AI Visibility Scorecard
Future Works
futurworki.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Future Works, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#81,419 of 267,651 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
65
Muse Index Score
iAI agent readiness
Agent-ready · 65/100
13
AI Adoption
iBasic · 13/100
About Future Works
from our crawl and measurement
Future Works describes itself simply: "Future Works is an AI-native transformation engine: AI transformation with skin in the game. We rebuild enterprise infrastructure and operations in twelve-week cycles, with named senior." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, WebPage), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Strong
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 5.1/10, Future Works has a working base to build on - fixable, and the signals above are where to start.
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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 September 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/futurworki
Cite this score: Engagemii (2026). "AEO Score for Future Works." Retrieved from https://engagemii.com/aeo/brands/futurworki
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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