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SURF × BITHUMB

Crypto intelligence,
engineered for trust.

Surf and Bithumb built an AI intelligence layer where every insight is traceable, every output is quality-gated, and every word is made for Korean crypto users.

Source-traceable Korean-native Exchange-compliant
OUTPUT TRACEVERIFIED
BTC / AI ASSET REPORT
source_snapshot
2026-06-18T11:30:00+09:00
market
KRW-BTC · verified mapping
evidence
price · volume · on-chain · sentiment
localization
ko-KR · glossary v3 · PASS
compliance
schema · policy · language · PASS
PUBLISHABLEFull lineage retained
10 minranking refresh
6signals per asset
300+approved Korean terms
4AI product surfaces

From raw market movement
to a decision-ready answer.

Four AI experiences share one verified data backbone, one Korean language standard and one compliance system.

01
AI RECOMMENDED ASSETS

See what is moving—and why.

Every listed asset is recomputed across momentum, trading activity, stability, support, buzz and sentiment on a 10-minute cycle.

AI-generated ranking model72%* directional hit rate*Illustrative 30-day research backtest
02
AI ASSET REPORT

One asset. Every relevant angle.

Technical, on-chain and community evidence is assembled into a structured report tuned for blue chips, smaller assets and stablecoins.

4 intelligence domains20+ data inputs · including 15+ on-chain metricsMarket · technical · on-chain · community
03
RECOMMENDED PROMPTS + MARKET REPORT

Ask the market a better question.

Surf turns live market structure, events, flows and sentiment into timely questions and market-wide explanations users can act on.

20+ provider integrations200+ market, on-chain, news and social sources

Built to go live—not just look intelligent.

Surf turns live crypto data into governed, Korean-native intelligence—with evaluation, traceability and monitored delivery built into every response.

SURF × BITHUMB / INTELLIGENCE CONTROL PLANE MONITORED DELIVERY
01 / DATA FABRIC

One live picture of the market.

Multi-domain signals are normalized into a timestamped, identity-verified snapshot before generation begins.

01MARKET + 5M CANDLES
02ON-CHAIN ACTIVITY
03NEWS + SOCIAL
04TOKEN IDENTITY
40+blockchains
200+data sources
100k+verified voices
TOP 200Bithumb-KRW assets
02 / CONTROLLED GENERATION

Evidence in. Evaluated intelligence out.

CONTROL VIEW / 01 SOURCE

The market is frozen before it is interpreted.

Every run starts from one reporting window. Market, candle, on-chain and social inputs are checked for coverage and captured as immutable context.

Coverage monitoringSource freshnessFrozen inputs
OPERATOR CONTROL SURFACE OBSERVABLE
BITHUMB MARKETCURRENT
5M CANDLESCOMPLETE
ON-CHAIN CONTEXTFROZEN
NEWS + SOCIALCURRENT
PRODUCTION OUTCOMEONE VERIFIED MARKET SNAPSHOT
03 / MULTI-LAYER EVALUATION

Bad output doesn't ship.

Every field crosses source, semantic, Korean-language and API contract gates before it can reach production.

01
SOURCE QAFreshness · completeness · identity
PASS
02
SEMANTIC EVALClaims · scores · supporting evidence
PASS
03
KOREAN QATerminology · tone · number formatting
PASS
04
CONTRACT QASchema · limits · prohibited wording
PASS
FAILED CHECKRETRY OR BLOCK BEFORE PUBLISH
04 / DELIVERY CONTRACT

Observable by default.

Every response carries a production version and publishing window, backed by customer-view health monitoring.

99.9%availability objective
99%freshness objective
p95latency monitored
versionId
019e…7923
publishedAt
19:04:02 KST
reportWindow
19:00—20:00
ALWAYS-ON PUBLISHING CADENCE
30 minRecommended prompts
1 hourAsset ranking
4 hoursAsset reports
07:50 KSTDaily market report

Try the intelligence layer.

Explore the ranking, reports and questions Surf created for the Bithumb experience.

BITHUMB AI powered by Surf
PRODUCTION SNAPSHOT · 2026.07.16 KST
AI RECOMMENDED ASSETS

Highest composite scores

Select an asset to read its full final paragraph
RANK / ASSETSURF SIGNALSCORE

상승 동력 유지로 강세 지속

7.4Trade

상승 동력 강화로 강세 전환

6.5Trade

가격 지지 강화로 강세 전환

6.5Trade

가격 지지력 유지로 강세 지속

6.3Trade

거래 급증에 강세 전환

6.0Trade
AI RANK EXPLAINER / STABLE

Why this asset ranks here

7.4
Momentum 8.5
Activity 6.0
Search 10.0
Stability 5.0
Sentiment 7.7
Resilience 7.0
SURF FINAL OUTPUT

스테이블(STABLE)은 전반적으로 강세를 유지하고 있으나, 최근 10분간 거래 활동과 가격 지지력이 약화된 반면 상승 모멘텀은 강하게 유지되며 매우 강세 수준에서는 다소 완화됨. 높은 시장 관심도와 긍정적인 시장 심리는 여전히 강세 평가를 뒷받침하고 있으며, 거래 활동은 이어지고 있으나 이전만큼 강하지는 않음. 10분 가격 변동률이 -0.55%를 기록하고 단기 변동 기준 시장 내 하위권에 위치하면서 단기 하방 압력이 확인됨. 가격 안정성은 개선됐지만 아직 중간 수준에 그쳐 변동성 리스크는 지켜봐야 함.

  • 10분 가격 변동률 -0.55%로 단기 하방 압력이 확인됨.
  • 검색트렌드 10.0점과 상승에너지 8.5점이 강세 평가를 뒷받침함.
  • 가격안정성은 5.0점으로 변동성 위험을 계속 확인해야 함.
Trade STABLE on Bithumb

Production output captured at 2026-07-16 17:35 KST · version 019f6a0e-ed45-712a-a1d0-43bc966960a7 · Not investment advice.

Intelligence you can inspect.
Answers you can trust.

Discover the market with Surf-powered intelligence, then continue your journey on Bithumb.

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Production snapshot · Information only · Not investment advice

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