AI Visibility Scorecard
molmoai.com · Technology
Borderline visible. AI bots can crawl Molmo, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#1,972,890 of 2,704,685 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
Molmo describes itself simply: "Molmo is an open-source multimodal AI model that understands and interacts with visual data, enabling applications like web agents and robotics." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.8/10, Molmo is crawlable but under-signaled - fixable, and the signals above are where to start.
What is Molmo AI?
Molmo AI is a family of open-source multimodal AI models developed by the Allen Institute for AI (Ai2). These models can understand and interact with visual data, providing powerful capabilities such as image comprehension and pointing at relevant elements within visual interfaces, making it suitable for a range of tasks, from web agents to robotics.
What are the key features of Molmo AI?
Molmo AI offers exceptional image understanding, the ability to generate actionable insights through pointing at objects or UI elements, and a highly efficient model that can run on most devices. It is open-source, with all its training data, model weights, and source code available to the community.
How can Molmo AI benefit developers?
Molmo AI allows developers to build AI-powered applications with visual comprehension, such as web agents and robots. Its open-source nature and efficiency make it accessible to a wide range of users, from researchers to developers looking to integrate advanced visual understanding into their applications.
Is Molmo AI free to use?
Yes, Molmo AI is completely free and open-source. Ai2 has made Molmo AI's model weights, training data, and source code available to the community, allowing developers to access and use the technology without any cost or subscriptions.
What sizes of Molmo AI models are available?
Molmo AI models come in various sizes, including the 72B, 7B, and 1B models. The 1B model is small enough to run efficiently on most devices, while the 72B model is capable of performing at the same level as proprietary AI models like GPT-4V and Claude 3.5.
Is this your brand?
The exact fixes for Molmo
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/molmoai
Cite this score: Engagemii (2026). "AEO Score for Molmo." Retrieved from https://engagemii.com/aeo/brands/molmoai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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