Worldlabs
Complete AI search performance analysis
Mention Rate
About Worldlabs
Worldlabs
World Labs is a spatial intelligence company building frontier world models and products that can perceive, generate, reason about, and interact with the 3D world. Its first product, Marble, creates persistent, editable 3D worlds from multimodal inputs and supports export into downstream workflows.
Scorecard
Across all 90 AI answers
Visibility Score
Mention rate ÷ average rank (0–100). Higher when AI names you often and near the top.
Share of Voice
Your share of the AI conversation, compared to competitors
Average Rank
Your typical position in AI recommendations
Visibility Distribution
Where you land across 90 answers — 30 prompts × 3 platforms
Platform Performance
How your brand shows up on each AI platform — 30 prompts each
ChatGPT
2/30 responses mention you
Google Overview
8/30 responses mention you
Perplexity
4/30 responses mention you
Competitive
Landscape
How you compare against competitors
in AI visibility
Prompt-Level Detail
Every prompt we ran, tagged by type, with who showed up alongside you
All Prompts
What are the best AI tools for generating persistent, editable 3D environments from text or images?
Type
RecommendationsAvg Rank
1st
Platforms
Competitors
How do the best 3D environment generation tools compare for persistent scenes versus real-time generated scenes?
Type
ComparisonsAvg Rank
1st
Platforms
Competitors
—How do top spatial intelligence platforms compare for editing and reusing generated environments?
Type
ComparisonsAvg Rank
1st
Platforms
Competitors
What is the best AI tool for creating large, immersive 3D environments from concept art?
Type
RecommendationsAvg Rank
1st
Platforms
Competitors
What are the best AI tools for generating simulation-ready environments from text prompts?
Type
RecommendationsAvg Rank
1st
Platforms
Competitors
How can I generate diverse 3D environments faster for robot training and testing?
Type
Problem-solvingAvg Rank
2nd
Platforms
Competitors
—How do I turn a single image into an explorable 3D environment for prototyping?
Type
Problem-solvingAvg Rank
2nd
Platforms
Competitors
Which platforms are best for creating photorealistic 3D environments for robotics simulation?
Type
RecommendationsAvg Rank
4th
Platforms
Competitors
—What are the top alternatives for AI-generated 3D environments used in simulation and gaming?
Type
ComparisonsAvg Rank
4th
Platforms
Competitors
What AI tools can help me prototype an architectural interior as an explorable 3D environment?
Type
RecommendationsAvg Rank
4th
Platforms
Competitors
How do leading spatial AI platforms compare for robotics training data generation?
Type
ComparisonsAvg Rank
—
Platforms
Competitors
How do I choose an AI platform for a robotics research team working with 3D environments?
Type
Buying intentAvg Rank
—
Platforms
Competitors
What is the fastest way to create physically plausible 3D scenes for simulation research?
Type
Problem-solvingAvg Rank
—
Platforms
Competitors
What is spatial intelligence in AI, and how is it different from text or image generation?
Type
EducationalAvg Rank
—
Platforms
Competitors
—What should I evaluate when buying a 3D environment generation tool for production workflows?
Type
Buying intentAvg Rank
—
Platforms
Competitors
What are spatial AI models in AI, and what can they do with 3D environments?
Type
EducationalAvg Rank
—
Platforms
Competitors
—What are the strongest options for spatial AI tools that support export to common 2D and 3D formats?
Type
RecommendationsAvg Rank
—
Platforms
Competitors
What AI tools are best for building interactive 3D environments for VR and game development?
Type
RecommendationsAvg Rank
—
Platforms
Competitors
What are good ways to reduce manual work when building 3D environments for VR experiences?
Type
Problem-solvingAvg Rank
—
Platforms
Competitors
—What are the most important features in an AI platform for interactive 3D scene creation?
Type
Buying intentAvg Rank
—
Platforms
Competitors
Which AI tools are best for generating training environments for embodied AI?
Type
Buying intentAvg Rank
—
Platforms
Competitors
—What is real-to-sim transfer in robotics, and why does it matter?
Type
EducationalAvg Rank
—
Platforms
Competitors
—What questions should I ask before adopting a spatial intelligence platform for my team?
Type
Buying intentAvg Rank
—
Platforms
Competitors
—What makes a generated 3D scene physically accurate enough for simulation?
Type
EducationalAvg Rank
—
Platforms
Competitors
—Which AI platforms are best for iterative 3D scene editing after generation?
Type
RecommendationsAvg Rank
—
Platforms
Competitors
What are the best ways to generate high-fidelity indoor environments with AI?
Type
RecommendationsAvg Rank
—
Platforms
Competitors
How do I combine AI-generated 3D scenes with existing 3D assets in a pipeline?
Type
Problem-solvingAvg Rank
—
Platforms
Competitors
How do current AI tools compare for controllable 3D layout generation?
Type
ComparisonsAvg Rank
—
Platforms
Competitors
How do generative 3D tools handle lighting, density, and scene composition?
Type
EducationalAvg Rank
—
Platforms
Competitors
—How can I use AI to create multiple variations of the same 3D environment for testing?
Type
Problem-solvingAvg Rank
—
Platforms
Competitors
Citation Ecosystem
Understanding where AI models source information about your brand