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AI Visibility Scorecard
Marangoni Write and Design
marangoniwriteanddesign.com · Education
Borderline visible. AI bots can crawl Marangoni Write and Design, 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 2 times
Claude · Apple Intelligence
#702,561 of 876,964 in Education for AI visibility
3.6
/10
AEO Score
About Marangoni Write and Design
from marangoniwriteanddesign.com
Our Work Contact About MWD Open Menu Close Menu Home Services Our Work Contact About MWD Open Menu Close Menu Home Services Our Work Contact About MWD Marangoni Write and Design offers instructional design and technical writing services focused in manufacturing.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
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 3.6/10, Marangoni Write and Design is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Marangoni Write and Design
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Marangoni Write and Design.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/marangoniwriteanddesign
Cite this score: Engagemii (2026). "AEO Score for Marangoni Write and Design." Retrieved from https://engagemii.com/aeo/brands/marangoniwriteanddesign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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