#2,329,468 OF 2,698,581 IN TECHNOLOGY
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AI Visibility Scorecard
MCPshare
mcpshare.com · Technology
At 2.5/10, MCPshare 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
#2,329,468 of 2,698,581 in Technology for AI visibility
3
AEO Visibility
iNear-invisible · 2.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About MCPshare
from our crawl and measurement
MCPshare is a business whose own site puts it this way: "Stay updated on Model Context Protocol (MCP) with our weekly newsletter. Curated MCP news, developments, tools, and resources for AI developers and tech professionals." As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, 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
1
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 2.5/10, MCPshare is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Subscribe to MCPshare?
Save Time No need to scour the internet for MCP updates. We curate the most important news and deliver it straight to your inbox every week. Stay Current Keep up with the rapidly evolving Model Context Protocol ecosystem, including new servers, tools, and implementation examples. Discover Opportunities Learn how companies and developers are leveraging MCP to build powerful AI integrations and workflows.
Is this your brand?
The exact fixes for MCPshare
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 MCPshare.
Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcpshare
Cite this score: Engagemii (2026). "AEO Score for MCPshare." Retrieved from https://engagemii.com/aeo/brands/mcpshare
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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