AI Visibility Scorecard
FIRS Forked: Oil Town
firs-forked.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl FIRS Forked: Oil Town, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#239,609 of 268,060 in Manufacturing & Industrial for AI visibility
3
AEO Visibility
iNear-invisible · 3.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About FIRS Forked: Oil Town
from our crawl and measurement
"A single-economy FIRS fork for OpenTTD by TepacheLoco, focused on the oil and petrochemistry supply chain: crude, gas, plastics, fuels, fertiliser." That is how FIRS Forked: Oil Town an oil & petrochemistry economy for OpenTTD introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
Weak
No inbound links found yet.
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 3.3/10, FIRS Forked: Oil Town is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for FIRS Forked: Oil Town
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Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/firs-forked
Cite this score: Engagemii (2026). "AEO Score for FIRS Forked: Oil Town." Retrieved from https://engagemii.com/aeo/brands/firs-forked
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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