TikTok Similar Accounts Finder

TikTok

Operated by Sourcelane✓ verified

A tool that discovers TikTok accounts similar to a target profile without requiring login. It identifies lookalike creators, competitors, and niche peers and returns profile metadata (usernames and display names, verification status, profile URLs), audience and engagement metrics (follower and following counts, total likes/hearts, video counts), and profile content (bio text and bio link). The connector produces paginated similarity lists for large-scale discovery by persisting page tokens across runs. Technical approach: analyzes public TikTok profile signals and engagement metrics to generate ranked clusters of similar accounts suitable for discovery, analysis, and outreach.

Verified Sep 28, 3:55 AM

$0.01

per similar account

Up to 100 per call. Only pay for results returned; failed calls are refunded.

What people use it for

Influencer discovery — find creators similar to a proven partner or competitor
Competitive analysis — map out who else is competing for the same audience
Content ideation — study a cluster of similar creators for trends and formats
Lead generation — build outreach lists of accounts in a specific niche

Trust & reliability

7d uptime trend

Window	Uptime	Success rate	p50	p95
24h	—	—	—	—
7d	—	—	—	—
30d	—	—	—	—

Calling contract

Call it through Sourcelane's gateway or MCP server. We run the connector, apply your agent's spend guardrails, and bill only the results returned.

Call it via Sourcelane

curl -X POST https://api.usesourcelane.com/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"tiktok-similar-accounts-finder","params":{"username":"zachking","maxItems":5},"maxResults":10}'

Request params

Field	Type	Required	Description
`username`	string	required	Find TikTok accounts similar to this username. Accepts with or without the leading @.
`maxItems`	integer	optional	Maximum number of similar accounts to return. Set to 0 for unlimited (fetches all pages up to the connector timeout). Capped at 100 per call.
`pageId`	string	optional	Paste NEXT_PAGE_ID from the previous run's Key-value store to fetch the next page.

Each result contains

Field	Type	Description
`sourceUsername`	string	Source Username
`userId`	string	User Id
`username`	string	Username
`nickname`	string	Nickname
`isVerified`	boolean	Is Verified
`isPrivate`	boolean	Is Private
`secUid`	string	Sec Uid
`avatarUrl`	string	Avatar Url
`signature`	string	Signature
`bioLink`	string	Bio Link
`profileUrl`	string	Profile Url
`followerCount`	integer	Follower Count
`followingCount`	integer	—
`heartCount`	integer	—
`videoCount`	integer	—

Use TikTok Similar Accounts Finder from Claude, ChatGPT or Cursor

Pick your tool and connect in under a minute. Then just ask — for example: “What are the top 25 TikTok videos for 'protein coffee' this week, and what hooks do they use?”

Connect Claude

Web, desktop and mobile. Paste one URL.

1Copy your personal connector URL
2In Claude open Settings → Connectors → Add custom connector
3Paste the URL and click Add — done

Manual setup (config files, REST, Python) +

Claude Code

Adds the Sourcelane MCP server with your key as a header.

terminal

claude mcp add --transport http sourcelane https://api.usesourcelane.com/mcp \
  --header "Authorization: Bearer sl_live_your_agent_key"

Claude Desktop (config file)

Alternative to the connector URL: add to claude_desktop_config.json, then restart Claude.

claude_desktop_config.json

{
  "mcpServers": {
    "sourcelane": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://api.usesourcelane.com/mcp",
        "--header",
        "Authorization:${AUTH_HEADER}"
      ],
      "env": {
        "AUTH_HEADER": "Bearer sl_live_your_agent_key"
      }
    }
  }
}

Cursor & Windsurf

Add to ~/.cursor/mcp.json (or Windsurf's mcp_config.json).

mcp.json

{
  "mcpServers": {
    "sourcelane": {
      "url": "https://api.usesourcelane.com/mcp",
      "headers": {
        "Authorization": "Bearer sl_live_your_agent_key"
      }
    }
  }
}

VS Code

Save as .vscode/mcp.json. VS Code prompts for your key once.

.vscode/mcp.json

{
  "servers": {
    "sourcelane": {
      "type": "http",
      "url": "https://api.usesourcelane.com/mcp",
      "headers": {
        "Authorization": "Bearer ${input:sourcelane-key}"
      }
    }
  },
  "inputs": [
    {
      "type": "promptString",
      "id": "sourcelane-key",
      "description": "Sourcelane agent key",
      "password": true
    }
  ]
}

ChatGPT Custom GPT (Actions)

Create a GPT → Actions → Import from URL, then Authentication: API Key, Bearer.

OpenAPI schema URL

https://usesourcelane.com/openapi.json

REST

One POST. Pass maxResults to cap cost.

curl

curl -X POST https://api.usesourcelane.com/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"tiktok-similar-accounts-finder","params":{"username":"zachking","maxItems":5},"maxResults":10}'

Python, LangChain, CrewAI, OpenAI Agents SDK…

Wrap the REST call as a tool, or point an MCP client at the endpoint.

python

import requests

res = requests.post(
    "https://api.usesourcelane.com/v1/call",
    headers={"Authorization": "Bearer sl_live_your_agent_key"},
    json={
        "listing": "tiktok-similar-accounts-finder",
        "params": {"username":"zachking","maxItems":5},
        "maxResults": 10,
    },
    timeout=300,
)
body = res.json()
print(body["receipt"]["chargedMicros"], "micro-USD for", body["receipt"]["results"], "results")
print(body["data"])

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