AI Visibility Scorecard
Swarm
swarm.org · Technology
Somewhat visible. AI bots can read Swarm, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 20 times
Claude · Perplexity · Meta AI · ShapBot
#196,484 of 2,704,755 in Technology for AI visibility
79
5
AEO Visibility
iBorderline · 5.2/10
-
Network Authority
iNot connected yet
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Swarm
from our crawl and measurement
Swarm is a business whose own site puts it this way: "Main Page From Swarm Jump to: navigation, search Consult the MediaWiki User's Guide for information on using the wiki software." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
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 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Swarm
- Website ·
- swarm.org
- Industry ·
- Technology
- Location ·
- Santa Fe, New Mexico
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- AI reads ·
- 20
- Last scored ·
- Aug 1, 2026
- Verified connections ·
- None yet
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
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
Fair
Established authority for your domain.
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 5.2/10, Swarm has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Swarm
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/swarm-org
Cite this score: Engagemii (2026). "AEO Score for Swarm." Retrieved from https://engagemii.com/aeo/brands/swarm-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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