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AI Visibility Scorecard
SoulFire
soulfiremc.com · Technology
Somewhat visible. AI bots can read SoulFire, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Apple Intelligence · Meta AI
#181,206 of 2,662,142 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.1/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
4
AI Adoption
iBasic · 4/100
About SoulFire
from our crawl and measurement
SoulFire is a business whose own site puts it this way: "Advanced Minecraft bot tool for testing, automation, and development. Run bot sessions on your servers." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite, WebPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.1/10, SoulFire has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is SoulFire?
SoulFire is a Minecraft bot framework built on Fabric that runs real client code. Bots use actual Minecraft physics, networking, and protocol handling, so servers can't tell them apart from real players. It's built for stress testing servers, automating tasks, and development. Read the docs to learn more.
Is SoulFire free?
Yes. SoulFire is fully open source under the AGPL-3.0 license. You can download it , use it, modify it, and contribute back to the project at no cost. Check out the GitHub repository .
What Minecraft versions does SoulFire support?
Every version ever released, from Classic and Alpha through the latest release, including Beta, Combat Snapshots, April Fools editions, and Bedrock Edition. Version translation is handled automatically via built-in protocol support. See the full version list .
Can servers detect SoulFire bots?
SoulFire bots run real Fabric client code, so they behave identically to real players at the protocol level. Standard anti-cheat and anti-bot plugins can't distinguish them by packet analysis alone. This makes SoulFire ideal for testing whether your server's defenses actually work.
How do I install SoulFire?
Download the native installer for your platform (Windows, macOS, or Linux). No Java required, everything is bundled. Just install and run. See the start-here guide for a full walkthrough.
Does SoulFire support Bedrock Edition?
Yes. SoulFire can connect to Bedrock Edition servers via built-in protocol translation. Some features are still being added, but core functionality like joining, moving, and interacting works. See supported versions for details.
Can I write custom plugins?
Yes. SoulFire plugins are Fabric mods with full access to Minecraft and SoulFire internals. Use scripting for high-level automation, and move to the Development docs when you need low-level hooks, custom settings, Mixins, or direct bot control.
Can I automate bots without writing code?
Yes. SoulFire includes a visual scripting system with 70+ drag-and-drop nodes. Build automation workflows by connecting triggers, actions, and logic nodes, no programming required. The built-in script editor supports real-time debugging, AI/LLM integration, and more. See the scripting docs to get started.
Is this your brand?
The exact fixes for SoulFire
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/soulfiremc
Cite this score: Engagemii (2026). "AEO Score for SoulFire." Retrieved from https://engagemii.com/aeo/brands/soulfiremc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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