# i-TUTORIAL (@itutorial2u) on tiktok

- id: koinon:creator:tiktok_itutorial2u
- url: https://koinonlink.com/kol/tiktok/itutorial2u
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: itutorial2u
- platform_url: https://www.tiktok.com/@itutorial2u
- website: https://linktr.ee/iTUTORIAL
- country: Malaysia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 5314
- following: 42
- posts_total: 46
- 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: entertainment
- subcategory: mindset
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Motivation and never give up, Personal growth and mindset, Starting fresh and creating opportunities, Discipline and effort, Self-care and ignoring negativity
- bio: ✨ Inspire. Create. Learn.

Sharing motivational videos, creative tutorials and practical tips to help you learn, grow, and make everyday life a little better.

## Audience (inferred)
- status: present
- description: Everyday consumers looking for daily motivation, personal growth, and a positive mindset
- roles: consumer
- seniority: consumer
- pain_points: Feeling stuck or lacking drive in everyday life, Wrestling with self-doubt and fear of failing, Finding it hard to stay consistent when things get tough, Needing gentle reminders to care for themselves amidst stress
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 40
- authenticity_basis: profile_shape_only
- credibility_score: 40
- 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_itutorial2u#17b2ed83] Remember who helped you breathe when life made it hard to breathe. #creatorsearchinsights #motivation #positivevibes #inspiration (https://www.tiktok.com/@itutorial2u)
- [tiktok_itutorial2u#fb15dd74] Deep Reflection
- [tiktok_itutorial2u#815df183] It is a becoming a big trend on TikTok now! Click here: creatorsearchinsights
- [tiktok_itutorial2u#3b7b30c4] Check out i-TUTORIAL’s video! #TikTok >
- [tiktok_itutorial2u#e22829df] Some people enter your life like a sunrise— -they make the darkness easier to survive.
- [tiktok_itutorial2u#8e9bcca7] original sound - itutorial2u
- [tiktok_itutorial2u#6590612f] Never forget the hand that held you when you had nothing left to hold on to.  #creatorsearchinsights  #motivation #positivevibes #inspiration
- [tiktok_itutorial2u#de8229cd] original sound - jepiano_

## 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=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=56, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## AI retrieval
- indexing_requests: 11
- 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_itutorial2u
- Request removal: https://koinonlink.com/claim?k=tiktok_itutorial2u
- Terms: https://koinonlink.com/for-ai