# Lubosi (@b0si5) on tiktok

- id: koinon:creator:tiktok_b0si5
- url: https://koinonlink.com/kol/tiktok/b0si5
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: b0si5
- platform_url: https://www.tiktok.com/@b0si5
- website: https://linktr.ee/lubosi
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3049
- following: 235
- posts_observed: 12
- 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: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Claude Code and Codex workflows, AI agent automation and GitHub tools, Vibecoding and making AI sound human, Competitor analysis with AI, Free AI systems and resources
- bio: I turn AI into systems that CREATE, SELL & SHIP.
Claude • Codex • Automation
Free AI systems + community 👇

## Audience (inferred)
- status: present
- description: AI practitioners and small business operators focused on building practical automation systems with Claude, Codex and similar tools
- roles: automation
- seniority: practitioner
- pain_points: Turning AI into reliable weekly-running systems instead of one-off prompts, Making AI writing and outputs sound naturally human, Finding and integrating free GitHub repos to extend agent capabilities, Using AI for competitor analysis and sales process improvement without wasting time
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- 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_b0si5#39493bb2] Trust me🙏 #bosi #claude #aitools #anthropic #vibecoding (https://www.tiktok.com/@b0si5)
- [tiktok_b0si5#8334f0d7] original sound - b0si5
- [tiktok_b0si5#b22caa19] It is a becoming a big trend on TikTok now! Click here: bosi
- [tiktok_b0si5#29fb9b0f] Check out Lubosi’s video! #TikTok >
- [tiktok_b0si5#6b7e645e] Search:
- [tiktok_b0si5#6d8f87f2] higgsfield netflix
- [tiktok_b0si5#5ba21129] You can find the full video on YouTube. Some of this stuff I didn’t even know 🤯 #bosi #claude #aitools #vibecoding #anthropic
- [tiktok_b0si5#c29fe171] how did claude pass

## 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=60, 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=60, 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=60, method=platform_profile

## Freshness
- profile_checked_days_ago: 60
- content_analysed_days_ago: 57
- audience_updated_days_ago: 57

## AI retrieval
- indexing_requests: 10
- 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_b0si5
- Request removal: https://koinonlink.com/claim?k=tiktok_b0si5
- Terms: https://koinonlink.com/for-ai