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AI Visibility Scorecard
MACLEC — Energy Through Innovation
maclec.com · Government & Public Sector
Somewhat visible. AI bots can read MACLEC — Energy Through Innovation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#28,656 of 105,164 in Government & Public Sector for AI visibility
5.4
/10
AEO Score
About MACLEC — Energy Through Innovation
from our crawl and measurement
MACLEC Energy Through Innovation is a business whose own site puts it this way: "50k Wt SHKT Floating unit in action 10k Wt Fixed Type SHKT unit in action 150k wt SHKT bottom fix unit in action 5k Wt Fixed type SHKT unit in action × Document Download × Why SHKT?." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
3
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
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
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 5.4/10, MACLEC — Energy Through Innovation has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for MACLEC — Energy Through Innovation
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/maclec
Cite this score: Engagemii (2026). "AEO Score for MACLEC — Energy Through Innovation." Retrieved from https://engagemii.com/aeo/brands/maclec
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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