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AI Visibility Scorecard

Lars Koller

Lars Koller

Unclaimed

larskoller.com · Other

Borderline visible. AI bots can crawl Lars Koller, 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

3.4

/10

AEO Score

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About Lars Koller

from our crawl and measurement

"Skip to content Lars Koller Life I try to write like at least once a year Grime’s Parry and Narrative I’ve seen the sentiment a few times that parrying in Grime feels weak because there are." That is how Lars Koller introduces itself. When AI engines look at it, they find little to work with. It scores 3.1 out of 10.

The page falls short on a heading structure that lays out what it offers, a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 82 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Other
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

3

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

3

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

AI Discoverability

1

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

7

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 3.4/10, Lars Koller is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Lars Koller

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Lars Koller: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/larskoller

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

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

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