AI Visibility Scorecard
Making Systems Work
startmakingsystemswork.com · Technology
Borderline visible. AI bots can crawl Making Systems Work, 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 1 times
Claude
#1,459,711 of 2,705,024 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Making Systems Work
from our crawl and measurement
Grow your business with AI and automations describes itself simply: "Work smarter and grow your business with AI solutions that work. Still no idea how to really benefit from AI? Book an AI audit." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (FAQPage, WebSite, SearchAction) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.6/10, Making Systems Work is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How does our collaboration work?
It’s straightforward. Once payment is made, we schedule an intake session. From there we get to work, keeping you updated on progress along the way. At the agreed time, your (AI) automation is live and ready. Intake We get to know your business — processes, tools and goals. So we know exactly what’s needed. Development We build and test the solution, with regular updates along the way.
Is this your brand?
The exact fixes for Making Systems Work
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 Making Systems Work.
Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/startmakingsystemswork
Cite this score: Engagemii (2026). "AEO Score for Making Systems Work." Retrieved from https://engagemii.com/aeo/brands/startmakingsystemswork
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform