AI Visibility Scorecard
VoiceMode MCP
getvoicemode.com · Technology
Borderline visible. AI bots can crawl VoiceMode MCP, 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 10 times
Claude · Meta AI · Apple Intelligence · ShapBot
#765,337 of 2,706,489 in Technology for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
More likely to be named than 85% of Technology companies
3
AEO Visibility
iNear-invisible · 3.3/10
55
Muse Index Score
iAI agent readiness
Transactable · 55/100
4
AI Adoption
iBasic · 4/100
About VoiceMode MCP
from our crawl and measurement
"Voice interaction for Claude Code and other AI coding assistants via the Model Context Protocol (MCP)." That is how VoiceMode MCP introduces itself. When AI engines look at it, they find little to work with. It scores 3.3 out of 10.
Our crawl found structured data on the page (SoftwareApplication, Organization) and a readable heading structure. It is missing 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
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
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
Weak
No inbound links found yet.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
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 3.3/10, VoiceMode MCP is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for VoiceMode MCP
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/getvoicemode
Cite this score: Engagemii (2026). "AEO Score for VoiceMode MCP." Retrieved from https://engagemii.com/aeo/brands/getvoicemode
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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