AI Visibility Scorecard
Mancko
mancko.com · Technology
Borderline visible. AI bots can crawl Mancko, 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 5 times
Meta AI · Claude
#1,222,760 of 2,707,165 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Mancko
from our crawl and measurement
Mancko is a business whose own site puts it this way: "You need to translate a document in French? Forget your French dictionary and all those grammar rules. I will do it for you!." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
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
Weak
Not in AI knowledge graphs yet.
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 4.8/10, Mancko is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
You need to proofread a French text?
I can handle any kind of support (flat-text, GNU Gettext, XML language files, HTML/XHTML, database-driven content, Word document…). As I am also a web developer, I can integrate your texts translations directly into your source code or templates (HTML, PHP, Twig…). Translations and proofreadings are charged by the number of words: there is no surprise between the quotation and the delivery.
Is this your brand?
The exact fixes for Mancko
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Mancko.
Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mancko
Cite this score: Engagemii (2026). "AEO Score for Mancko." Retrieved from https://engagemii.com/aeo/brands/mancko
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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