AI Visibility Scorecard
Hard Science Fiction
hard-sf.com · Technology
Borderline visible. AI bots can crawl Hard Science Fiction, 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 7 times
Claude · Meta AI · ShapBot
#860,056 of 2,705,679 in Technology for AI visibility
2
4
AEO Visibility
iBorderline · 4.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Hard Science Fiction
from our crawl and measurement
Hard Science Fiction is one of the businesses we track in the Technology space. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
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
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
Fair
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
Strong
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 4.2/10, Hard Science Fiction is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Who polluted the globular clusters?
Globular clusters are very dense, spherical collections of stars with a radius of a dozen to a hundred light-years. They can contain up to a million stars and are found in all kinds of galaxies. There are about 180 of them in our galaxy. One of their great mysteries is the composition of the stars they contain.
More life at the first stars?
The very first stars consisted only of hydrogen and helium - there were no other elements in the still young cosmos. When they died in gigantic explosions, they released what had accumulated in them: heavier elements, which were needed so that planets could form.
Is this your brand?
The exact fixes for Hard Science Fiction
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hard-sf
Cite this score: Engagemii (2026). "AEO Score for Hard Science Fiction." Retrieved from https://engagemii.com/aeo/brands/hard-sf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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