Is this post real?

We run an internal model to assess whether the post thumbnail is AI-generated, returning a confidence score with visual bars for easy interpretation.

When AI-generated content is detected, we identify which generator was likely used and rank the top candidate models by confidence.

We use AI to examine the thumbnail for signs of synthetic generation: unnatural textures, impossible lighting, morphed faces, and other visual tells.

Scans for phrases commonly found in investment scams, phishing attempts, and spam posts circulating in Singapore.

Detects hashtags and phrases that creators of AI-generated content typically use to tag or disclose their posts.

Reviews username patterns that are commonly linked to bot accounts and auto-generated fake profiles.

Compares likes, views and comments against follower count to identify signs of purchased engagement.

Checks account creation date and posting patterns to flag newly created accounts showing suspicious activity.