AI Visibility Scorecard
Software for Fire and Gas Mapping and CFD Analysis
insightnumerics.com · Technology
Borderline visible. AI bots can crawl Software for Fire and Gas Mapping and CFD Analysis, 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.
AI engines read this profile 12 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#860,069 of 2,705,580 in Technology for AI visibility
2
4
AEO Visibility
iBorderline · 4.2/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Software for Fire and Gas Mapping and CFD Analysis
from our crawl and measurement
"Fire and Gas Mapping made easy with Insight Numerics software solutions. We are dedicated to developing the most advanced, visually intuitive software for safety analysis in the oil and gas." That is how Software for Fire and Gas Mapping and CFD Analysis introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (WebSite, Organization) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 4.2/10, Software for Fire and Gas Mapping and CFD Analysis is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Software for Fire and Gas Mapping and CFD Analysis
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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/insightnumerics
Cite this score: Engagemii (2026). "AEO Score for Software for Fire and Gas Mapping and CFD Analysis." Retrieved from https://engagemii.com/aeo/brands/insightnumerics
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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