AI Visibility Scorecard
Fueled By Fire
larrywallace.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Fueled By Fire, 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 1 times
Claude
#232,792 of 269,171 in Manufacturing & Industrial for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Fueled By Fire
from our crawl and measurement
Fueled By Fire is a business whose own site puts it this way: "Larry Wallace is the COO and co-founder of Fueled By Fire, husband to Staci Wallace, father, Texas A&M Industrial Engineering graduate, former Aggie defensive end, and steward of Epiphany." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (Person, Organization, Place), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
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 3.5/10, Fueled By Fire is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Fueled By Fire
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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 October 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/larrywallace
Cite this score: Engagemii (2026). "AEO Score for Fueled By Fire." Retrieved from https://engagemii.com/aeo/brands/larrywallace
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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