {
"profile": {
"ln_id": "<string>",
"sn_id": "<string>",
"nickname": "<string>"
},
"linkedin_account_sid": "<string>",
"idempotency_key": "<string>",
"limit": 50
}
headers = {
"Authorization": "Bearer <token>",
"Team-SID": "<api-key>",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {
Authorization: 'Bearer <token>',
'Team-SID': '<api-key>',
'Content-Type': 'application/json'
},
body: JSON.stringify({
profile: {ln_id: '<string>', sn_id: '<string>', nickname: '<string>'},
linkedin_account_sid: '<string>',
idempotency_key: '<string>',
limit: 50
})
};
fetch('https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/similar-profiles', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/similar-profiles",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => json_encode([
'profile' => [
'ln_id' => '<string>',
'sn_id' => '<string>',
'nickname' => '<string>'
],
'linkedin_account_sid' => '<string>',
'idempotency_key' => '<string>',
'limit' => 50
]),
CURLOPT_HTTPHEADER => [
"Authorization: Bearer <token>",
"Content-Type: application/json",
"Team-SID: <api-key>"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"strings"
"net/http"
"io"
)
func main() {
url := "https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/similar-profiles"
payload := strings.NewReader("{\n \"profile\": {\n \"ln_id\": \"<string>\",\n \"sn_id\": \"<string>\",\n \"nickname\": \"<string>\"\n },\n \"linkedin_account_sid\": \"<string>\",\n \"idempotency_key\": \"<string>\",\n \"limit\": 50\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "Bearer <token>")
req.Header.Add("Team-SID", "<api-key>")
req.Header.Add("Content-Type", "application/json")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/similar-profiles")
.header("Authorization", "Bearer <token>")
.header("Team-SID", "<api-key>")
.header("Content-Type", "application/json")
.body("{\n \"profile\": {\n \"ln_id\": \"<string>\",\n \"sn_id\": \"<string>\",\n \"nickname\": \"<string>\"\n },\n \"linkedin_account_sid\": \"<string>\",\n \"idempotency_key\": \"<string>\",\n \"limit\": 50\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/similar-profiles")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Team-SID"] = '<api-key>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"profile\": {\n \"ln_id\": \"<string>\",\n \"sn_id\": \"<string>\",\n \"nickname\": \"<string>\"\n },\n \"linkedin_account_sid\": \"<string>\",\n \"idempotency_key\": \"<string>\",\n \"limit\": 50\n}"
response = http.request(request)
puts response.read_body{
"success": true,
"operation": "action",
"action": "<string>",
"item": "<unknown>",
"result": {
"rows": [
{
"ln_member_id": "<string>",
"ln_id": "<string>",
"sn_id": "<string>",
"nickname": "<string>",
"full_name": "<string>",
"headline": "<string>",
"position": "<string>",
"company_name": "<string>",
"location": "<string>",
"avatar_url": "<string>",
"connection_degree": "<string>"
}
],
"paging": "<unknown>",
"data_request": {}
},
"meta": {
"trace_id": "<string>",
"span_id": "<string>",
"timestamp": "<string>",
"duration_ms": 1,
"debug_url": "<string>"
}
}{
"success": false,
"error": {
"code": "validation_failed",
"message": "<string>",
"recoverable": true,
"suggestion": "<string>",
"field_errors": {},
"blockers": [
{
"type": "<string>",
"severity": "hard",
"description": "<string>",
"entity_sid": "<string>",
"resolution": "<string>",
"resolution_hint": "<string>",
"count": 123
}
],
"context": {}
},
"meta": {
"trace_id": "<string>",
"span_id": "<string>",
"timestamp": "<string>",
"duration_ms": 1,
"debug_url": "<string>"
}
}{
"success": false,
"error": {
"code": "validation_failed",
"message": "<string>",
"recoverable": true,
"suggestion": "<string>",
"field_errors": {},
"blockers": [
{
"type": "<string>",
"severity": "hard",
"description": "<string>",
"entity_sid": "<string>",
"resolution": "<string>",
"resolution_hint": "<string>",
"count": 123
}
],
"context": {}
},
"meta": {
"trace_id": "<string>",
"span_id": "<string>",
"timestamp": "<string>",
"duration_ms": 1,
"debug_url": "<string>"
}
}Scrape similar profiles
LinkedIn’s “people also viewed” browsemap for ONE seed profile: lookalike expansion from a known-good persona. IMPORTANT: address by profile.nickname (the vanity slug) ONLY, because the wire navigates by vanityName, so a ln_id/sn_id URN is refused not_dispatchable (resolve it via enrich_linkedin_person_lite_profile first, then pass the nickname). Returns ~20 cards; rows carry ln_member_id + nickname + full_name + headline (no ACoAA id, no avatar, no degree). One-shot list (no pagination); limit caps the cards.
Contract:
- MCP tool
scrape_linkedin_similar_profiles, registry packagemcp.linkedin/linkedin_scraping, mountlinkedin.scraping. - Operation
action, response envelopeaction. - Flags: none.
curl --request POST \
--url https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/similar-profiles \
--header 'Authorization: Bearer <token>' \
--header 'Content-Type: application/json' \
--header 'Team-SID: <api-key>' \
--data '
{
"profile": {
"ln_id": "<string>",
"sn_id": "<string>",
"nickname": "<string>"
},
"linkedin_account_sid": "<string>",
"idempotency_key": "<string>",
"limit": 50
}
'import requests
url = "https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/similar-profiles"
payload = {
"profile": {
"ln_id": "<string>",
"sn_id": "<string>",
"nickname": "<string>"
},
"linkedin_account_sid": "<string>",
"idempotency_key": "<string>",
"limit": 50
}
headers = {
"Authorization": "Bearer <token>",
"Team-SID": "<api-key>",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {
Authorization: 'Bearer <token>',
'Team-SID': '<api-key>',
'Content-Type': 'application/json'
},
body: JSON.stringify({
profile: {ln_id: '<string>', sn_id: '<string>', nickname: '<string>'},
linkedin_account_sid: '<string>',
idempotency_key: '<string>',
limit: 50
})
};
fetch('https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/similar-profiles', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/similar-profiles",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => json_encode([
'profile' => [
'ln_id' => '<string>',
'sn_id' => '<string>',
'nickname' => '<string>'
],
'linkedin_account_sid' => '<string>',
'idempotency_key' => '<string>',
'limit' => 50
]),
CURLOPT_HTTPHEADER => [
"Authorization: Bearer <token>",
"Content-Type: application/json",
"Team-SID: <api-key>"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"strings"
"net/http"
"io"
)
func main() {
url := "https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/similar-profiles"
payload := strings.NewReader("{\n \"profile\": {\n \"ln_id\": \"<string>\",\n \"sn_id\": \"<string>\",\n \"nickname\": \"<string>\"\n },\n \"linkedin_account_sid\": \"<string>\",\n \"idempotency_key\": \"<string>\",\n \"limit\": 50\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "Bearer <token>")
req.Header.Add("Team-SID", "<api-key>")
req.Header.Add("Content-Type", "application/json")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/similar-profiles")
.header("Authorization", "Bearer <token>")
.header("Team-SID", "<api-key>")
.header("Content-Type", "application/json")
.body("{\n \"profile\": {\n \"ln_id\": \"<string>\",\n \"sn_id\": \"<string>\",\n \"nickname\": \"<string>\"\n },\n \"linkedin_account_sid\": \"<string>\",\n \"idempotency_key\": \"<string>\",\n \"limit\": 50\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/similar-profiles")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Team-SID"] = '<api-key>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"profile\": {\n \"ln_id\": \"<string>\",\n \"sn_id\": \"<string>\",\n \"nickname\": \"<string>\"\n },\n \"linkedin_account_sid\": \"<string>\",\n \"idempotency_key\": \"<string>\",\n \"limit\": 50\n}"
response = http.request(request)
puts response.read_body{
"success": true,
"operation": "action",
"action": "<string>",
"item": "<unknown>",
"result": {
"rows": [
{
"ln_member_id": "<string>",
"ln_id": "<string>",
"sn_id": "<string>",
"nickname": "<string>",
"full_name": "<string>",
"headline": "<string>",
"position": "<string>",
"company_name": "<string>",
"location": "<string>",
"avatar_url": "<string>",
"connection_degree": "<string>"
}
],
"paging": "<unknown>",
"data_request": {}
},
"meta": {
"trace_id": "<string>",
"span_id": "<string>",
"timestamp": "<string>",
"duration_ms": 1,
"debug_url": "<string>"
}
}{
"success": false,
"error": {
"code": "validation_failed",
"message": "<string>",
"recoverable": true,
"suggestion": "<string>",
"field_errors": {},
"blockers": [
{
"type": "<string>",
"severity": "hard",
"description": "<string>",
"entity_sid": "<string>",
"resolution": "<string>",
"resolution_hint": "<string>",
"count": 123
}
],
"context": {}
},
"meta": {
"trace_id": "<string>",
"span_id": "<string>",
"timestamp": "<string>",
"duration_ms": 1,
"debug_url": "<string>"
}
}{
"success": false,
"error": {
"code": "validation_failed",
"message": "<string>",
"recoverable": true,
"suggestion": "<string>",
"field_errors": {},
"blockers": [
{
"type": "<string>",
"severity": "hard",
"description": "<string>",
"entity_sid": "<string>",
"resolution": "<string>",
"resolution_hint": "<string>",
"count": 123
}
],
"context": {}
},
"meta": {
"trace_id": "<string>",
"span_id": "<string>",
"timestamp": "<string>",
"duration_ms": 1,
"debug_url": "<string>"
}
}Authorizations
Access token issued by gtm.service.id. Its access_identity claim carries team_sid, actor_sid and actor_type, and that team scope is authoritative.
Team scope for tokens that do not carry one. Ignored when the token already names a team.
Body
Request body of scrape_linkedin_similar_profiles.
Target profile: exactly one of ln_id / sn_id / nickname (ln_member_id is not dispatchable, KNOWLEDGE §3d).
Show child attributes
Show child attributes
Executor account (ln_ac_...). OPTIONAL everywhere on this surface. Given: the call runs on that account ONLY; a saturated or held scraping bucket refuses 429 bucket_saturated (with retry_after). Omitted: the service auto-picks one of your connected accounts with remaining capacity (SN verbs pick only Sales-Navigator seats; 422 no_connected_accounts when none is ready, 429 when all are at capacity).
18^ln_ac_Ledger replay guard: a repeat call with the same (team, key) returns the stored outcome; no re-execution. Recommended on every search run. The KEY ALONE decides: the probe does not compare arguments, so reusing one key after changing the arguments hands back the FIRST result. On the twelve search verbs that matters twice over, because switching a call from filters to url (or back) under one key replays instead of running the new search. New search, new key.
128Default 25.
1 <= x <= 100Response
action success envelope.