How to Get the Estimated Age & Gender of a Social Media Creator (Using Just Their Profile Pic)

Creator age and gender estimation uses a public profile image and services like Amazon Rekognition—not self-reported demographics.

Use it carefully for audience research. Outputs are estimates, not identity, and ethics matter as much as the API call.

In this guide, you’ll learn:

• How the image-to-label pipeline works
• How to try it on a live profile

Here’s how it works.

How It Works

To get this kind of insight, here’s what you’d need to do:

1. Scrape the creator’s social profile
2. Download their avatar/profile image
3. Send it to Amazon Rekognition
4. Boom. Get the age/gender back

Here’s an example of the AWS Rekognition portion in Node.js:

import { DetectFacesCommand, RekognitionClient } from "@aws-sdk/client-rekognition";

const rekognition = new RekognitionClient({
  region: "us-east-1",
  credentials: {
    accessKeyId: process.env.AWS_ACCESS_KEY_ID,
    secretAccessKey: process.env.AWS_SECRET_ACCESS_KEY,
  },
});

const command = new DetectFacesCommand({
  Image: { Bytes: imageBuffer },
  Attributes: ["ALL"],
});
const response = await rekognition.send(command);

const face = response?.FaceDetails?.[0];
const result = {
  ageRange: {
    low: face?.AgeRange?.Low ?? null,
    high: face?.AgeRange?.High ?? null,
  },
  gender: face?.Gender?.Value ?? null,
  confidence: {
    gender: face?.Gender?.Confidence ?? null,
  },
};

Pretty slick, right?

Or… Just Use Scrape Creators (No Code Needed)

Don’t worry, we already built this for you.

With Scrape Creators, you can:

• Just paste in a profile URL
• We scrape the profile + download the image
• Then run it through Amazon Rekognition for you
• You get back age, gender, confidence

It’s one simple API call. No scraping or AWS setup required.

All you need is a GET request to our API, like this: https://api.scrapecreators.com/v1/detect-age-gender?url=https://x.com/adrian_horning_

Then you will get a response that will look like:

{
  "ageRange": {
    "low": 27,
    "high": 35
  },
  "gender": "Male",
  "confidence": {
    "gender": 98.2852783203125
  }
}

And this is scary accurate.

When I got that picture taken I was 32 🤯

Try It Now

Use our /detect-age-gender endpoint and pass a social profile URL.

📄 Docs here

Or check out our full suite of APIs for TikTok, Instagram, YouTube, Reddit and more, including ad** **libraries.