TikTok & Instagram Creator Stats

TikTok

Operated by Sourcelane✓ verified

A tool that analyzes TikTok and Instagram creator profiles in bulk to produce profile metrics and engagement analytics: follower and following counts, post totals, verification status, bio and avatar presence, computed engagement rate benchmarked by audience size, an A–D engagement grade, average likes and comments per post, posting cadence and last-post date (Instagram), follower ratio as a bot/spam signal, and whether engagement is measured from recent posts or lifetime performance. The connector processes mixed TikTok and Instagram profiles (up to 100 per run), requires no login or cookies, and outputs per-profile quantitative metrics, comparative engagement scores, and categorical grades for creator comparison and ranking.

Verified Sep 28, 12:10 AM

$0.02

per creator profile

Up to 50 per call. Only pay for results returned; failed calls are refunded.

What people use it for

Influencer vetting — verify a creator's engagement is real before paying for a collaboration
Campaign shortlisting — batch-compare hundreds of candidate creators and rank by grade
Competitor analysis — track how competing brands' accounts actually perform
Agency reporting — refresh client and prospect stats on a schedule
Lead scoring — enrich creator lists with follower counts and engagement quality

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://cool-puffin-608.convex.site/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"tiktok-instagram-creator-stats","params":{"profiles":["https://www.tiktok.com/@tiktok","instagram:natgeo"]},"maxResults":10}'

Request params

Field	Type	Required	Description
`profiles`	array	required	Creator profiles to analyze — mix TikTok and Instagram freely. Accepts full profile URLs (https://www.tiktok.com/@user, https://www.instagram.com/user) or 'tiktok:username' / 'instagram:username'. Maximum 100 per run.
`igSampleSize`	integer	optional	How many recent Instagram posts to sample when computing the engagement rate (1–36). More posts = more accurate but slower.

Each result contains

Field	Type	Description
`platform`	string	Platform
`username`	string	Username
`profileUrl`	string	Profile Url
`fullName`	string	Full Name
`bio`	string	Bio
`avatarUrl`	string	Avatar Url
`verified`	boolean	Verified
`isPrivate`	boolean	Is Private
`followers`	integer	Followers
`following`	integer	Following
`postsCount`	integer	Posts Count
`totalLikes`	integer	Total Likes
`engagementRatePct`	number	—
`engagementBasis`	string	—
`avgLikes`	number	—
`avgComments`	null	—
`postsPerWeek`	null	—
`lastPostAt`	null	—
`sampleSize`	integer	—
`followerRatio`	integer	—
`grade`	string	—
`gradeLabel`	string	—

Use TikTok & Instagram Creator Stats 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://cool-puffin-608.convex.site/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://cool-puffin-608.convex.site/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://cool-puffin-608.convex.site/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://cool-puffin-608.convex.site/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://sourcelane-amber.vercel.app/openapi.json

REST

One POST. Pass maxResults to cap cost.

curl

curl -X POST https://cool-puffin-608.convex.site/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"tiktok-instagram-creator-stats","params":{"profiles":["https://www.tiktok.com/@tiktok","instagram:natgeo"]},"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://cool-puffin-608.convex.site/v1/call",
    headers={"Authorization": "Bearer sl_live_your_agent_key"},
    json={
        "listing": "tiktok-instagram-creator-stats",
        "params": {"profiles":["https://www.tiktok.com/@tiktok","instagram:natgeo"]},
        "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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