# Yeftacandra (@yeftacan) on tiktok

- id: koinon:creator:tiktok_yeftacan
- url: https://koinonlink.com/kol/tiktok/yeftacan
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: yeftacan
- platform_url: https://www.tiktok.com/@yeftacan
- country: Indonesia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 22434
- following: 30
- posts_observed: 1
- verified: false
- size_tier: koc

## 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: 0.9
- category_source: derived_from_discovery_path
- topics: Economics principles explained simply, Real-life examples of economic concepts, AI tools for business and CRM, University major advice and red flags, Finance and marketing basics
- bio: Sharing economics, finance, and marketing in a fun way 🏦

## Audience (inferred)
- status: present
- description: Indonesian students and young beginners seeking simple explanations of economics, finance, and basic business concepts
- roles: none
- seniority: learner
- pain_points: Difficulty understanding core economic theories like trade-offs, utility, and inflation, Struggling to connect textbook concepts to everyday real-life examples, Uncertainty about university majors and career paths in related fields, Limited access to engaging, non-academic resources for learning economics
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 49
- authenticity_basis: profile_shape_only
- credibility_score: 49
- flagged_for_review: false
- koinon_bd_grade: B — 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_yeftacan#82f7a64d] Penjelasan tentang capital gain dengan bahasa yang mudah dimengerti #economy (https://www.tiktok.com/@yeftacan)
- [tiktok_yeftacan#dfe09de0] original sound - yeftacan
- [tiktok_yeftacan#1be17958] It is a becoming a big trend on TikTok now! Click here: economy
- [tiktok_yeftacan#12b81168] Check out Yeftacandra’s video! #TikTok >
- [tiktok_yeftacan#30fa3d9e] Budget constraint di jelasin pake veronika #economy
- [tiktok_yeftacan#3fa3f1c9] Komen mau untuk dapetin free trial selama 1 bulan!! #business #ai
- [tiktok_yeftacan#bdf68d2e] Ini alasan saya bikin crm AI di Indonesia #ai #business
- [tiktok_yeftacan#cc2c6271] Gua lagi bangun karyawan AI untuk mngatur CRM dari sebuah bisnis #ai #business

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=6, 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=0, 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=6, 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=6, method=platform_profile

## Freshness
- profile_checked_days_ago: 6
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_yeftacan
- Request removal: https://koinonlink.com/claim?k=tiktok_yeftacan
- Terms: https://koinonlink.com/for-ai