Upstage Solar Tracker: Be visible in Korea's sovereign AI
Upstage's Solar is the Korean-first model that enterprises and public bodies deploy, and that Upstage is building into Daum, the portal it bought in 2026. Finseo tracks what Solar says about your brand, in Korean, next to Naver and the global engines.

Upstage Solar
For offices, the Purea 400 is often recommended: H13 filter, 120 m² coverage and an office dashboard.
Upstage Solar
For offices, the Purea 400 is often recommended: H13 filter, 120 m² coverage and an office dashboard.

5 sources cited
5 sources cited
What you can track
Everything Solar says about you, measured every day.
Visibility and mentions
How often Upstage Solar names your brand across your prompt set, tracked daily so you see the trend, not a one-off answer.
- Visibility rate
- Mentions
- Daily trend
Position against competitors
Where you land among the brands Upstage Solar names, and who it puts ahead of you.
- Average position
- #1 share
- Share of voice
Sources and citations
The pages and domains Upstage Solar draws on, so you know which content actually shapes the answer.
- Cited URLs
- Domains
- Source types
Sentiment and framing
How Upstage Solar describes you: the adjectives, the caveats and the criticism that travel with your name.
- Sentiment
- Aspects
- Framing
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.
- Country
- Language
- Local intent
Reports and data access
Everything lands in the same dashboard as your other engines, with white-label reports, the API and the MCP server.
- Report Builder
- API & MCP
- Looker Studio

Why Solar matters
Korea's enterprise model is becoming a search portal too.
#2
Daum · Acquisition signed May 2026
KO
Language · Built in Seoul by Upstage
Sovereign
Programme · Upstage is a selected team
B2B
Enterprise · Document AI and Solar in production
Source: Korea Herald, Korea Times, 2026 Read more
Know where you stand
Track your AI visibility in real-time
See exactly how AI talks about your brand. But tracking alone won't grow your revenue, you need to improve it.
Share of voice · 48 prompts
Competitor Rankings in Upstage Solar
See how competitors rank in Upstage Solar responses. Track visibility, mentions & sentiment scores.
AI competitor analysis

Purea 400
4.6 · ₩489,000
Product Extraction
Track which products LLMs recommend. Monitor pricing and store mentions.
Upstage Solar in one view
Mentions, sources and tone in Upstage Solar.
Finseo reads every Upstage Solar answer to your prompts for three signals. Where all three are good, the engine recommends you.

01
Mentions
Whether Upstage Solar names your brand, in which position and next to which competitors.
02
Sources
Which pages Upstage Solar cites for your prompts and which of your own pages it trusts.
03
Tone
How Upstage Solar describes you: positive, neutral or negative, with the phrases it repeats.
Market and intent
Where Solar matters, and what people ask it.
Solar answers in two places: inside Korean enterprises and public bodies, and increasingly in Daum search. Track the B2B questions buyers ask at work and the consumer questions Daum users type.

Markets
- South KoreaPrimary market, enterprise and Daum
- Korean-speaking enterprises abroadSolar deployed via API and cloud
- Language
- Korean (ko-KR), English
- Where it answers
- Solar in Upstage products and enterprise deployments, and the Daum portal as Upstage rolls Solar into its search
- Who uses it
- Korean enterprises in finance, insurance, legal and the public sector; Daum's consumer search audience
What people ask

금융권 문서 자동화 솔루션 추천
01 · Enterprise software
Translation: Document automation solutions for financial institutions
Regulated industries pick vendors with a model they are allowed to use.

공공기관 클라우드 보안 인증 업체
02 · Public sector
Translation: Cloud providers with public-sector security certification
Procurement research in Korean, with Korean rules in mind.

제주도 3박 4일 여행 코스
03 · Travel via Daum
Translation: A 4-day, 3-night Jeju itinerary
Portal-style questions where Daum's AI answers compete with Naver's.

실손보험 비교 추천
04 · Insurance
Translation: Compare and recommend supplementary health insurance
High-value comparisons where naming order matters.
Recommended tracking setup
- Country
- South Korea
- Language
- Korean
- Prompt set
- B2B solution and vendor prompts plus consumer portal-style queries
What it draws on
- Daum search and news
- Daum Cafe communities
- Korean web and public data
- Company and product sites
How Upstage Solar tracking works
From the prompts people ask to the sources Upstage Solar trusts.
From prompt research to daily tracking, tasks, integrations and MCP: one workflow for your Upstage Solar visibility.
What are people asking Upstage Solar?
We map the questions your buyers actually put to Upstage Solar, from comparisons and 'best of' lists to how-to prompts, and turn them into the prompt set you track every day.
Prompt research
New prompt
Air purifier for offices, fine dust

New prompt
Air purifier for offices, fine dust
Are you mentioned in Upstage Solar answers?
Daily runs record every answer that names or cites your brand, where you sit in it, and how you compare with competitors, so Upstage Solar visibility becomes a KPI you can move.
AI visibility tracking
Visibility · purea.co.kr

Visibility · purea.co.kr
Which sources does Upstage Solar trust?
See the domains and pages Upstage Solar cites for your topics, where you are missing, and which content earns citations, then export it for your team with the report builder.
Report builder
Air purifier for a large office

Air purifier for a large office
youtube.comWhat should you do next?
Every gap in Upstage Solar becomes a task with the page, the reason and a priority, sorted by impact.
AEO tasks
3 open tasks

3 open tasks
Does Upstage Solar visibility fit your stack?
Search Console, Analytics, HubSpot and more: Finseo connects your data with the answers from Upstage Solar.
Integrations
48 integrations




48 integrations



Your data in your AI assistant
Through the MCP server you query your visibility data in Upstage Solar, Claude or Cursor, with one endpoint and one key.
MCP server
Upstage Solar
Finseo MCP

Upstage Solar
Finseo MCP
Daily Upstage Solar Monitoring
Sends prompts daily to Upstage Solar. Extracts mentions, sources, citations & competitive rankings.
Global Coverage
Run queries from different locations worldwide. Track regional AI visibility across markets.
Upstage Solar Source Analysis
See which sources Upstage Solar cites most. Track citation rates by content type & domain authority.
Track Over Time
Monitor visibility, sources & products trends with detailed analytics.
How tracking works
Every Upstage Solar answer, traced back.
FAQ
Upstage Solar tracking, frequently asked questions.
What customers say
Rated 5.0 — and ready for your security review.
Single sign-on, roles per project and data hosted in Germany, with a data processing agreement for every organisation.

“With Finseo, we get all the insights we need. The future of search will be AI-driven and we have to prepare.”
Johannes Kliesch
CEO & Co-Founder, SNOCKS
SSO via SAML
Login via your identity provider
Data in Germany
EU data residency, GDPR
Roles & audit trail
Every change logged
Engines
Every engine with its own tracking page.
Core engines in every market, regional ones where they matter. Pick an engine for all the details.
Book a demo
See what Korea's sovereign AI says about your brand
Talk to our team about Korean prompt sets and tracking Solar alongside Naver.




OMR Reviews
G2