医療を選択できる社会を実現する
メディカル・データ・ビジョン株式会社（MDV） (mdv.co.jp) scores 71 out of 100 on Brand Analyzer, placing it in the Brand-Ready tier among Healthcare brands, Technology brands, SaaS brands, in the 26th percentile of 16240 Healthcare brands.
メディカル・データ・ビジョン株式会社（MDV） is a transit district in the Leipzig-Halle metropolitan area, Germany. It was founded in 1998. It is headquartered in Halle (Saale). 医療・健康分野のICT化を促進するソリューションを提供し、医療を選択できる社会を実現する。.
| Brand Name | メディカル・データ・ビジョン株式会社（MDV） |
|---|---|
| Domain | mdv.co.jp |
| Industry | Healthcare, Technology |
| Founded | 1998 |
| Headquarters | Halle (Saale) |
| Main Competitors | JMDC Inc. (38/100), IQVIA (85/100), Intage Healthcare (31/100), NTT DATA (90/100), Flatiron Health (84/100) |
Moz Domain Authority 42/100 vs category average 40 / leader 95 - a strong backlink profile, so AI systems frequently 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 "メディカル・データ・ビジョン（MDV）の公式サイトです。弊社では医療・健康分野のICT化を促進するソリューションをご提供しております。" (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), Product/Article schema, og:title, og:description, og:image, og:type, Twitter cards. Adding Organization and FAQ schema would further help AI crawlers parse the brand's identity.
AI-crawler access: robots.txt mentions GPTBot, Google-Extended - all allowed - 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: Apache.
Social footprint: verified profiles on YouTube, X (Twitter), LinkedIn, Instagram, GitHub; no detected presence on Facebook - 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 October 2026.
When asked "What is メディカル・データ・ビジョン株式会社（MDV）?", Claude could identify the brand as of October 2026. Medical Data Vision (MDV) is a Japanese healthcare data company that collects and analyzes hospital DPC (diagnosis procedure combination) data from a large network of Japanese hospitals, providing real-world data and EBM solutions to pharmaceutical companies and medical instituti Best known for Japan's largest hospital-based real-world medical data platform built from DPC data, used for pharmaceutical research and hospital management analytics.
When asked "Best brands similar to メディカル・データ・ビジョン株式会社（MDV）?", Claude would recommend メディカル・データ・ビジョン株式会社（MDV） as of October 2026. It's one of the leading real-world data providers in Japan's healthcare sector, so it would naturally come up when discussing medical data or RWD companies in that market.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
メディカル・データ・ビジョン株式会社（MDV）'s main competitors in Healthcare: JMDC Inc. (38/100), IQVIA (85/100), Intage Healthcare (31/100), NTT DATA (90/100), Flatiron Health (84/100).
Sources: Brand Analyzer scan
MDVは、日本最大規模の診療データベースを活用した医療データ活用支援サービスと、病院向けのICTソリューションの2つの事業領域で製品・サービスを提供している。これらは医療機関、製薬企業、研究機関がリアルワールドデータを活用し、医療のICT化を進めるための基盤となっている。
メディカル・データ・ビジョン株式会社（MDV）は1998年に設立された日本の医療データ専門企業であり、医療・健康分野のICT化を促進するソリューションを提供している。日本最大級の診療データベースを保有し、医療データ活用支援と病院向けICTソリューションを事業の柱としている。
メディカル・データ・ビジョン株式会社（MDV） has limited AI-search visibility, scoring 38/100 on Brand Analyzer's AI visibility composite (visibility 23, trust 36, recommendation 66). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
メディカル・データ・ビジョン株式会社（MDV） was founded in 1998. メディカル・データ・ビジョン株式会社（MDV） operates in the Healthcare category. It is analyzed by Brand Analyzer across seven brand dimensions and AI-search visibility.
Sources: Wikidata
メディカル・データ・ビジョン株式会社（MDV） is headquartered in Halle (Saale). メディカル・データ・ビジョン株式会社（MDV） operates in the Healthcare category.
Sources: Wikidata
メディカル・データ・ビジョン株式会社（MDV） scores 66/100 on Brand Analyzer's AI recommendation signal, indicating it is reasonably likely to be surfaced when AI assistants like ChatGPT suggest Healthcare options. Recommendation depends on crawlability, structured data, and category authority.
メディカル・データ・ビジョン株式会社（MDV） 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.
MDVのサービスは、主に医療機関（病院）、製薬企業、研究機関、および医療データ活用を必要とする健康・医療分野の関係者によって利用されている。
メディカル・データ・ビジョン株式会社（MDV） scores 38/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
メディカル・データ・ビジョン株式会社（MDV） has a weak AI-visibility profile at 38/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (66/100) and its weakest is visibility (23/100). It benefits from a Wikidata knowledge-graph entry, a Moz Domain Authority of 42/100 and 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, thin schema.org structured data and no llms.txt to steer AI to its best pages. In a live check, Claude could already identify メディカル・データ・ビジョン株式会社（MDV） from memory (October 2026) - a sign these signals are paying off.
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 メディカル・データ・ビジョン株式会社（MDV）: MDScripts (71/100), Montgomery County, OH (71/100), Medefy (71/100), MediBuddy (71/100).
A step up - brands to learn from: Zymo Research (81/100), Zurich Insurance Group (81/100).
Category leader: Booksy (96/100).
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