Where horse girls dash to glory
ウマ娘 プリティーダービー (Uma Musume Pretty Derby) (umamusume.jp) scores 76 out of 100 on Brand Analyzer, placing it in the Brand-Ready tier among Media & Entertainment brands, SaaS brands, Other brands, in the 51st percentile of 35009 Media & Entertainment brands.
Uma Musume Pretty Derby is a Japanese media franchise developed by Cygames, combining a unique concept of anthropomorphized racehorse characters ('Uma Musume') with a multimedia entertainment project. It spans mobile games, anime series, music, and comics, with the official portal site at umamusume.jp serving as the central hub for news and content related to the project. Launched in 2016, it targets fans of anime, gaming, and character-driven multimedia franchises.
| Brand Name | ウマ娘 プリティーダービー (Uma Musume Pretty Derby) |
|---|---|
| Domain | umamusume.jp |
| Industry | Media & Entertainment, SaaS |
| Founded | 2016 |
| Parent Company / Owner | Cygames |
| Main Competitors | THE IDOLM@STER, Love Live! (60/100), Fate/Grand Order (53/100), Genshin Impact, Granblue Fantasy (78/100), Pokémon (91/100) |
Moz Domain Authority 51/100 vs category average 50 / leader 100 - a strong backlink profile, so AI systems frequently encounter mentions of the brand.
Ranked #159,803 on the Tranco list of most-visited sites - modest traffic makes the brand easy for AI models to overlook.
ウマ娘 プリティーダービー (Uma Musume Pretty Derby) has a dedicated Wikipedia entity - a top-weighted signal AI models rely on to identify and describe the brand.
The homepage meta description reads "ウマ娘 プリティーダービー公式ポータルサイトです。メディアミックスコンテンツ『ウマ娘 プロジェクト』に関する情報をお届けします。" (Meta description too short (3 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), Breadcrumb/Website 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 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: Vue.
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.
Live results from asking a general-purpose AI assistant about the brand, checked October 2026.
When asked "What is ウマ娘 プリティーダービー (Uma Musume Pretty Derby)?", Claude could identify the brand as of October 2026. Uma Musume Pretty Derby is a Japanese multimedia franchise by Cygames that anthropomorphizes real-life racehorses as girls with their personalities and racing histories, built around a mobile gacha/rhythm-racing game along with anime series, manga, and merchandise. Best known for its mobile gacha game where players train anime-style girls based on real champion racehorses to compete in races.
When asked "Best brands similar to ウマ娘 プリティーダービー (Uma Musume Pretty Derby)?", Claude would recommend ウマ娘 プリティーダービー (Uma Musume Pretty Derby) as of October 2026. It's one of the most successful and distinctive Japanese gacha game franchises, so it would naturally come up alongside similar character-collection or idol-style mobile games.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
ウマ娘 プリティーダービー (Uma Musume Pretty Derby)'s main competitors in Media & Entertainment: Love Live! (60/100), Fate/Grand Order (53/100), Granblue Fantasy (78/100), Pokémon (91/100).
Sources: Brand Analyzer scan
The franchise offers a mobile game, anime series, music releases, and comic/manga adaptations, all centered on the Uma Musume Pretty Derby concept. The official portal site itself functions as an information hub rather than a direct product, providing updates and details about these various media offerings.
Sources: ウマ娘 プリティーダービー (Uma Musume Pretty Derby) official site
Uma Musume Pretty Derby is a Japanese media franchise created by Cygames that centers on 'Uma Musume,' characters who are anthropomorphized versions of real racehorses. It is a cross-media project encompassing mobile games, anime, music, and comics. The umamusume.jp site serves as the official portal for the franchise, providing news and information about its various media components.
Sources: ウマ娘 プリティーダービー (Uma Musume Pretty Derby) official site
ウマ娘 プリティーダービー (Uma Musume Pretty Derby) has moderate AI-search visibility, scoring 58/100 on Brand Analyzer's AI visibility composite (visibility 62, trust 40, recommendation 71). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: ウマ娘 プリティーダービー (Uma Musume Pretty Derby) official site
ウマ娘 プリティーダービー (Uma Musume Pretty Derby) was founded in 2016. ウマ娘 プリティーダービー (Uma Musume Pretty Derby) operates in the Media & Entertainment category. It is analyzed by Brand Analyzer across seven brand dimensions and AI-search visibility.
Sources: Wikidata
ウマ娘 プリティーダービー (Uma Musume Pretty Derby) scores 71/100 on Brand Analyzer's AI recommendation signal, indicating it is reasonably likely to be surfaced when AI assistants like ChatGPT suggest Media & Entertainment options. Recommendation depends on crawlability, structured data, and category authority; a Wikipedia presence helps.
Sources: ウマ娘 プリティーダービー (Uma Musume Pretty Derby) official site
ウマ娘 プリティーダービー (Uma Musume Pretty Derby) 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: ウマ娘 プリティーダービー (Uma Musume Pretty Derby) official site
The franchise is known for its distinctive concept of personifying real-world racehorses as anime-style characters called Uma Musume, combining elements of horse racing history with character-driven storytelling. It is also recognized for its cross-media approach, integrating a mobile game, anime adaptations, music, and manga into a cohesive entertainment universe produced by Cygames.
Sources: ウマ娘 プリティーダービー (Uma Musume Pretty Derby) official site
The site and franchise are used by fans of anime, gaming, and multimedia entertainment, particularly those interested in character-driven mobile games and cross-media storytelling. This includes players of the Uma Musume mobile game, viewers of its anime adaptations, and readers of related comics.
Sources: ウマ娘 プリティーダービー (Uma Musume Pretty Derby) official site
ウマ娘 プリティーダービー (Uma Musume Pretty Derby) scores 58/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
ウマ娘 プリティーダービー (Uma Musume Pretty Derby) has a limited AI-visibility profile at 58/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (71/100) and its weakest is trust (40/100). It benefits from a recognised Wikipedia company entity, a Wikidata knowledge-graph entry and a global traffic rank of #159,803 (Tranco). The main gaps holding it back: thin schema.org structured data and no llms.txt to steer AI to its best pages. In a live check, Claude could already identify ウマ娘 プリティーダービー (Uma Musume Pretty Derby) 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 ウマ娘 プリティーダービー (Uma Musume Pretty Derby): Ukrinform (76/100), Georgia Press (76/100), Undertheradar (76/100), United States Artists (76/100).
A step up - brands to learn from: Zoom (81/100), Znews (81/100).
Category leader: Change.org (97/100).
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