How We Review Every Public Character Image — And Why It Matters

The Problem With Open Platforms

Open character platforms have a dirty secret: most of them are flooded with garbage.

Screenshots ripped from games. Blurry thumbnails upscaled beyond recognition. Promotional posters with giant logos plastered across them. Manga panels with speech bubbles still attached. Sprite cutouts on plain white backgrounds. AI-generated monstrosities with melted faces and seven fingers.

When everything is allowed, nothing is discoverable. Creators who spend hours crafting beautiful character cards get buried under mountains of low-effort uploads. Users scrolling through public characters have to wade through endless junk to find anything worth clicking on.

We decided that wasn't acceptable.

The Hidden Cost of Infringement Complaints

There's another problem that doesn't get talked about enough: copyright infringement complaints are a nightmare to handle manually.

We've received a growing number of reports from creators who found their original characters being used on our platform without permission. Every single one of these cases requires an exhausting investigation process:

Identity verification — We need to confirm the person filing the complaint is actually the original creator. Screenshots, links to original posts, proof of ownership — none of this is straightforward.
Contacting uploaders — We have to reach out to the user who uploaded the character, give them a chance to respond, and navigate disputes where both parties claim ownership.
Cross-platform verification — Often the original was posted on a completely different platform, making it even harder to establish timelines and authorship.
Decision making — Even after gathering evidence, the final call isn't always clear-cut. Inspiration vs. copying. Fan art vs. theft. Similar designs vs. direct rips.

Each case can take days to resolve. Multiply that by dozens of complaints, and you have a team drowning in moderation work instead of building features.

We realized that reactive moderation — waiting for complaints and then investigating — would never scale. We needed proactive prevention. Automated systems that catch problems before they reach the public gallery.

That's why we built our image review system.

Every Public Character Gets Reviewed

Starting today, every character image must pass through our automated review system before it can appear in the public gallery. This isn't a simple file-size check or format validation — it's a comprehensive, AI-powered visual analysis that examines your image across multiple dimensions.

If your character is set to private, none of this applies. Your private characters are yours — upload whatever you want. But the moment you want to share a character publicly, your image needs to meet our community standards.

Here's what we check:

1. Art Style & Medium

We require illustration-style artwork — anime, manga, or Japanese-style digital art. This isn't about gatekeeping artistic expression; it's about maintaining a consistent, high-quality browsing experience that matches what our community expects.

What gets rejected:

Real photographs or photorealistic 3D renders
Western cartoon styles (Disney, Cartoon Network, etc.)
Chibi sprites or pixel art characters
Overly simplistic mascot-style characters

2. Character Presence

A character card should actually feature a character. Sounds obvious, but you'd be surprised how many uploads are landscapes, abstract patterns, or images where the character is a tiny speck in the corner.

Our standard: The character must be the main subject, clearly visible, and occupy a significant portion of the image.

3. Background Quality

We reject images with plain white, solid color, or transparent backgrounds. A character card isn't a sprite sheet — it should look like a complete illustration, not an extracted asset pasted onto nothing.

Simple gradient or vignette backgrounds are fine. We're not demanding elaborate scenery — just something that makes the image feel intentional and complete.

4. Text & Watermark Detection

Images with prominent text get rejected. This catches:

Game titles and logos
Speech bubbles and dialogue (manga panels)
Promotional taglines and release dates
Large watermarks that obscure the artwork

We also filter out images with visible artist signatures and watermarks. This is a deliberate choice. If an image prominently features an artist's mark, it likely wasn't created by the uploader — and we'd rather err on the side of protecting creators than allow potentially unauthorized use.

5. Copyright & IP Protection

We take intellectual property seriously. Our system screens for recognizable copyrighted characters from major franchises — think Pokémon, Marvel, Disney, and other well-known IPs. Characters that are clearly derivative of or directly copied from these properties will be flagged and rejected.

Original characters inspired by a genre are fine. An anime-style character with elemental powers isn't a Pokémon. A superhero in original costume design isn't a Marvel character. We're looking for direct copies and obvious infringements, not stylistic inspiration.

6. Visual Clarity & Resolution

The character's face and body must be clearly visible. We reject images that are:

Obscured by heavy overlays or excessive blur
Suffering from severe JPEG compression artifacts
Obviously upscaled from tiny thumbnails
Corrupted or partially loaded

7. Composition Standards

Character cards should be portraits, scenes, or illustrations — not promotional material. We reject:

Game covers and key visuals
Manga pages and comic panels
Collages and multi-panel layouts
UI screenshots and game HUDs
Images that are mostly text with a small character tucked in a corner

8. Image Integrity

We filter out AI-generated images with obvious severe defects — melted faces, extra limbs fused together, completely incoherent anatomy. If the image is so dark or overexposed that you can't make out the character, it's rejected too.

What This Means for Creators

Your work gets the visibility it deserves.

When every public character meets a quality baseline, the browsing experience improves dramatically. Users can scroll through the public gallery knowing that every card represents a thoughtful creation — not a hasty screenshot or a stolen asset.

For creators who put effort into their character designs:

Your cards won't be buried under low-quality uploads
The overall platform aesthetic reflects well on everyone
Users are more likely to engage with characters when they trust the quality standard

What This Means for Users

A better browsing experience, period.

No more wading through broken images, blurry thumbnails, or clearly stolen artwork. Every public character you see has been verified for quality. The public gallery becomes something worth exploring rather than something to endure.

Our Content Philosophy

We want to be transparent about something: Reverie is an adult platform, and our image review system reflects that.

We are strict about image quality, copyright, and artistic standards. We are not in the business of policing creative expression or content themes. An image can be explicit and still pass our review — as long as it meets the quality criteria above. We believe adults can make their own choices about content, and our job is to ensure that content meets a baseline of quality and originality.

Quality, not morality, is our filter.

Looking Ahead: Cross-Platform Creator Protection

Image quality review is just the beginning. We're actively working on something much more ambitious: a cross-platform copyright protection system.

The idea is straightforward — partner with other character platforms to create a shared verification network. If a character is already published on another platform by its original creator, it can't be claimed and published on Reverie by someone else. And vice versa.

We'll be honest: as a smaller platform, pushing this forward isn't easy. Building these partnerships takes time, trust, and mutual commitment. Larger platforms don't always have incentive to cooperate with newer ones. But we believe this is the right direction for the entire character creation ecosystem, and we're committed to making it happen — even if it takes longer than we'd like.

Creator protection shouldn't be a competitive advantage. It should be an industry standard.

The Technical Foundation

Our review system is powered by a vision AI model specifically tuned for this task. When you set a character to public:

Your avatar image is sent to our analysis pipeline
The vision model evaluates the image across all criteria simultaneously
If the image passes, your character goes public immediately
If it fails, you get a specific reason explaining what needs to change

The entire process takes seconds. No manual review queue, no waiting days for approval. Instant, consistent, automated quality enforcement.

We chose automation over manual review for important reasons:

Consistency — Every image is judged by the same standards, every time
Speed — No bottleneck from human reviewers
Scalability — Works whether we have 100 or 100,000 submissions per day
Transparency — You get a clear reason for rejection, not a vague "didn't meet standards"

A Better Community, Together

We know that no automated system is perfect. There will be edge cases where a great image gets rejected, or a problematic one slips through. We're constantly refining our detection models and criteria based on real-world results.

If your image gets rejected and you believe it shouldn't have been, reach out to us. Every false positive helps us improve the system.

Building a quality community is a shared effort. We provide the tools and standards. Creators provide the artistry and imagination. Users provide the engagement and feedback. Together, we make Reverie a platform worth spending time on.

Ready to share your character with the world? Set your character to public and our review system handles the rest — instantly, transparently, and consistently.