AI Visibility Scorecard
Planetary Utilities
planetaryutilities.com · Technology
Borderline visible. AI bots can crawl Planetary Utilities, 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 5 times
Meta AI · Claude
#1,460,927 of 2,707,167 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Planetary Utilities
from our crawl and measurement
Planetary Utilities is a business whose own site puts it this way: "Starforge unifies digital engineering, consulting, and SysMLv2 expertise so teams can orchestrate missions from one conversational platform." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, 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
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
Weak
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
Fair
Inbound links from other sites.
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, Planetary Utilities is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why are we doing it?
Computer Aided Engineering is an unsolved problem. People are looking for answers. The answers don't lie in the current tools. The answers lie in the methods and processes and are application specific.
Is this your brand?
The exact fixes for Planetary Utilities
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 Planetary Utilities.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/planetaryutilities
Cite this score: Engagemii (2026). "AEO Score for Planetary Utilities." Retrieved from https://engagemii.com/aeo/brands/planetaryutilities
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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