TikTok Similar API
Returns about 30 creators similar to a TikTok account, from TikTok's suggestions or, when those are unavailable, Instagram's matched to TikTok, each with bio and counts.
GET /v1/tiktok/similarLast updated November 2026Maintained by the SocialCrawl team
When to use the TikTok Similar API
Use it to find lookalike creators for one you already know; it returns a single fixed list, so call it again on a result to go wider.
From the API reference
Returns TikTok accounts similar to a given creator: the related accounts TikTok itself suggests for that profile, usually about 30. Some creators get only a few, and for some TikTok suggests none. Each account includes the username, display name, avatar, profile URL, bio, verification status, whether it is private, and its follower, following, video and like counts, so no second lookup is needed to size or qualify a lookalike. Pass handle. The list is specific to the seed: a chef returns other chefs and food creators, a dancer returns other dancers. To go wider, call it again with any returned username as the next handle. When TikTok has no list for the creator, the list is built from TikTok's lists that include the creator: the accounts whose list names the creator, then the other accounts on those lists, ranked by how many of those lists they appear on. Those rows carry author.ext.similar_source set to tiktok_graph and author.ext.similar_via, the account whose list named the creator. Any remaining places are filled from the accounts Instagram suggests for the same creator, matched to their TikTok accounts and kept only when the TikTok account is verified, has at least 10,000 followers, or has at least 1,000 followers and a display name that shares a word with the Instagram account; the creator's Instagram account is the one linked or named in the TikTok bio when there is one. Those rows carry author.ext.similar_source set to instagram and author.ext.instagram_username. TikTok's own rows carry neither. Cost: 5 credits a call. A creator with no suggestions returns an empty list and is refunded, and a handle TikTok does not know is a 404 at no cost. A repeat within the cache window is 0 credits. The list is a single fixed window: it is not paginated and returns no cursor. author.location is not published on this surface and is null on every row; GET /v1/tiktok/profile returns the region for any single account.
Searching 69 platforms in parallel
What can you do with the Similar API?
The Similar endpoint gives you structured TikTok data with computed fields in a single request. No scraping infrastructure to build or maintain.
Example Request
# GET /v1/tiktok/similar: 5 credits per call. Cache hits are free and failed calls are refunded.
# Check the price first for 0 credits: add dry_run=1 to the query. Nothing is fetched or charged.
# --max-time 60: the API's own time limit for this endpoint.
# --retry 3: retries timeouts, 429 and 5xx, honoring Retry-After.
# -o response.json keeps only the final attempt's body.
# One Idempotency-Key per request, reused on every retry, so a retried call is never charged twice.
IDEMPOTENCY_KEY=$(od -An -N16 -tx1 /dev/urandom | tr -d ' \n')
curl -sS --max-time 60 --retry 3 -o response.json \
-H "x-api-key: YOUR_API_KEY" \
-H "Idempotency-Key: $IDEMPOTENCY_KEY" \
"https://www.socialcrawl.dev/v1/tiktok/similar?handle=gordonramsayofficial" && cat response.json# GET /v1/tiktok/similar: 5 credits per call. Cache hits are free and failed calls are refunded.
# Check the price first for 0 credits: add dry_run=1 to the query. Nothing is fetched or charged.
import os
import random
import time
import uuid
import requests
API_KEY = os.environ.get("SOCIALCRAWL_API_KEY", "YOUR_API_KEY")
TIMEOUT_S = 60 # the API's own time limit for this endpoint.
MAX_RETRIES = 3
URL = "https://www.socialcrawl.dev/v1/tiktok/similar"
def backoff(attempt):
# Exponential backoff with jitter: about 1 s, 2 s, then 4 s.
return 2 ** attempt * (0.5 + random.random() / 2)
def socialcrawl(params):
# One Idempotency-Key per request, reused on every retry, so a retried call is never charged twice.
idempotency_key = str(uuid.uuid4())
for attempt in range(MAX_RETRIES + 1):
try:
res = requests.get(
URL,
params=params,
headers={"x-api-key": API_KEY, "Idempotency-Key": idempotency_key},
timeout=TIMEOUT_S,
)
body = res.json()
except (requests.RequestException, ValueError):
# A timeout, a dropped connection or a non-JSON gateway page: retry with the same key.
if attempt == MAX_RETRIES:
raise
time.sleep(backoff(attempt))
continue
if body["success"]:
return body
error = body["error"]
# Branch on error["type"], never on the message text.
if error["type"] == "RESOURCE_NOT_FOUND":
return None # refunded: nothing to read
retry_after = res.headers.get("Retry-After")
# SERVICE_UNAVAILABLE without Retry-After is a withdrawn endpoint: permanent.
permanent = error["type"] == "SERVICE_UNAVAILABLE" and retry_after is None
if not error.get("retryable") or permanent or attempt == MAX_RETRIES:
raise RuntimeError(f"{error['type']}: {error['message']} (request_id {body['request_id']})")
# Retry-After (seconds) wins; otherwise back off.
time.sleep(float(retry_after) if retry_after else backoff(attempt))
params = {
"handle": "gordonramsayofficial",
}
body = socialcrawl(params)
if body is not None:
print(body["data"])// GET /v1/tiktok/similar: 5 credits per call. Cache hits are free and failed calls are refunded.
// Check the price first for 0 credits: add dry_run=1 to the query. Nothing is fetched or charged.
const API_KEY = process.env.SOCIALCRAWL_API_KEY ?? "YOUR_API_KEY";
const TIMEOUT_MS = 60_000; // the API's own time limit for this endpoint.
const MAX_RETRIES = 3;
type Page = { next_cursor: string | null; has_more: boolean };
type SocialCrawlResponse =
| { success: true; data: any; pagination?: Page; credits_used: number; request_id: string }
| { success: false; error: { type: string; message: string; retryable: boolean }; request_id: string };
const sleep = (ms: number) => new Promise((resolve) => setTimeout(resolve, ms));
// Exponential backoff with jitter: about 1 s, 2 s, then 4 s.
const backoffMs = (attempt: number) => 2 ** attempt * 1000 * (0.5 + Math.random() / 2);
async function socialcrawl(url: URL) {
// One Idempotency-Key per request, reused on every retry, so a retried call is never charged twice.
const idempotencyKey = crypto.randomUUID();
for (let attempt = 0; ; attempt++) {
let res: Response;
let body: SocialCrawlResponse;
try {
res = await fetch(url, {
headers: {
"x-api-key": API_KEY,
"Idempotency-Key": idempotencyKey,
},
signal: AbortSignal.timeout(TIMEOUT_MS),
});
body = (await res.json()) as SocialCrawlResponse;
} catch (error) {
// A timeout, a dropped connection or a non-JSON gateway page: retry with the same key.
if (attempt >= MAX_RETRIES) throw error;
await sleep(backoffMs(attempt));
continue;
}
if (body.success) return body;
// Branch on error.type, never on the message text.
if (body.error.type === "RESOURCE_NOT_FOUND") return null; // refunded: nothing to read
const retryAfter = res.headers.get("Retry-After");
// SERVICE_UNAVAILABLE without Retry-After is a withdrawn endpoint: permanent.
const permanent = body.error.type === "SERVICE_UNAVAILABLE" && retryAfter === null;
if (!body.error.retryable || permanent || attempt >= MAX_RETRIES) {
throw new Error(`${body.error.type}: ${body.error.message} (request_id ${body.request_id})`);
}
// Retry-After (seconds) wins; otherwise back off.
await sleep(retryAfter ? Number(retryAfter) * 1000 : backoffMs(attempt));
}
}
const url = new URL("https://www.socialcrawl.dev/v1/tiktok/similar");
url.searchParams.set("handle", "gordonramsayofficial");
const body = await socialcrawl(url);
if (body) console.log(body.data);Parameters
| Parameter | Required | Description |
|---|---|---|
| handle | Yes | TikTok username of the seed creator, without the @ symbol. |
What does the TikTok Similar API return?
Every response follows one unified schema. Here is a real, unmodified response body, so you can see the exact fields you get back before spending a credit.
Example response
{
"success": true,
"platform": "tiktok",
"endpoint": "/v1/tiktok/similar",
"data": {
"items": [
{
"author": {
"id": "user_22bcfe",
"username": "user_c79ea8",
"display_name": "user_c79ea8",
"avatar_url": "https://example.com/redacted",
"bio": "Sample comment text (redacted).",
"verified": true,
"followers": 9821286,
"following": 107,
"posts_count": 84,
"likes_count": 126853380,
"url": "https://example.com/redacted",
"location": null,
"private": false,
"joined_at": "user_1c6089"
}
},
{
"author": {
"id": "user_9f0260",
"username": "user_0e8a11",
"display_name": "user_0e8a11",
"avatar_url": "https://example.com/avatars/user_40946d.png",
"bio": "Sample comment text (redacted).",
"verified": false,
"followers": 118014,
"following": 91,
"posts_count": 219,
"likes_count": 9527615,
"url": "https://example.com/user_7462d3",
"location": null,
"private": false,
"joined_at": "user_a5c378"
}
}
],
"total": 30,
"dropped": 0
},
"credits_used": 5,
"request_id": "req_example000000",
"cached": false,
"pagination": {
"next_cursor": null,
"has_more": false,
"page_size": 30
},
"credits_remaining": 9999,
"source": "captured",
"captured_at": "2026-10-02T13:09:58.882Z",
"redacted": true
}Live sample illustrating the unified response shape. Field values reflect the record you query.
How does the TikTok Similar API work?
Send a GET request with your API key and get back clean, structured JSON in our unified schema. Supported computed fields are populated when the source provides the required inputs.
Method
GET
Response
JSON
How do you scrape social media data in seconds?
The fastest social media scraping API for developers. Scrape profiles, posts, comments, and analytics from 69 platforms covering 10B+ monthly active users.
One schema, every platform
Query 69 platforms with identical response structures. Write your integration once.
Computed fields, not just scraped
When an endpoint supports these metrics and the source provides the required inputs, the normalized record includes engagement_rate, estimated_reach, content_category, and language. Ready to use.
See your data before you code
Visual Data Explorer. Paste any URL, get rich result cards, sortable tables, CSV export.
import requests
response = requests.get(
'https://www.socialcrawl.dev/v1/tiktok/profile',
params={'handle': 'charlidamelio'},
headers={'x-api-key': 'sc_YOUR_API_KEY'}
)
data = response.json(){
"success": true,
"platform": "tiktok",
"data": {
"author": {
"username": "charlidamelio",
"followers": 152400000
},
"engagement": {
"likes": 12400000000,
"engagement_rate": 0.087
},
"metadata": {
"language": "en",
"content_category": "lifestyle"
}
}
}Have a question? We got answers
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