# TikTok Influencer Analytics (`scraptivo/tiktok-creator-analytics`) Actor

Analyze real TikTok engagement beyond followers. This tool calculates likes, comments, and view-based engagement rates for unlimited profiles — perfect for influencer marketing, research, and brand analysis.

- **URL**: https://apify.com/scraptivo/tiktok-creator-analytics.md
- **Developed by:** [Scraptivo](https://apify.com/scraptivo) (community)
- **Categories:** Lead generation, Social media, News
- **Stats:** 9 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $10.00 / 1,000 influencers

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## TikTok Engagement Rate

**Want to know if an influencer’s audience is _actually_ paying attention?** This tool helps you see beyond vanity metrics like follower count and get a real sense of how engaged their audience truly is. It breaks down likes, comments, and views on recent posts to give you clear engagement rates — so you can find creators who actually connect with their followers.

For just **$30/month**, you can analyze **UNLIMITED TikTok profiles** with ease.

### 💡 What it does

This Actor analyzes any **public TikTok profile** by scraping their latest **posts**, breaking down how people interact with their **videos**, and calculating real engagement metrics.

Whether you're scouting influencers, running a campaign, or just doing competitor research — this tool helps you fgure out who’s truly influential and who’s just faking it.

---

### Features

- Extract detailed TikTok profile information:
  - Full name
  - Followers count
  - Following count
  - Videos Engagement
  - Last Video Posted
  - Biography and bio links
  - Profile picture URL
  - Latest Uploaded videos
  - Verification status
  - Private/public account status
- Retrieve media details:
  - Videos with captions, view counts, and likes, comments.
- Supports proxies for anonymity and bypassing restrictions.
- Fast and reliable scraping with retry mechanisms.

#### 🎥 Video Engagement By Views

- Pulls all recent video posts
- Includes likes, comments, views, captions, and duration
- **Video Engagement Rate**:
  ```text
      (Likes + Comments) / Views * 100
````

#### 🎥 Video Engagement by Followers

- Pulls all recent video posts
- Includes likes, comments, views, captions, and duration
- **Video Engagement Rate**:
  ```text
      (Likes + Comments) / Followers * 100
  ```

### What Is "Engagement Rate"?

Engagement rate is a measure of how actively users interact with content. For TikTok, the most common forms of interaction are:

❤️ Likes

💬 Comments

👁️ Views (only for videos)

You generally normalize engagement by either:

- Followers (to measure influence relative to audience size)

- Views (for videos, to measure post-level performance)

***

### Pricing

- **Unlimited Profiles**: Only **$30/month**.
- No hidden fees or limits on usage.

***

### Input

The actor accepts the following input:

- urls (list\[string], required): The URLs of the TikTok Profiles.

- proxy (string, optional): The proxy URL to use for scraping. This ensures you can scrape images from multiple listings without being rate-limited.

#### 📝 Copy for Use:

```json
{
  "urls": [
    "https://www.tiktok.com/@kyliejenner/",
    "https://www.tiktok.com/@justinbieber/"
  ]
}
```

***

### Why Choose This Scraper?

- **Affordable**: Unlimited scraping for just $20/month.
- **Comprehensive**: Extracts all essential profile and media details.
- **Easy to Use**: Simple setup and integration with the Apify platform.
- **Reliable**: Built with retry mechanisms to handle network issues.

***

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#### Running via Apify Console

You can run this actor from the Apify Console by providing the necessary input parameters.

#### Running via API

You can trigger this actor using the Apify API, passing the required input in the request body.

### API Request Example (Python)

```shell
from apify_client import ApifyClient

## Initialize the ApifyClient with your API token
client = ApifyClient("<YOUR_API_TOKEN>")

## Prepare the Actor input
run_input = {
    "urls": [
    "https://www.tiktok.com/@kyliejenner/",
    "https://www.tiktok.com/@justinbieber/"
]

}

## Run the Actor and wait for it to finish
run = client.actor("rigelbytes/tiktok-engagement-rate").call(run_input=run_input)


```

### JavaScript

```shell
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your API token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
       "urls": [
    "https://www.tiktok.com/@kyliejenner/",
    "https://www.tiktok.com/@justinbieber/"
]
};

(async () => {
    // Run the Actor and wait for it to finish
    const run = await client.actor("rigelbytes/tiktok-engagement-rate").call(input);

})();

```

### Running with cURL

```shell
## Set API token
API_TOKEN=<YOUR_API_TOKEN>

## Prepare Actor input
cat > input.json <<'EOF'
{
     "urls": [
    "https://www.tiktok.com/@kyliejenner/",
    "https://www.tiktok.com/@justinbieber/"
]
}
EOF

## Run the Actor
curl "https://api.apify.com/v2/acts/rigelbytes/tiktok-engagement-rate/runs?token=$API_TOKEN" \
  -X POST \
  -d @input.json \
  -H 'Content-Type: application/json'

```

- ## Output
  ![Output](https://github.com/faizanalii/apify-images/blob/main/TiktokEngagementRate.gif?raw=true)

### [![View Detailed Data](https://img.shields.io/badge/Detailed-Data-green?style=for-the-badge)](#detailed-data)

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### Understanding Proxies:

When scraping data or browsing anonymously, proxies are essential. They act as intermediaries, masking your original IP address and allowing you to send requests from another location.

#### Why Use Proxies?

- Avoid IP Blocks: By routing requests through proxies, you prevent the target website from recognizing your IP as a scraper or spammer.
- Access Geo-restricted Content: Proxies let you access content or websites restricted by location.
- Enhance Anonymity: Hide your actual IP, ensuring privacy while scraping or browsing.

#### Types of Proxies

1. Residential Proxies
   - Real IP addresses provided by ISPs to home users.
   - They mimic regular users, making them harder to detect.
   - Best for: Long-term, undetectable scraping, and avoiding blocks.
2. Data Center Proxies
   - IP addresses from servers in data centers.
   - Faster and cheaper than residential proxies but easier to detect and block.
   - Best for: High-speed scraping, but with a higher risk of detection.
3. Mobile Proxies
   - IPs provided by mobile carriers (3G/4G/5G networks).
   - Very difficult to detect, as they appear as regular mobile users.
   - Best for: Mobile-related scraping or avoiding sophisticated blocks.

#### Rotating Proxies vs. Straight Proxies

- Rotating Proxies: Every request you send goes through a different proxy, making it harder for websites to detect patterns.
- Straight Proxies: All requests are sent through the same proxy, making it easier to track your IP.

### About Rigel Bytes

Rigel Bytes specializes in web scraping, automation, and data analytics. We help businesses extract and leverage valuable data for informed decision-making.

### Contact Us

Ready to unlock the power of data? Reach out to us at (contact@rigelbytes.com) or [book an appointment](https://cal.com/faizanali/appointments) with us to learn more about how we can help you achieve your data goals.

### Detailed Data

```json
[
  {
    "id": "6654362767867265030",
    "nickname": "Kylie Jenner",
    "uniqueId": "https://www.tiktok.com/@kyliejenner",
    "signature": "",
    "avatarLarger": "https://p16-common-sign.tiktokcdn-us.com/tos-useast8-avt-0068-tx2/0cdc04eed02ac5487dc7bf54f767f829~tplv-tiktokx-cropcenter:1080:1080.jpeg?dr=9640&refresh_token=e2bd57cc&x-expires=1761336000&x-signature=OIy03GPdrCGq2tvWjATiKQ4h0IY%3D&t=4d5b0474&ps=13740610&shp=a5d48078&shcp=81f88b70&idc=useast5",
    "createTime": "2019-02-05 04:22:16",
    "bioLink": {
      "link": "khy.com",
      "risk": 3
    },
    "privateAccount": false,
    "ttSeller": false,
    "nickNameModifyTime": "1970-01-01 00:00:00",
    "followerCount": 59400000,
    "followingCount": 30,
    "heartCount": 1700000000,
    "videoCount": 573,
    "diggCount": 0,
    "friendCount": 29,
    "videosEngagement": 137.7116313131313,
    "videosViewsEngagement": 11.270571428571428,
    "videoLastUploaded": "2025-10-20 16:39:27",
    "videos": [
      {
        "id": "7563344390379408670",
        "isAd": false,
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]
```

# Actor input Schema

## `urls` (type: `array`):

List of TikTok Profile Links

## `proxyConfiguration` (type: `object`):

Select proxy groups or use your custom proxies

## `max_concurrency` (type: `integer`):

Maximum number of concurrent requests

## Actor input object example

```json
{
  "urls": [
    "https://www.tiktok.com/@kyliejenner/",
    "https://www.tiktok.com/@justinbieber/"
  ],
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  },
  "max_concurrency": 10
}
```

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "urls": [
        "https://www.tiktok.com/@kyliejenner/",
        "https://www.tiktok.com/@justinbieber/"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("scraptivo/tiktok-creator-analytics").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = { "urls": [
        "https://www.tiktok.com/@kyliejenner/",
        "https://www.tiktok.com/@justinbieber/",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("scraptivo/tiktok-creator-analytics").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "urls": [
    "https://www.tiktok.com/@kyliejenner/",
    "https://www.tiktok.com/@justinbieber/"
  ]
}' |
apify call scraptivo/tiktok-creator-analytics --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=scraptivo/tiktok-creator-analytics",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "TikTok Influencer Analytics",
        "description": "Analyze real TikTok engagement beyond followers. This tool calculates likes, comments, and view-based engagement rates for unlimited profiles — perfect for influencer marketing, research, and brand analysis.",
        "version": "0.0",
        "x-build-id": "EtJyrjcYIDnFrqPys"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/scraptivo~tiktok-creator-analytics/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-scraptivo-tiktok-creator-analytics",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/scraptivo~tiktok-creator-analytics/runs": {
            "post": {
                "operationId": "runs-sync-scraptivo-tiktok-creator-analytics",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/scraptivo~tiktok-creator-analytics/run-sync": {
            "post": {
                "operationId": "run-sync-scraptivo-tiktok-creator-analytics",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "urls"
                ],
                "properties": {
                    "urls": {
                        "title": "Profile Links",
                        "type": "array",
                        "description": "List of TikTok Profile Links"
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Select proxy groups or use your custom proxies",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "RESIDENTIAL"
                            ]
                        }
                    },
                    "max_concurrency": {
                        "title": "Max Concurrency",
                        "minimum": 1,
                        "maximum": 50,
                        "type": "integer",
                        "description": "Maximum number of concurrent requests",
                        "default": 10
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```