Quality Steel Fabricating Machinery, Built in USA
Controlled Automation (controlledautomation.com) scores 65 out of 100 on Brand Analyzer, placing it in the Developing tier among Manufacturing brands, Technology brands, in the 13th percentile of 9993 Manufacturing brands.
Controlled Automation is a U.S.-based manufacturer of steel fabricating machinery, specializing in plasma cutting and drilling systems for structural steel processing. The company designs and builds equipment aimed at delivering high hole quality and precise bevel cutting for heavy-duty industrial applications. It positions itself as a premium, American-made supplier serving structural steel fabricators and manufacturers who require accurate, efficient beam processing, drilling, and cutting solutions.
| Brand Name | Controlled Automation |
|---|---|
| Domain | controlledautomation.com |
| Industry | Manufacturing, Technology |
| Main Competitors | Peddinghaus (75/100), Voortman Steel Machinery (85/100), Ficep, Kaltenbach (83/100), HGG Profiling Equipment (80/100), Behringer (82/100) |
Moz Domain Authority 28/100 vs category average 38 / leader 94 - limited third-party links, so AI systems rarely encounter mentions of the brand.
No Wikipedia presence was found - a major gap, since Wikipedia is among the most heavily weighted sources in AI training data.
The homepage meta description reads "Quality Steel Fabricating Machinery designed ang built in the USA" (Meta description: 10 words (ideal length). No OG description (falling back to meta)) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: No structured data or Open Graph tags detected. Adding Organization and FAQ schema would further help AI crawlers parse the brand's identity.
AI-crawler access: No robots.txt found (default: all bots allowed, but explicit file preferred) - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.
Social footprint: verified profiles on X (Twitter), YouTube, Instagram; no detected presence on Facebook, LinkedIn, GitHub - consistent profiles reinforce the brand's identity across the web.
0 Reddit mentions - community discussion signals real-world reputation to AI models.
Live results from asking a general-purpose AI assistant about the brand, checked September 2026.
When asked "What is Controlled Automation?", Claude could not identify the brand as of September 2026. I don't genuinely recognize this specific company, likely because it's a smaller or regional manufacturing/automation firm without significant presence in my training data.
When asked "Best brands similar to Controlled Automation?", Claude would not surface Controlled Automation as of September 2026. I can't recommend a company I don't have verified knowledge of, so I wouldn't want to risk providing inaccurate information.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
Controlled Automation's main competitors in Manufacturing: Peddinghaus (75/100), Voortman Steel Machinery (85/100), Kaltenbach (83/100), HGG Profiling Equipment (80/100), Behringer (82/100).
Sources: Brand Analyzer scan
Controlled Automation has low AI-search visibility, scoring 13/100 on Brand Analyzer's AI visibility composite (visibility 0, trust 22, recommendation 27). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: Controlled Automation official site
Controlled Automation offers steel fabricating machinery including plasma cutting and drilling systems designed for structural steel processing, engineered for high-quality hole cutting, bevel cutting, and efficient beam processing in industrial settings.
Sources: Controlled Automation official site
Controlled Automation scores 27/100 on Brand Analyzer's AI recommendation signal, indicating it is less likely to be surfaced when AI assistants like ChatGPT suggest Manufacturing options. Recommendation depends on crawlability, structured data, and category authority.
Sources: Controlled Automation official site
Controlled Automation is a U.S.-based manufacturer of steel fabricating machinery, focused on designing and building plasma cutting and drilling systems for structural steel processing.
Sources: Controlled Automation official site
Controlled Automation designs and builds heavy-duty machinery for structural steel fabrication, including plasma cutting and drilling systems that provide precise hole quality and bevel cutting for beam and steel processing applications.
Sources: Controlled Automation official site
Controlled Automation can improve AI discoverability by strengthening structured data (Organization and FAQ schema), maintaining an accurate Wikipedia/Wikidata entity, earning authoritative citations, and keeping content crawlable for AI bots. Brand Analyzer measures these as visibility, trust, and recommendation signals.
Sources: Controlled Automation official site
Controlled Automation's equipment is used by structural steel fabricators and manufacturers who require precision drilling, cutting, and beam processing machinery for heavy-duty industrial steel fabrication.
Sources: Controlled Automation official site
Controlled Automation is known for producing American-made structural steel fabricating machinery with advanced plasma cutting and drilling capabilities, particularly high-quality hole precision and superior bevel cutting performance.
Sources: Controlled Automation official site
Controlled Automation scores 13/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
Controlled Automation has a weak AI-visibility profile at 13/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (27/100) and its weakest is visibility (0/100). It benefits from open access for AI crawlers (GPTBot, ClaudeBot, etc.). The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data, no strong Wikidata entry and a low Moz Domain Authority of 28/100. In a live check (September 2026), Claude could not identify Controlled Automation from memory, confirming the gaps above.
The score combines seven dimensions - name quality, digital presence, visual identity, messaging clarity, trust foundation, AI discoverability, and brand authority - into a single objective benchmark.
Ranked closest to Controlled Automation: Codepoint Technologies (65/100), CNC BOTE (65/100), COSCO SHIPPING (65/100), Covariant (65/100).
A step up - brands to learn from: ZDH (Zentralverband des Deutschen Handwerks) (71/100), Zarpac (71/100).
Category leader: DHL (97/100).
Brand Analyzer is built by DataEase AI. Track your brand in ChatGPT, Gemini and Perplexity.