# Shofia Ishar (@shofiaishar) on tiktok

- id: koinon:creator:tiktok_shofiaishar
- url: https://koinonlink.com/kol/tiktok/shofiaishar
- schema_version: 1.4

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

## Reach
- followers: 34224
- following: 36
- 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: entertainment
- subcategory: edu_science
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: PhD supervisor management, Thesis/dissertation writing tips, Academic motivation and impostor syndrome, International PhD experiences, Choosing academic career paths
- bio: PhD in Built Environment | AI & EdTech Influencer for Academia | @UNSW Sydney 's alumni.
CP: [contact removed]

## Audience (inferred)
- status: present
- description: Indonesian PhD students, aspiring doctoral candidates, and early-career academics (especially those studying abroad or balancing thesis work with personal life)
- roles: none
- seniority: learner
- pain_points: Slow or unresponsive PhD supervisors, Writer's block and difficulty structuring literature reviews or theses, Impostor syndrome and lack of confidence during PhD, Deciding between domestic vs international PhD programs while managing family or career
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 51
- authenticity_basis: profile_shape_only
- credibility_score: 51
- 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_shofiaishar#395cac45] Resign jadi perempuan standar SNI #perempuan #society #standard (https://www.tiktok.com/@shofiaishar)
- [tiktok_shofiaishar#56ffbfef] original sound - guibanc
- [tiktok_shofiaishar#6b830f9d] It is a becoming a big trend on TikTok now! Click here: perempuan
- [tiktok_shofiaishar#be57c453] Check out Shofia Ishar’s video! #TikTok >
- [tiktok_shofiaishar#11a2e47e] Starting your PhD soon? Or finally beginning after a gap year? That mix of excitement + anxiety is real!! especially when you feel “not updated enough” with research tools while needing to prepare your thesis, proposal, and endless documents. That’s exactly why I’m setting up my 

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=78, 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=78, 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=78, 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=78, method=platform_profile

## Freshness
- profile_checked_days_ago: 78
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## 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_shofiaishar
- Request removal: https://koinonlink.com/claim?k=tiktok_shofiaishar
- Terms: https://koinonlink.com/for-ai