AI Visibility Scorecard
Mainframe
mainframe.io · Media & Entertainment
Somewhat visible. AI bots can read Mainframe, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Claude · Apple Intelligence
#311,648 of 1,966,580 in Media & Entertainment for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Mainframe
from our crawl and measurement
Mainframe is a Oldenburg, Innenstadt business whose own site puts it this way: "News Event veröffentlicht am 20.06.2026 von tljuniper Projekt: Stopfpilze aus dem 3D-Drucker Zusammen mit dem Stopf-Team aus dem Repair Café Bad Zwischenahn haben wir Stopfpilze entworfen." Its AI visibility score is 5.5 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 (Organization) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 5.5/10, Mainframe has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mainframe
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mainframe-io
Cite this score: Engagemii (2026). "AEO Score for Mainframe." Retrieved from https://engagemii.com/aeo/brands/mainframe-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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