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AI Visibility Scorecard

VLM Run

VLM Run

Unclaimed

vlm.run · Technology

Somewhat visible. AI bots can read VLM Run, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 3 times

Claude · Apple Intelligence

#39,309 of 2,655,512 in Technology for AI visibility

6.8

/10

AEO Score

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About VLM Run

from our crawl and measurement

VLM Run is a business whose own site puts it this way: "Introducing Orion, the visual agent that sees, reasons and acts. Understand, reason over, and act on images, video, and documents with a single API." Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found an llms.txt file for AI models, a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business.

Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.

Industry · Technology
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Authority

4

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

6

Forum and community discussion.

Social Mentions

6

Social discussion and mentions.

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 6.8/10, VLM Run has a working base to build on - fixable, and the signals above are where to start.

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Picked for VLM Run: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/vlm-run

Cite this score: Engagemii (2026). "AEO Score for VLM Run." Retrieved from https://engagemii.com/aeo/brands/vlm-run

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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