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Documentation // Protocol

How It Works

System Architecture & Mechanics

1. What Mogg Does

Mogg.ai is a playful AI-powered photo analysis experience. Upload an image and the system analyzes visible visual cues such as presentation, styling, composition, expression, lighting, and other image characteristics to generate an entertaining result.

Mogg.ai offers three different analysis protocols, each designed around a different type of photo.

2. The Three Protocols

SQUAD

Designed for group photos. Mogg analyzes the visible people together and generates an entertainment-focused interpretation of the image.

SOLO

Designed for individual photos. Mogg evaluates visible presentation, composition, styling, expression, lighting, and other image-level cues.

DATING

Designed around dating-profile photos. Mogg analyzes visual cues to deliver entertainment-focused feedback and creative bio suggestions.

3. Understanding Your Results

Results are generated dynamically by AI from the image submitted for analysis. They may include ratings, observations, commentary, comparisons, recommendations, or generated text depending on the selected protocol.

AI-generated results are inherently interpretive. Different photos, crops, lighting conditions, expressions, or model responses can produce different results.

4. What Mogg Does Not Measure

Mogg analyzes the submitted image. Its output should not be treated as an objective measurement of a person's attractiveness, personality, compatibility, identity, character, or human worth.

The service is designed for entertainment and creative feedback, not for making consequential decisions about people.

5. Your Images & Data

Images are transmitted to the services required to perform the requested analysis. Mogg.ai does not operate a public photo gallery or user-facing image archive.

For details on image processing, analytics, and third-party services, see the Privacy Policy.

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