# Vesting (@vesting_tv) on tiktok

- id: koinon:creator:tiktok_vesting_tv
- url: https://koinonlink.com/kol/tiktok/vesting_tv
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: vesting_tv
- platform_url: https://www.tiktok.com/@vesting_tv
- website: link.me/vesting
- country: Poland
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2746
- following: 1
- posts_observed: 2
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: software
- subcategory: saas
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Startup funding rounds and valuations, VC firm activity and AUM rankings, AI agent and model launches, Defense and hypersonic tech deals, Space infrastructure startups
- bio: The Front Page of Venture Capital. ⚡️
→ Startup Fundraises, News, Updates
→ Follow to Keep Up!
Work with us ⤵️

## Audience (inferred)
- status: present
- description: Venture capital investors, startup founders, and tech deal followers tracking funding news and emerging startups
- roles: none
- seniority: practitioner
- pain_points: Missing timely updates on hot funding rounds and new entrants, Staying informed on niche sectors like defense tech, space, and AI without scattered sources, Identifying credible signals from noise in the startup ecosystem
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 37
- authenticity_basis: profile_shape_only
- credibility_score: 37
- flagged_for_review: false
- koinon_bd_grade: C — 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
- [tiktok_vesting_tv#8891201b] Swipe to see the AI assistant Silicon Valley is losing its mind over. Instinct is a text-based AI agent you command like a friend, over SMS or WhatsApp. It connects to your email, calendar, and apps, then actually does things: books your travel, clears your inbox, makes reservati (https://www.tiktok.com/@vesting_tv)

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=57, 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=57, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=85, 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=0.25, freshness_days=57, 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=85, 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=85, method=platform_profile

## Freshness
- profile_checked_days_ago: 85
- content_analysed_days_ago: 57
- audience_updated_days_ago: 57

## AI retrieval
- indexing_requests: 7
- 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=tiktok_vesting_tv
- Request removal: https://koinonlink.com/claim?k=tiktok_vesting_tv
- Terms: https://koinonlink.com/for-ai