AI visibility score
3.8/ 10Weak

#1,972,890 of 2,704,685 in Technology

As of 2026-08-10 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Molmo

Molmo

Unclaimed

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

i

Near-invisible · 3.8/10

0

Muse Index Score

i

AI agent readiness

Basic · 0/100

12

AI Adoption

i

Basic · 12/100

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About Molmo

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).

Industry · Technology
Last scored · Aug 10, 2026

The 6 signals AI reads

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.

Off-page authority

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.

What this score means

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.

Frequently Asked Questions

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.

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Picked for Molmo: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

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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Source & Attribution

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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