▼ 0.2 since Jul 2026
#2,273,223 OF 2,698,298 IN TECHNOLOGY
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AI Visibility Scorecard
Help MS4SCRIPT by Mandragore PlaneteMandragore Workspce® Help MANDRAGORE by Mandragore Planete
ms4script.com · Technology
At 2.8/10, Help MS4SCRIPT by Mandragore PlaneteMandragore Workspce® Help MANDRAGORE by Mandragore Planete is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#2,273,223 of 2,698,298 in Technology for AI visibility
3
AEO Visibility
iNear-invisible · 2.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About Help MS4SCRIPT by Mandragore PlaneteMandragore Workspce® Help MANDRAGORE by Mandragore Planete
from our crawl and measurement
Help MS4SCRIPT by Mandragore PlaneteMandragore Workspce® Help MANDRAGORE by Mandragore Planete is one of the businesses we track in the Technology space. As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.
On the page it is passable on a workable page structure and partial sitemap and link coverage. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews, structured data describing the business and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Off the page, almost no other sites link to it, the domain does not yet read as established, 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.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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
0
Little domain authority yet.
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 2.8/10, Help MS4SCRIPT by Mandragore PlaneteMandragore Workspce® Help MANDRAGORE by Mandragore Planete is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Help MS4SCRIPT by Mandragore PlaneteMandragore Workspce® Help MANDRAGORE by Mandragore Planete
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Help MS4SCRIPT by Mandragore PlaneteMandragore Workspce® Help MANDRAGORE by Mandragore Planete.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ms4script
Cite this score: Engagemii (2026). "AEO Score for Help MS4SCRIPT by Mandragore PlaneteMandragore Workspce® Help MANDRAGORE by Mandragore Planete." Retrieved from https://engagemii.com/aeo/brands/ms4script
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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