# IOSG Ventures (@IOSGVC) on x

- id: koinon:creator:x_iosgvc
- url: https://koinonlink.com/kol/x/IOSGVC
- schema_version: 1.4

## Identity
- platform: x
- handle: IOSGVC
- platform_url: https://twitter.com/IOSGVC
- website: https://iosg.vc/
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 25804
- following: 113
- posts_total: 2805
- posts_observed: 43
- posts_per_day: 0.809
- account_age_days: 3469
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00089
- best_post_interactions: 23
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: finance
- subcategory: crypto
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Crypto/DeFi investment announcements, Partnerships with protocols like Centrifuge, Morpho, SurfAI, Web3 capital race and Hong Kong policy events, Onchain credit and money markets thesis
- bio: Research-driven fund backing the builders of frontier digital infrastructure. Investing since 2017. Pitch: [contact removed]

## Audience (inferred)
- status: present
- description: Web3/crypto founders, builders and fellow investors focused on DeFi, onchain credit and frontier infrastructure
- roles: none
- seniority: decision_maker
- pain_points: Securing credible VC backing for early-stage crypto projects, Finding reliable onchain data and settlement infrastructure, Navigating regulatory and capital-raising environments in Asia/HK, Validating wallet and fund activity amid misinformation
- posts_analysed: 21
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 74
- authenticity_basis: engagement_observed
- credibility_score: 89
- flagged_for_review: false
- koinon_bd_grade: A — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [x_iosgvc#eb3c2952] https://t.co/AqD1bA5lQR (https://twitter.com/IOSGVC)
- [x_iosgvc#4eb83be3] https://t.co/1khUY63elB
- [x_iosgvc#2d0fb7e5] https://t.co/JTxdLpqQ9X
- [x_iosgvc#9ec21077] https://t.co/2urrrROTbJ
- [x_iosgvc#0b1a1e62] https://t.co/xRd2eQ18YQ
- [x_iosgvc#67118e30] Why we built on @SurfAI, from our AI lead @glazecl. 🌊Best-in-class settlement, fundamentals, and fundraising data, flexible enough (MCP + API) to wire straight into the research tooling we'd already built. ▶️ https://t.co/gEOk6t4g62
- [x_iosgvc#4a440184] Proud to partner with @SurfAI as their first design partner. 🌊 We've plugged @SurfAI into our internal research agent as the sole source for 5 data categories our stack couldn't cover: social mindshare, perp liquidations by exchange, VC fund data, prediction markets, and fundrai
- [x_iosgvc#5659e659] https://t.co/o22MPFcy7y

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=76, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=108, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 9
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=x_iosgvc
- Request removal: https://koinonlink.com/claim?k=x_iosgvc
- Terms: https://koinonlink.com/for-ai