AI Visibility Scorecard
Fair Software Study
fairsoftwarestudy.com · Technology
Somewhat visible. AI bots can read Fair Software Study, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Meta AI · Claude · Perplexity
#102,269 of 2,705,713 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.2/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Fair Software Study
from our crawl and measurement
"To investigate the harm caused, CISPE commissioned renowned economist and expert on competition policy, Professor Jenny, to examine the prevalence and impact of these practices." That is how Fair Software Study introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models 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
Fair
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
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
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 6.2/10, Fair Software Study has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What can you do?
Please download, read and share Professor Jenny’s study. If you feel that you also have stories of harm that you would like to share, either as a customer or provider of cloud infrastructure services, please feel free to join the FairSoftware.cloud movement and take action.Take Action!© 2021 by CISPELINKS HomeAbout the studyHighlightsAbout the authorTestimonialsResourcesABOUT CISPESOCIAL bottom of page
Is this your brand?
The exact fixes for Fair Software Study
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fairsoftwarestudy
Cite this score: Engagemii (2026). "AEO Score for Fair Software Study." Retrieved from https://engagemii.com/aeo/brands/fairsoftwarestudy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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