Micro-ace Brand Score: 52/100 - Early Stage tier

めっき技術で未来を創造

Micro-ace (micro-ace.co.jp) scores 52 out of 100 on Brand Analyzer, placing it in the Early Stage tier among Manufacturing brands, Automotive brands, Technology brands, in the 2nd percentile of 20647 Manufacturing brands.

AI Snapshot

Micro-ace is a Japanese company specializing in plating (めっき) and surface treatment technologies, founded in 2004 and headquartered in Warabi. Leveraging extensive experience and accumulated technical knowledge, the company aims to provide highly reliable, cutting-edge surface treatment solutions to manufacturing industries, particularly automotive and EV-related sectors. Micro-ace positions itself as a leading company in surface treatment, emphasizing harmony between people and the environment while contributing to societal and industrial advancement through its technical capabilities.

Key facts about Micro-ace
Brand NameMicro-ace
Domainmicro-ace.co.jp
IndustryManufacturing, Automotive
Founded2004
HeadquartersWarabi
Main CompetitorsUyemura, JCU Corporation, Okuno Chemical Industries (61/100), Nihon Kanigen, Meltex, Ishihara Chemical

Evidence

Moz Domain Authority 21/100 vs category average 37 / 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 "ミクロエースは「めっき」を通じ豊富な経験と蓄積された技術を生かし、高い信頼性と最先端の表年処理技術で社会に貢献する企業を目指しています。" (Meta description too short (1 words). OG description present but brief) - this is the summary AI engines are most likely to quote.

Structured data on the homepage: 1 JSON-LD block(s), Organization schema, Breadcrumb/Website schema, og:title, og:description, og:type, Twitter cards, canonical. Adding FAQ schema would further help AI crawlers parse the brand's identity.

AI-crawler access: robots.txt present, no AI bot restrictions - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.

Content is JA-only, limiting citation in English-language AI answers.

Detected tech stack: PHP, Apache, WordPress, Ghost.

Social footprint: verified profiles on X (Twitter), Facebook, Instagram, GitHub; no detected presence on LinkedIn, YouTube - consistent profiles reinforce the brand's identity across the web.

0 Reddit mentions - community discussion signals real-world reputation to AI models.

Does AI know Micro-ace?

Live results from asking a general-purpose AI assistant about the brand, checked October 2026.

When asked "What is Micro-ace?", Claude could identify the brand as of October 2026. Micro Ace is a Japanese manufacturer of N-scale model trains and railway models, known for producing detailed replicas of Japanese trains under the Arii brand. Best known for N-gauge model train replicas of Japanese railway rolling stock.

When asked "Best brands similar to Micro-ace?", Claude would recommend Micro-ace as of October 2026. It's a recognized name among Japanese model railway hobbyists, so it would come up alongside brands like Kato and Tomix when discussing N-scale train models.

People Also Ask About Micro-ace

Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.

When was Micro-ace founded?

Micro-ace was founded in 2004. Micro-ace operates in the Manufacturing category. It is analyzed by Brand Analyzer across seven brand dimensions and AI-search visibility.

Sources: Wikidata

Where is Micro-ace headquartered?

Micro-ace is headquartered in Warabi. Micro-ace operates in the Manufacturing category.

Sources: Wikidata

Does ChatGPT recommend Micro-ace?

Micro-ace scores 48/100 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: Micro-ace official site

How can Micro-ace improve its AI discoverability?

Micro-ace 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: Micro-ace official site

What is Micro-ace?

Micro-ace is a Japanese manufacturing company specializing in plating (めっき) and surface treatment technology. Founded in 2004 and headquartered in Warabi, it focuses on providing high-reliability surface treatment solutions to manufacturing industries, with a particular emphasis on automotive and electric vehicle (EV) applications.

Sources: Micro-ace official site

What does Micro-ace do?

Micro-ace develops and provides plating and surface treatment technologies for manufacturing companies. It combines long-accumulated expertise in plating with cutting-edge surface treatment techniques to deliver reliable solutions, serving industries such as automotive and EV manufacturing that require high-quality metal finishing and surface processing.

Sources: Micro-ace official site

Recommendations

AI visibility

Micro-ace scores 34/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.

Micro-ace has a weak AI-visibility profile at 34/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (48/100) and its weakest is visibility (23/100). It benefits from a Wikidata knowledge-graph entry, open access for AI crawlers (GPTBot, ClaudeBot, etc.) and machine-readable schema.org markup. The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data, a low Moz Domain Authority of 21/100 and no llms.txt to steer AI to its best pages. In a live check, Claude could already identify Micro-ace from memory (October 2026) - a sign these signals are paying off.

Visibility - 23/100

Trust - 39/100

Recommendation likelihood - 48/100

Score breakdown - 7 dimensions

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.

Peer brands

Ranked closest to Micro-ace: Rui Ye Century (Shenzhen) Hobby Co., Ltd (52/100), LilyAnn Cabinets (52/100), Mushin (52/100), Niagara Cutter (52/100).

A step up - brands to learn from: Zyvax (56/100), Yo-Zuri (56/100).

Category leader: DHL (97/100).

Brand Analyzer is built by DataEase AI. Track your brand in ChatGPT, Gemini and Perplexity.

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