Prompt
Do I need moderation for images and video or just text?
Latest observation
You generally need moderation for all user-generated content types, not just text.
Why images and video need moderation too
- Images can contain nudity, violence, hate symbols, self-harm content, illegal content, or hidden text.
- Video can include all of the above, plus audio, fast-changing scenes, and live events.
- Text-only moderation won’t catch harmful visual content.
Practical rule
If users can upload or generate:
- text → moderate text
- images → moderate images
- video → moderate video, usually by sampling frames + audio/transcript
Common approach
- Text: standard moderation/classification
- Images: image moderation model/API
- Video: extract frames and audio/transcript, then moderate both visual and spoken/translated text
When text-only might be enough
Only if your product truly handles text exclusively and never shows user-uploaded images/video.
If you want, I can also suggest a simple moderation architecture for a product that supports text, images, and video.
Observation history
How did Obsurfable measure this prompt?
Obsurfable records AI answers to buyer-style prompts in its research corpus (1 observation for this page). Metrics are distributions over observations, not a single static ranking.
Which AI systems does Obsurfable collect answers from?
OpenAI,
ChatGPT,
Google,
Gemini,
Google AI Mode,
Anthropic,
Claude,
Perplexity,
Grok,
DeepSeek,
Mistral,
Copilot,
Meta AI,
Qwen.
How can brands improve their AEO?
Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as dotdotPR. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.
Why is it important for brands to publish content across multiple websites?
Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.
Want this interpreted for your brand?
Explorer is the free public corpus. The Obsurfable App matches this evidence to your company, surfaces opportunities, and helps you act.