Kagami Brand Score: 69/100 - Developing tier

企業は人なり。

Kagami (kagami.co.jp) scores 69 out of 100 on Brand Analyzer, placing it in the Developing tier among SaaS brands, Technology brands, in the 21st percentile of 37154 SaaS brands.

AI Snapshot

Kagami is a Japanese IT company that provides engineering services and SaaS solutions to businesses needing support in the development, maintenance, and operation of IT systems. The company's stated mission is to maximize the value of IT through the strengths of its people, helping clients achieve business success. Its value proposition emphasizes deep understanding of client businesses combined with flexible engineering services to support growth. Kagami positions itself as a driver of value creation across industries through IT.

Key facts about Kagami
Brand NameKagami
Domainkagami.co.jp
IndustrySaaS, Technology
Main CompetitorsSHIFT Inc. (58/100), Classmethod (68/100), BrainPad (68/100), SonicGarden (63/100), Works Human Intelligence (62/100)

Evidence

Moz Domain Authority 7/100 vs category average 37 / leader 99 - limited third-party links, so AI systems rarely encounter mentions of the brand.

Kagami appears on Wikipedia but without a dedicated company entity, so AI models can confuse it with similarly named subjects.

The homepage meta description reads "「企業は人なり。」 人の魅力でITの力を最大限に引き出し、お客様のビジネスを成功へと導きます。" (Meta description too short (2 words). OG description present but brief) - this is the summary AI engines are most likely to quote.

Structured data on the homepage: 2 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: Nginx, 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 Kagami?

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

When asked "What is Kagami?", Claude could not identify the brand as of November 2026. I don't genuinely recognize this specific company, likely because it's a niche or relatively small Japanese SaaS provider with limited presence in my training data.

When asked "Best brands similar to Kagami?", Claude would not surface Kagami as of November 2026. I can't confidently recommend a company I don't have verified knowledge about.

People Also Ask About Kagami

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

Who are Kagami's main competitors?

Kagami's main competitors in SaaS: SHIFT Inc. (58/100), Classmethod (68/100), BrainPad (68/100), SonicGarden (63/100), Works Human Intelligence (62/100).

Sources: Brand Analyzer scan

Does ChatGPT recommend Kagami?

Kagami scores 42/100 on Brand Analyzer's AI recommendation signal, indicating it is less likely to be surfaced when AI assistants like ChatGPT suggest SaaS options. Recommendation depends on crawlability, structured data, and category authority; a Wikipedia presence helps.

Sources: Kagami official site

How can Kagami improve its AI discoverability?

Kagami 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: Kagami official site

Recommendations

AI visibility

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

Kagami 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 (42/100) and its weakest is trust (31/100). 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 7/100 and no llms.txt to steer AI to its best pages. In a live check (November 2026), Claude could not identify Kagami from memory, confirming the gaps above.

Visibility - 31/100

Trust - 31/100

Recommendation likelihood - 42/100

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.

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