Who UniqueCapital is
UniqueCapital is an industry capital and ecosystem organization built on AI research. UniqueResearch is its research brand and tracks AI funding, subscription revenue, and product traffic.
UniqueResearch is the byline on this archive. The article library and the rankings are separate destinations.
How to cite
The byline UniqueResearch is the publication account, not a verified individual author. Attribute interview remarks to the speaker and the role given in the text. Do not infer a speaker or an update date. Dates are original publication dates.
Suggested citation: article title, UniqueResearch (publication account), original publication date, source link. Quoted remarks should name the speaker in the text. Read excerpts in their original context.
Topics and tags are on-site categories. Pages with missing text, images, or video transcripts say so. Do not fill those gaps.
Research directions
- Agentic AI: Exploring autonomous agents, collaborative systems, and enterprise deployment through measurable business outcomes.
- Physical AI: Tracking world models, robotics, and industrial applications through useful tasks, repeatable delivery, and global markets.
- Entertainment AI: Researching generative media, interactive storytelling, and AI-native IP across creation, production, distribution, and audience experiences.
Products
- UniqueResearch: An in-WeChat-mini-program lookup tool under UniqueResearch: surveys and questionnaires, research report browsing, and AI rankings discovery. Primarily for users in mainland China.
- UniqueBase: A globally accessible web data product: AI companies and related entities across sectors, themes, and cities. Every record includes a source and stable code, with machine-readable formats for AI assistants and search engines.
- UniqueBloom: A globally accessible web events platform: calendars, registration, agendas, speaker content, and follow-up—keeping conversations going beyond the venue.
- Good Projects: Verified investors browse AI startups and connect via pitch decks. Opens in a WeChat mini program, currently aimed mainly at users in mainland China; overseas or non-WeChat users may be unable to access.
Public data formats
- For AI: machine URLs and how to fetch one Markdown article.
- English research articles: full text on this site, with the original publication link and Markdown.
- Data & Rankings: English funding, revenue, traffic, and ranking articles.
- Events & Awards: English award results and event articles. Registration stays on UniqueBloom.
- Chinese research archive: on-site article text, each with a Markdown link. Titles and bodies are Chinese.
- Article index JSON: titles, byline, original dates, sources, tags, and body URLs.
- llms.txt: short site guide.
- llms-full.txt: bounded context, without every article body.
- sitemap.xml: public page list.
Markdown and HTML come from the same archived text. If they differ from the original publication, check that source. Event facts follow the public UniqueBloom page. These entry points do not grant extra content rights.