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Try Image Moderation

Profile Picture Moderation

Profile pictures appear everywhere on your platform – in comments, messages, search results, and recommendations. One inappropriate avatar can damage your platform's reputation. Our AI moderates profile photos at upload, ensuring every user is represented appropriately.

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Profile photos moderated
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Inappropriate content detection
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Single-face verification rate

Why Profile Picture Moderation Matters

Profile pictures are unique because they appear everywhere on your platform. Unlike a single post that might be seen briefly, a profile picture is displayed every time a user comments, sends a message, appears in search results, or interacts with others. This pervasive visibility means one inappropriate profile photo can affect countless interactions.

Profile picture moderation also has specific requirements beyond general photo moderation. Many platforms require a single, clear face. Professional networks need business-appropriate imagery. Gaming platforms may allow avatars but need to screen them for offensive content. The expectations vary by platform type.

Our profile picture moderation API provides specialized checks designed specifically for profile images, including single-face verification, appropriateness screening, and platform-specific standards.

Single Face Verification

Verify profile photos contain exactly one clear face, meeting standard profile picture requirements for identification.

NSFW Detection

Screen for explicit content, nudity, and suggestive imagery inappropriate for profile photos.

Offensive Symbol Detection

Identify hate symbols, extremist imagery, and offensive content that shouldn't represent users.

AI Face Detection

Identify AI-generated faces and deepfakes that may be used for fake accounts and impersonation.

Quality Checks

Verify image quality, resolution, and technical requirements for profile display.

Text & Logo Detection

Detect text overlays, promotional content, and logos that may violate profile photo policies.

Profile Picture Use Cases

Social Media Profiles

Screen profile photos on social networks where they appear in feeds, comments, and messaging.

Professional Networks

Ensure professional appropriateness on LinkedIn-style platforms with business standards.

Dating App Profiles

Verify real photos and appropriate content on dating platforms where photos drive connections.

Gaming Avatars

Screen custom avatars and profile images on gaming platforms for offensive content.

Marketplace Seller Profiles

Verify seller profile photos on e-commerce and marketplace platforms.

Employee Directories

Screen photos for internal employee directories and corporate systems.

Simple Integration

Add profile picture moderation to your user registration and profile update flows with our easy-to-use API.

# Python example for profile picture moderation
import requests

def moderate_profile_photo(image_url, platform_type, api_key):
    response = requests.post(
        "https://api.imagemoderationapi.com/v1/profile/moderate",
        headers={"Authorization": f"Bearer {api_key}"},
        json={
            "image_url": image_url,
            "platform_type": platform_type,  # "social", "professional", "dating"
            "checks": ["single_face", "nsfw", "offensive_symbols", "ai_generated"]
        }
    )
    result = response.json()

    if not result["has_single_face"]:
        return {"status": "rejected", "reason": "must_show_face"}
    if result["nsfw"]:
        return {"status": "rejected", "reason": "inappropriate_content"}

    return {"status": "approved"}

Frequently Asked Questions

Do you require profile photos to show a face?

That's configurable. Some platforms require a clear face for identification; others allow avatars, logos, or other images. Our API can enforce whichever policy you prefer.

Can you detect AI-generated profile photos?

Yes. We identify AI-generated faces commonly used for fake accounts, bots, and impersonation attempts.

How do you handle different cultural standards?

Our moderation focuses on universally inappropriate content (explicit imagery, hate symbols) rather than subjective appearance judgments. You can configure thresholds for your specific audience.

What happens when a profile photo is rejected?

Our API returns specific rejection reasons so you can give users actionable feedback. For borderline cases, you can route to human review.

Screen Every Profile Photo

Automated moderation for profile pictures at scale. Start your free trial today.

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