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AI Visibility Scorecard
Full Throttle Machine Works
fullthrottlemachineworks.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Full Throttle Machine Works, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#67,130 of 242,142 in Manufacturing & Industrial for AI visibility
5.2
/10
AEO Score
About Full Throttle Machine Works
from our crawl and measurement
"Full Throttle Machine Works specializes in manufacturing and re-manufacture of gate valves utilized in the oil and gas industry." That is how Full Throttle Machine Works of Corpus Christi, TX introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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
0
Little domain authority yet.
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 5.2/10, Full Throttle Machine Works has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fullthrottlemachineworks
Cite this score: Engagemii (2026). "AEO Score for Full Throttle Machine Works." Retrieved from https://engagemii.com/aeo/brands/fullthrottlemachineworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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