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AI Visibility Scorecard
Software Preservation Group
softwarepreservation.org · Technology
Somewhat visible. AI bots can read Software Preservation Group, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI · Apple Intelligence
#86,275 of 2,623,115 in Technology for AI visibility
6.5
/10
AEO Score
About Software Preservation Group
from our crawl and measurement
Software Preservation Group describes itself simply: "The committee held monthly meetings for about four years and a 2006 workshop brought in outside collectors and archivists to share ideas." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
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 4 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
8
Forum and community discussion.
1
Reddit mentions and discussion.
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 6.5/10, Software Preservation Group has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Software Preservation Group
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/softwarepreservation-org
Cite this score: Engagemii (2026). "AEO Score for Software Preservation Group." Retrieved from https://engagemii.com/aeo/brands/softwarepreservation-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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