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AI Visibility Scorecard

Ben Berglund

Ben Berglund

Unclaimed

benberglund.substack.com · Other

Well-positioned for AI search. The breakdown below shows where Ben Berglund is still leaving points on the table.

Monitoring for AI engine activity

In the Engagemii AEO index

7.6

/10

AEO Score

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About Ben Berglund

from our crawl and measurement

Ben Berglund describes itself simply: "Sup, it’s me, I might be in Mumbai? Click to read Ben Berglund, a Substack with hundreds of subscribers." Measured against the twelve signals AI engines rely on, it scores 7.6 out of 10, a strong showing.

Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.

Industry · Other
Last scored · Aug 29, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

2

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 Authority

8

Established authority for your domain.

Reference Presence

10

Recognized in AI knowledge graphs.

News & Press

10

Press and news coverage.

Community

10

Forum and community discussion.

Social Mentions

10

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 7.6/10, Ben Berglund has a working base to build on - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Ben Berglund

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Ben Berglund: 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 29, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/benberglund-substack

Cite this score: Engagemii (2026). "AEO Score for Ben Berglund." Retrieved from https://engagemii.com/aeo/brands/benberglund-substack

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

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