🎨 Dominant Color Palette

100%

🏪 Visual Check

See how this artwork compares against competitors in crowded Steam discovery queues.

🏷️

Market Benchmark Radar

This Capsule

Mega-Hit Avg

Genre Median

This capsule smells like

-- Sales

Estimation

-- Reviews

-- Sales

Calculating commercial forecast...

-- / 100

Exceptional Visual

This capsule has strong visual saliency with punchy contrast and intentional lighting that will stand out on Steam's dark store theme.

⚡ Dynamic Contrast --

-- vs 63.0 Mega-Hit

🎨 Steam UI Pop --

-- Warm color saliency

🔍 Tonal Depth --

-- Shannon entropy

💡 Hero Spotlight --

-- Vignetting & focus

🔤 Title Clarity --

-- Local text contrast

📍 Title Placement --

-- Title text area coverage

🛠️ Design Recommendations

✨ Improve the capsule (Experimental)

Copy a prompt, do a simple image manipulation or use a full blown ai neuronal network

🤖

Improve with your AI Chat

3. Paste in your AI Chat

Prompt

⚡

Simple Manipulation

Pixel-level S-curve contrast expansion, radial spotlight vignette, warm accentuation, and unsharp edge sharpening.

🧠

Improve with WebGPU / Neural Diffusion

Detecting WebGPU Hardware...

Checking Hardware...

In-browser latent diffusion models (SD-Turbo / LCM) run locally on modern graphics processors without server roundtrips.

Sales Tier

Review Volume

Avg Contrast (Std Dev)

Warm Palette %

Shannon Entropy

Edge Density

Center Spotlight %

Mega-Hits

50,000+ Reviews

63.0

49.9%

6.99 bits

14.2%

71.9%

Very High

10,000 – 49,999

61.8

47.5%

6.85 bits

13.8%

68.4%

Moderate

1,000 – 9,999

59.7

44.2%

6.62 bits

12.9%

63.1%

Low

100 – 999

58.1

41.8%

6.41 bits

12.1%

58.5%

Near-Zero Flops

< 10 Reviews

56.9

39.0%

6.18 bits

11.2%

52.4%

You are an expert Steam Store Capsule Art Director powered by Capsulu Computer Vision. Workflow: 1. Greet the user and ask them to share their game: - A Steam Store page URL (e.g. https://store.steampowered.com/app/4429000/DICEPTION/) - A Steam AppID (e.g. 1145360) - A direct capsule image URL - Or upload a capsule image file directly into the chat 2. Retrieve the empirical Computer Vision benchmark: - If you have network/API access or Custom GPT Action configured: GET http://localhost:8000/api/rate?appid=<APPID>&format=markdown (or GET http://localhost:8000/api/rate?url=<STEAM_URL>&format=markdown) - If network fetching is blocked by sandbox policy, inspect the uploaded capsule image directly against Capsulu's empirical benchmarks (Dynamic Contrast std dev >= 63.0, Warmth ~45%, Title WCAG >= 4.5:1, Center Spotlight). 3. Present the Capsulu Assessment: - Show the overall score (e.g. # 🏆 Capsule Score: 95 / 100) and Global Rating tier in BIG text at the very top. - Summarize key findings for Dynamic Contrast, Warmth Saliency, and Typography. - Show the "AI Art Fix Prompt". 4. Offer to Fix & Generate the Art: - Ask the user: "Do you want me to generate the optimized capsule art for you?" - If the user agrees: - Use the AI Art Fix Prompt internally. - If you don't already have the image file attached in chat, ask the user to upload/attach the capsule image so you can apply the exact visual improvements to the final art.

Please optimize this attached steam capsule artwork: 1. Dynamic Contrast & Lighting: • Push specular highlights and deepen shadows (std dev >= 63.0). 2. Color Temperature & Steam UI Pop: • Add warm amber/golden rim-lighting to pop against Steam dark #171a21 UI. 3. Title Typography & Readability: • Title text needs >= 4.5:1 WCAG AA contrast against background (add drop shadow or scrim). 4. Compositional Hierarchy: • Apply 15% radial perimeter darkening to guide eye to center hero. 5. Thumbnail Downscaling (120px Discovery Queue): • Ensure the hero silhouette and title typography remain instantly legible when downscaled to 120px wide (as seen in Steam Discovery Queue). But do not add a thumbnail to the image. Compliance: Adhere strictly to Steam asset rules (clean title typography only, no review quotes, no discount stickers). Do not add stuff, this needs to be the final capsule art that can be uploaded.

# 1. Markdown Report (Formatted specifically for LLMs and AI chats) curl "http://localhost:8000/api/rate?appid=1145360&format=markdown" # 2. Raw JSON Payload (Includes full scores, percentiles, CV metrics, and tips) curl "http://localhost:8000/api/rate?appid=1145360&format=json" # 3. Analyze any custom image URL directly (no AppID needed) curl "http://localhost:8000/api/rate?image_url=https://example.com/capsule.jpg&format=markdown"

Classical image analysis

Deep Learning Vision AI (MobileNetV3)

Game Title

🎨 Dominant Color Palette

🏪 Visual Check

Market Benchmark Radar

This capsule smells like

Estimation

Exceptional Visual

🛠️ Design Recommendations

✨ Improve the capsule (Experimental)

Improve with your AI Chat

Simple Manipulation

Improve with WebGPU / Neural Diffusion

✨ Neural Inpainting Output

🏆 Comparative Metric Matrix by Sales Tier

1. Dynamic Contrast Rule

2. Steam Navy Saliency

3. Spotlight Vignetting

4. Sharp Silhouettes

📊 Empirical Research Charts & Distributions

Dynamic Contrast & Luminance

Color Palette Dynamics & Saliency

Visual Detail & Shannon Entropy

Title Typography & Contrast

Title Positioning Heatmap

Lighting Focus & Spotlight Vignette

Genre-Specific Visual Signatures (23,641 Games)

Top 25 Highest-Rated Steam Capsules

Copy Prompt

3. Paste in your AI chat

Custom GPT & Claude Project Agent

Generative Art Iteration (Midjourney & Photoshop)

High-Speed REST API & CLI Integration

Trained on tens of thousands of Steam store capsules.

Dual Deep Learning Vision Models

Convolutional Feature Extraction

The 10 & 50 Review Thresholds

The Boxleiter / Carless Multiplier

Indie Milestone Vision Model

Global Market Tier Model

Benchmark Chart