AI Visibility Scorecard
SideButton MCP Server. AI Agent Platform Workflow Automation
sidebutton.com · Technology
Somewhat visible. AI bots can read SideButton MCP Server. AI Agent Platform Workflow Automation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
#464,592 of 2,707,329 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
65
Muse Index Score
iAI agent readiness
Transactable · 65/100
4
AI Adoption
iBasic · 4/100
About SideButton MCP Server. AI Agent Platform Workflow Automation
from our crawl and measurement
SideButton MCP Server. AI Agent Platform Workflow Automation describes itself simply: "SideButton builds the open-source Model Context Protocol (MCP) server for AI coding agents, and the SideButton Portal, the multi agent orchestration platform that runs Claude Code and Codex." Its AI visibility score is 5.4 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, SoftwareApplication, WebSite), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 5.4/10, SideButton MCP Server. AI Agent Platform Workflow Automation has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for SideButton MCP Server. AI Agent Platform Workflow Automation
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sidebutton
Cite this score: Engagemii (2026). "AEO Score for SideButton MCP Server. AI Agent Platform Workflow Automation." Retrieved from https://engagemii.com/aeo/brands/sidebutton
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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