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AI Visibility Scorecard

Milliman

Milliman

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milliman.com · management consulting

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

AI engines read this profile 5 times

ChatGPT · Claude

#40,062 of 2,812,091 in Technology for AI visibility

6.9

/10

AEO Score

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About Milliman

from our crawl and measurement

Milliman, based in Seattle, WA, describes itself simply: "Milliman is among the world's largest providers of actuarial, risk management, and technology solutions." Its AI visibility score is 6.9 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on structured data describing the business, a clear heading structure, a clearly stated business identity, visible credibility markers and sitemaps and entity links AI can follow. It is passable on basic crawler access.

Off the page, other sites link to it, people discuss it in places AI engines read and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business.

AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1947.

Industry · management consulting
Last scored · Aug 1, 2026
Employees · 1001-5000
Founded · 1947

The 6 signals AI reads

Higher is better · 0-10

Structured Data

7

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

7

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

10

Inbound links from other sites.

Domain Trust

4

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

1

Press and news coverage.

Community

5

Forum and community discussion.

Reddit

5

Reddit mentions and discussion.

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 6.9/10, Milliman has a working base to build on - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Milliman

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Milliman: Tech & Electronics

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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/milliman

Cite this score: Engagemii (2026). "AEO Score for Milliman." Retrieved from https://engagemii.com/aeo/brands/milliman

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

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