Introducing agent and attribution

Kimi Visibility Tracker: Show up in China's research assistant

Kimi reads dozens of pages and long reports before it answers, which is why Chinese professionals use it for market research and vendor shortlists. Finseo tracks what Kimi concludes about your brand, in Chinese, from China.

Marketing lead in a sunlit office
Brand mentionsTracked daily
CompetitorsUnlimited
Sources citedCaptured
KimiKimi tracking

Kimi · Visibility report

See where Kimi mentions you, and why.

Daily prompts · every region · every model

Visibility

68%

Mentions

1,284 / mo

Sentiment

92% positive

Why Kimi matters

The assistant Chinese professionalsuse to research before they decide.

Kimi made its name on long context: whole reports, filings and search results in one pass. Its open-weight K2 models now also run inside other companies' products.

Context

2M

Chinese characters in one prompt

Kimi's long-context launch, 2024

Reads whole reports, not snippets

Parameters

1T

Kimi K2 mixture-of-experts

Released July 2025

Open weights, reused across China

Research

Deep

multi-step web research mode

Dozens of sources per answer

Answers read like analyst notes

Language

ZH

Chinese first, English on kimi.com

Built in Beijing by Moonshot AI

Strong in B2B and education

Source: Moonshot AI releasesRead more
Market and intent

Where Kimi matters,and what people ask it.

Kimi is used for work: market overviews, supplier comparisons, study and career choices. Its answers synthesise many sources, so the question is which ones name you.

Markets

  • Mainland ChinaPrimary market, Kimi app and web
  • Global, via kimi.comEnglish interface and open-weight K2 models

Language

Simplified Chinese (zh-CN), English

Where it answers

Kimi app and kimi.com with web research, plus products built on open-weight Kimi K2 models

Who uses it

Chinese knowledge workers, analysts, students and B2B buyers doing research before a decision

What people ask

Market research

“2026年中国储能行业竞争格局分析”

Translation: Analyse the competitive landscape of China's energy storage industry in 2026

Long answers name the leaders, and the leaders get the meetings.

Vendor shortlist

“适合中型制造企业的MES系统有哪些”

Translation: Which MES systems suit mid-sized manufacturers?

B2B buyers ask for a list and call the first three names.

Product comparison

“对比几款主流扫地机器人的优缺点”

Translation: Compare the pros and cons of the main robot vacuums

Pros and cons are where sentiment and framing show up.

Education

“国内有哪些好的在职MBA项目”

Translation: Which part-time MBA programmes in China are good?

High-consideration choices researched over several sessions.

Recommended tracking setup

Country

China

Language

Simplified Chinese

Prompt set

Research, comparison and vendor-shortlist prompts in your category

What it draws on

  • Chinese-language web and news
  • Industry reports and filings
  • PDFs and long documents it reads end to end
  • Company and product sites
What you can track

Everything Kimi says about you,measured every day.

01 · Visibility rate

Visibility and mentions

Measure your Kimi mentions, citations and share of voice as KPIs over time.

How often Kimi names your brand across your prompt set, tracked daily so you see the trend, not a one-off answer.

Today

Visibility rate

AprMayJunJulAugSep

02 · Average position

Position against competitors

03

Sources and citations

Cited URLs
Domains
Source types

04

Sentiment and framing

How Kimi describes you: the adjectives, the caveats and the criticism that travel with your name.

05

Prompts in the local language

Prompts written the way people in that market ask, not translated from English, so the answers you measure are the ones they get.

06

Reports and data access

Report Builder
API & MCP
Looker Studio
FAQ

Kimi tracking,frequently asked questions.

Kimi is the AI assistant from Moonshot AI, a Beijing-based company. It is known for very long context and multi-step web research, and Moonshot publishes open-weight Kimi K2 models that other companies build on.

Finseo runs your prompts against Kimi from China, in Simplified Chinese, every day, and records whether your brand is named, its position, the sentiment and the sources Kimi relied on.

Kimi is used for work research: market overviews, supplier comparisons and shortlists. If your company sells into China, Kimi's research answers are where a buyer first meets your name, or your competitor's.

Kimi reads many pages per answer, from Chinese news and web content to industry reports and long PDFs. Finseo shows which domains and URLs appear behind your prompts, so you know what to publish and where.

Kimi is a regional engine that runs on a dedicated crawler in China, so our team sets it up with you and quotes it per market. The results appear alongside your other engines.

Yes. Finseo tracks Kimi, Qwen, DeepSeek and the other major Chinese assistants with the same prompts, so you can see where you are strong and where you are missing.

How Kimi tracking works

From the prompts people askto the sources Kimi trusts.

Step 1 · Prompt research

What are people asking Kimi?

We map the questions your buyers actually put to Kimi, from comparisons and 'best of' lists to how-to prompts, and turn them into the prompt set you track every day.

Step 2 · Visibility tracking

Are you mentioned in Kimi answers?

Daily runs record every answer that names or cites your brand, where you sit in it, and how you compare with competitors, so Kimi visibility becomes a KPI you can move.

Reviews
Comparisons
News
Forums
Documentation

Step 3 · Source analysis

Which sources does Kimi trust?

See the domains and pages Kimi cites for your topics, where you are missing, and which content earns citations, then export it for your team with the report builder.

Talk to our team

See what Kimi concludes about your brand

Talk to our team about Chinese research prompts, competitors and a Kimi tracking setup.