General Intuition AI Visibility Score: 9/100 — What AI Thinks | Pendium.ai
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General Intuition
General Intuition
Visibility13
Vibe82
Businesses/Artificial Intelligence/General Intuition
General Intuition
AI Visibility & Sentiment

General Intuition

General Intuition is a frontier AI research lab dedicated to building foundation models for environments requiring deep spatial and temporal reasoning. They focus on training intelligent systems using interactive video data to create agents capable of perceiving, anticipating, and improvising in the real world.

Active Monitoring
generalintuition.com
Artificial Intelligence
AI Visibility Score
13/100

Invisible

Sentiment Score
82/100
AI Perception

Summary

General Intuition is currently a ghost in the mainstream AI landscape, yet it maintains a powerful, high-ranking foothold within Claude for the specific niche of robotics leadership. While the brand is nearly invisible on ChatGPT and Google AI Overviews, its average position of 4.0 on Claude suggests that its core technical narrative resonates deeply with LLMs that prioritize nuanced research context.

Value Proposition

Unlocking machine intelligence that understands the real world through unique action-labeled video datasets, enabling AI systems to move beyond words to develop genuine intuition about physical environments.

Overview

General Intuition is a frontier AI research lab dedicated to building foundation models for environments requiring deep spatial and temporal reasoning. They focus on training intelligent systems using interactive video data to create agents capable of perceiving, anticipating, and improvising in the real world.

Mission

To discover the next generation of intelligence by building foundation models that acquire a general intuition of reality through interaction and exploration.

Products & Services
Foundation models for spatial and temporal reasoningAI agents with deep reasoning capabilitiesWorld models for training environmentsVideo understanding systemsInteractive video-based AI training
Agent Breakdown

AI Platforms

How often do different AI platforms reference General Intuition?

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Conversation Analysis

Topics

What conversations is General Intuition included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend General Intuition to, and when?

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Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPT
Claude
Gemini
AI Overviews

Robotics & Physical Intelligence Development

3 queries
“what are the best foundation models for a humanoid robot startup to use for spatial reasoning”
ChatGPT
Claude
Gemini
AI Overviews
0/4
“help me find ai models that can handle complex physical interactions and temporal reasoning for robotics”
ChatGPT
Claude
Gemini
AI Overviews
2/4
“how to train an ai agent to navigate real-world environments with deep spatial awareness, what specific platforms or models should I use?”
ChatGPT
Claude
Gemini
AI Overviews
2/4

World Modeling & Simulation

2 queries
“recommend some companies building realistic world models for ai training environments”
ChatGPT
Claude
Gemini
AI Overviews
0/4
“what's the best way to use action-labeled video data to train an ai on physical intuition”
ChatGPT
Claude
Gemini
AI Overviews
1/4

Advanced Video Understanding Systems

2 queries
“i need a video understanding system that actually understands temporal logic, not just object detection, what brands should I look at?”
ChatGPT
Claude
Gemini
AI Overviews
0/4
“best tools for interactive video-based ai training for a specialized tech company”
ChatGPT
Claude
Gemini
AI Overviews
0/4

Evaluating Frontier AI Labs

2 queries
“who are the leaders in spatial-temporal ai research right now”
ChatGPT
Claude
Gemini
AI Overviews
0/4
“most trusted companies for physical world foundation models besides openai or deepmind”
ChatGPT
Claude
Gemini
AI Overviews
2/4
Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

High-authority positioning on Claude with a 23% mention rate and an impressive average rank of 4.0, particularly for the Robotics Startup CTO persona.

Strength

Successful capture of the 'Visionary Robotics Startup CTO' persona, reaching a 42% visibility rate, indicating strong alignment with executive-level strategic queries.

Strength

Dominant performance in the brand vibe check across all major platforms, demonstrating that when specifically asked, the models have accurate data on the brand.

Gap

Total absence from Google AI Overviews (0%) and near-total absence from ChatGPT (3%), which are the primary discovery engines for the broader tech ecosystem.

Gap

Complete failure to reach 'Lead Autonomous Systems Engineers' and 'Deep Tech VCs', both of whom currently see zero mentions of General Intuition in their decision-making workflows.

Gap

Critical visibility gap in 'Advanced Video Understanding Systems' and 'Interactive Video-based AI Training' queries, despite these being core to the brand's technical domain.

Opportunity

Displace World Labs and Waymo in 'Spatial-Temporal AI' queries by indexing high-density technical documentation that emphasizes world modeling capabilities.

Opportunity

Bridge the gap to the Engineering persona by publishing open-source benchmarks or technical datasets that trigger mentions in LLM training and retrieval cycles.

Opportunity

Capitalize on the existing high rank in Claude to create a 'halo effect' across other platforms through cross-platform content syndication.

Technical Health

Site Health for AI Visibility

How well General Intuition's website is optimized for AI agent discovery and comprehension.

88/100
16 passed 5 warnings
Audited 2/24/2026
Crawlability86

Can AI bots find your pages?

Technical90

SSL, mobile, doctype basics

On-Page SEO91

Titles, descriptions, headings

Content Quality73

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

!

4 render-blocking resources are slowing initial render

Defer non-critical JS with async/defer. Inline critical CSS. Move stylesheets to load asynchronously.

!

Title may be truncated in search results (84 characters)

Shorten the title to under 60 characters.

!

Page has 2 H1 tags. Best practice is one.

Use a single H1 for the main heading, and H2-H6 for subheadings.

!

Few internal links on this page

Add more internal links to related pages on your site.

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Brand Identity

Brand Voice & Style

How AI perceives General Intuition's communication style and personality

General Intuition communicates with intellectual depth and visionary ambition, positioning itself at the frontier of AI research. The tone is confident yet measured, emphasizing scientific rigor while conveying excitement about transformative possibilities. They speak with authority on complex technical concepts while maintaining accessibility, and consistently emphasize their commitment to augmenting human creativity rather than replacing it. The voice balances academic credibility with startup energy.

Core Tone Traits

Visionary & Ambitious

Speaks about pushing frontiers and discovering the next generation of intelligence

Intellectually Rigorous

Grounded in scientific methodology and research credibility

Human-Centric

Emphasizes enhancing human creativity, not replacing designers or artists

Confident & Pioneering

Positions as leaders creating entirely new, previously impossible experiences

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of General Intuition

1NVIDIA58 mentions
2DeepMind42 mentions
3World Labs34 mentions
4Meta AI29 mentions
5Omniverse26 mentions
6MuJoCo24 mentions
7Waymo23 mentions
8PyTorch22 mentions
9Google DeepMind21 mentions
10Isaac Sim19 mentions
11General Intuition18 mentions
Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

Jiafei Duan - Towards Robotics Foundation Models that can ...

https://www.youtube.com/watch?v=-N3lCJxxJyI

Referenced in 1 query

Pitch Story
Training a Whole-Body Control Foundation Model

https://www.agilityrobotics.com/content/training-a-whole-body-control-foundation-model#:~:text=To%20this%20end%2C%20we've,voluntary%20movements%20&%20fine%20motor%20skills.

Referenced in 1 query

Review
Jiafei Duan - Towards Robotics Foundation Models that can Reason

https://www.youtube.com/watch?v=-N3lCJxxJyI#:~:text=Building%20on%20this%2C%20I%20will,and%20the%20ASTAR%20Undergraduate%20Scholarship.

Referenced in 1 query

Pitch Story
World Foundational Models are Accelerating General Purpose ...

https://www.ai-supremacy.com/p/world-foundational-models-accelerating-humanoid-robotics-future#:~:text=What%20is%20a%20World%20Foundational,What's%20new?

Referenced in 1 query

Review
12 Predictions for Embodied AI and Robotics in 2026

https://dtsbourg.me/en/articles/predictions-embodied-ai#:~:text=compute%20bottleneck%20entirely.-,4.,16.5%25%20in%20absolute%20success%20rate.

Referenced in 1 query

Review
Training a Whole-Body Control Foundation Model

https://www.agilityrobotics.com/content/training-a-whole-body-control-foundation-model#:~:text=Why%20is%20this%20hard?,to%20match%20that%20target%20pose.

Referenced in 1 query

Review
Embodied Chain of Action Reasoning with Multi-Modal ...

https://ui.adsabs.harvard.edu/abs/2025arXiv250409532H/abstract#:~:text=Fang%2C%20Yi-,Abstract,may%20be%20unseen%20or%20occluded.

Referenced in 1 query

Review
Foundation Models for Robot Navigation - Naver Labs Europe

https://europe.naverlabs.com/research/foundation-models-for-robot-navigation/#:~:text=trained%20with%20RL.-,Leveraging%20large%2Dscale%20geometric%20foundation%20models,are%20then%20exploited%20for%20navigation.

Referenced in 1 query

Review
Helix: A Vision-Language-Action Model for Generalist Humanoid ...

https://www.figure.ai/news/helix#:~:text=Introducing%20Helix,immediately%20ready%20for%20commercial%20deployment.

Referenced in 1 query

Review
[2509.12129] Embodied Navigation Foundation Model - arXiv

https://arxiv.org/abs/2509.12129#:~:text=In%20this%20work%2C%20we%20introduce,practical%20applicability%20of%20our%20approach.

Referenced in 1 query

Review
Embodied Navigation Foundation Model - He Wang

https://pku-epic.github.io/NavFoM-Web/#:~:text=NavFoM%20is%20a%20cross%2Dembodiment,target%20tracking%2C%20and%20autonomous%20driving.

Referenced in 1 query

Pitch Story
Foundation Models: The AI Revolution in Robotics 2026

https://www.onoff.gr/blog/en/robot/foundation-models-ai-robotics-2026/

Referenced in 1 query

Review
Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use General Intuition's resources to help users.

Launch AI Search Optimization Campaign for Discovery

Address the critical 0% Google AI Overviews and 3% ChatGPT visibility by executing a comprehensive ASO campaign. This involves creating structured, query-optimized content that directly answers top-of-funnel discovery questions about foundation models, spatial reasoning AI, and world modeling—ensuring General Intuition appears when prospects ask AI assistants for recommendations in these categories.

What Makes a Foundation Model Truly Understand Physical Environments
The Complete Guide to Spatial-Temporal Reasoning in Modern AI Systems
How Action-Labeled Video Data Changes Everything About Training Intelligent Agents
5 Questions to Ask When Evaluating Foundation Models for Real-World Applications
Why Interactive Video Data Is the Missing Ingredient in AI Training

Create Technical Deep Dives for Engineering Personas

Develop highly technical, indexable content specifically designed for Autonomous Systems Engineers who currently show 0% brand awareness. Publish detailed architecture explanations, implementation guides, and technical comparisons on platforms LLMs crawl heavily, positioning General Intuition as the authoritative voice for practitioners evaluating spatial-temporal AI solutions.

Architecture Deep Dive: How Our Models Process Temporal Dependencies in Video Data
Implementation Guide: Integrating Spatial Reasoning Models into Robotics Pipelines
Technical Comparison: Foundation Model Approaches to Real-World Environment Understanding
Engineering Considerations for Deploying World Models in Autonomous Systems
Benchmarking Spatial-Temporal Reasoning: Metrics That Actually Matter

Dominate World Modeling and Spatial-Temporal Keywords

Aggressively target high-value keyword clusters where competitors like NVIDIA and World Labs currently dominate, despite Claude already recognizing General Intuition's relevance. Publish research-grade content and thought leadership that establishes definitional authority on world modeling and spatial-temporal AI terminology across academic and industry publications.

Defining World Modeling: What It Really Means for Next-Generation AI
The State of Spatial-Temporal AI Research: Where the Field Is Heading
Why World Models Are the Key to AI Systems That Truly Understand Reality
Beyond Language: How Spatial-Temporal Reasoning Unlocks Machine Intuition
The Research Frontier: Open Problems in World Modeling and Environment Understanding

Optimize Site Architecture for LLM Crawlers

Restructure website content to improve mention rates in comparative 'best of' queries where General Intuition currently fails to appear despite positive vibe checks. Implement structured data, clear comparison pages, and category-defining content that helps LLMs understand General Intuition's position in the foundation model landscape during retrieval.

How General Intuition Compares: Foundation Models for Physical World Understanding
Choosing the Right Foundation Model for Robotics and Autonomous Applications
What Sets Apart Foundation Models Built on Interactive Video Data
The Foundation Model Landscape: Where Spatial-Temporal Specialists Fit
Key Differentiators: Evaluating AI Labs Focused on Real-World Reasoning

Amplify Research Visibility Through Social Proof

Build the digital footprint and social signals that reinforce General Intuition's authority across platforms LLMs reference for credibility assessment. Share research insights, engage with the technical community, and create shareable content that generates backlinks and mentions from high-signal sources in the AI research ecosystem.

3 Breakthroughs in Our Latest Research on Environment Understanding
What We Learned Training Models on 10 Million Hours of Action-Labeled Video
The Surprising Connection Between Video Games and Real-World AI Training
Why We Believe Augmenting Human Creativity Is AI's True Purpose
Inside Our Lab: The Philosophy Behind Building Intuitive Machines
Content Engineering

Recommended Actions

!

Execute an AI Search Optimization (ASO) campaign targeting Google AI Overviews and ChatGPT.

With 0% and 3% visibility respectively, General Intuition is missing the vast majority of the market's top-of-funnel discovery queries.

Impact: High
!

Develop and index technical 'Deep Dive' content specifically for the Autonomous Systems Engineer persona.

The brand currently has 0% visibility with the technical practitioners who influence model selection and implementation.

Impact: High
~

Aggressively target 'World Modeling' and 'Spatial-Temporal AI' keywords in research publications.

Competitors like NVIDIA and World Labs are dominating these high-value clusters, yet Claude already recognizes General Intuition's relevance here.

Impact: Medium
~

Optimize site architecture for LLM crawlers to improve 'mention rate' in comparative 'best of' queries.

General Intuition is mentioned in vibe checks but ignored in 'best foundation model' lists, indicating a failure to appear in comparative retrieval contexts.

Impact: Medium

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Data generated by Pendium.ai AI visibility scanning. Last scanned February 24, 2026.

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