u/BabyKitty-Meow1349

Imagine a social platform where every video gets analyzed for authenticity:

• Videos labeled “Verified Real,” “Likely Real,” or “Likely AI”
• You can tap to see why it got that label
• Creators build a trust score based on their verified content

Would this be useful to you, or would you just scroll like normal on TikTok/Instagram?
I’m trying to figure out if people would actually use an app like this.

Imagine a social platform where every video gets analyzed for authenticity:

• Videos labeled “Verified Real,” “Likely Real,” or “Likely AI”
• You can tap to see why it got that label
• Creators build a trust score based on their verified content

Would this be useful to you, or would you just scroll like normal on TikTok/Instagram?
I’m trying to figure out if people would actually use an app like this.

Imagine a social platform where every video gets analyzed for authenticity:

• Videos labeled “Verified Real,” “Likely Real,” or “Likely AI”
• You can tap to see why it got that label
• Creators build a trust score based on their verified content

Would this be useful to you, or would you just scroll like normal on TikTok/Instagram?
I’m trying to figure out if people would actually use an app like this.

Imagine a social platform where every video gets analyzed for authenticity:

• Videos labeled “Verified Real,” “Likely Real,” or “Likely AI”
• You can tap to see why it got that label
• Creators build a trust score based on their verified content

Would this be useful to you, or would you just scroll like normal on TikTok/Instagram?
I’m trying to figure out if people would actually use an app like this.

Quick question:

If there was a tool or app that could tell you whether a video is likely AI-generated or real…

Would you actually use it regularly?

Or is this one of those things where:

• It sounds useful
• But you wouldn’t go out of your way to check

Trying to understand if this is a real habit people would adopt or not.

What if there was a platform where:

• Every video gets analyzed
• You see a label like “Likely Real”, “Uncertain”, or “Likely AI”
• And you can tap to see why it got that label

Not blocking content, just adding transparency.

Would you actually use something like that?

Or would you still just stick to TikTok/Instagram and not care?

Trying to figure out if people actually want this or if it’s just an interesting idea in theory.

I’ve been noticing more and more videos online where I genuinely can’t tell if they’re real or AI.

Deepfakes, AI influencers, fake ads… it’s getting kind of crazy.

So I’m thinking about building a simple tool where you can:

• Upload a video or paste a link
• And it gives you a “likelihood” score (like: likely real, likely AI, or uncertain)
• Plus a breakdown of why it thinks that

Not perfect detection, just something to help people make better judgments.

Before I spend time building it, I wanted to ask:

Would you actually use something like this?
Or is this one of those “cool idea but I’d never open the app” things?

Also curious:

• Where would you use it most? (TikTok, ads, news, etc.)
• Would you prefer this as a website, app, or browser extension?

Appreciate any honest feedback, even if it’s brutal.

In talking with teams across ops, finance, and legal, a common pattern keeps coming up as companies scale:

Contracts don’t fail because dates disappear — they fail because ownership does.

People leave, roles shift, obligations stay buried in PDFs, and reminders alone don’t hold up. Over time, accountability fades and renewals turn into surprises instead of decisions.

Thanks again to everyone who’s shared their experiences so far — it’s been really helpful in understanding how ownership and accountability break at scale.

I’m now exploring an approach where contract obligations are tied to explicit owners and automatically escalate if no action is taken before renewals.

Would something like that actually be useful in practice for your team?