AI Visibility Scorecard
skipperbot.com · Technology
At 2.10/10, Skipper is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Entity Clarity and E-E-A-T Signals. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
6
AI Naming Predictability
iRarely named · 6/100
Technology average 28
Top 86% of Technology
See what's behind this score →2.10
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →4
from our crawl and measurement
Skipper describes itself simply: "Skipper is an agentic desktop OS. Voice, web, mobile, and chat surfaces over 346 MCP tools, a dynamic tool router, vector memory, and 20 first-class apps." When AI engines look at it, they find little to work with. It scores 2.10 out of 10.
Under the hood there is a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a sitemap.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
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
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.10/10, Skipper is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Could anyone build this with AI?
Honest answer: no. Not without the engineering foundation underneath. The $1,000 receipt above is real, but it isn't $1,000 of any spend. It's $1,000 spent by someone who has been building software for three decades. AI is a remarkable force multiplier, but it isn't a substitute for engineering judgment, system design, debugging instincts, or knowing when the AI is wrong.
Can I get a copy?
Honest answer: not today. Skipper isn't packaged for distribution, and I haven't made any firm decisions yet about what comes next. What's on the table: Keep it for personal use. It runs my household and my trading. That's already a lot of value on its own. Open-source the shareable pieces. The trading strategies stay proprietary, but the platform underneath.
Is this your brand?
The exact fixes for Skipper
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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.
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Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/skipperbot
Cite this score: Engagemii (2026). "AEO Score for Skipper." Retrieved from https://engagemii.com/aeo/brands/skipperbot
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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