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AI Visibility Scorecard
4pub GmbH
lesen.net · Technology
Somewhat visible. AI bots can read 4pub GmbH, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · ChatGPT · Meta AI
#111,065 of 2,651,333 in Technology for AI visibility
6.4
/10
AEO Score
About 4pub GmbH
from our crawl and measurement
4pub GmbH is a business whose own site puts it this way: "Lese Neues und Wissenswertes aus der Welt der Bücher und eBooks. Aktionsangebote zu eBooks + eBook Reader, Infos zum Verkauf gebrauchter Bücher & mehr." Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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
4
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 6.4/10, 4pub GmbH has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for 4pub GmbH
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lesen-net
Cite this score: Engagemii (2026). "AEO Score for 4pub GmbH." Retrieved from https://engagemii.com/aeo/brands/lesen-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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