# Pilot Chezka Carandang (@pilotchezka) on tiktok

- id: koinon:creator:tiktok_pilotchezka
- url: https://koinonlink.com/kol/tiktok/pilotchezka
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: pilotchezka
- platform_url: https://www.tiktok.com/@pilotchezka
- website: https://youtu.be/ahcJn3Ec-wQ?si=sAmUukkUM9g97lFS
- country: Philippines
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2337137
- following: 172
- posts_total: 512
- posts_observed: 1
- verified: false
- size_tier: kol

## 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: lifestyle
- subcategory: travel
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: 与女友Katrice的浪漫日常和情侣里程碑, 旅行vlog（日本、墨尔本、曼谷等地）, Pride Month和LGBTQ+骄傲表达, 品牌合作（Anker、Puma、Belo等生活方式产品）, 个人情感反思与生活感悟
- bio: ig : @chezkacarandang
work with me ✉️ [contact removed]
new vlog 👇

## Audience (inferred)
- status: present
- description: Young LGBTQ+ women (especially lesbian or bisexual), primarily interested in romantic couple vlogs, travel lifestyle content, and Pride-related topics, mostly from the Philippines or Southeast Asia
- roles: consumer
- seniority: consumer
- pain_points: Seeking authentic queer relationship support and a sense of belonging in conservative environments, Wanting everyday romance and travel inspiration but lacking relatable real-life references, Needing practical product recommendations for daily life and travel (e.g., power banks, skincare)
- posts_analysed: 100
- confidence: 0.9

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

## Quality signals
- authenticity_score: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- 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_pilotchezka#b7d49e48] To be loved is to be known, remembered and seen. 🖤 My boo @katricekierulf , you knew I needed a little break after such a busy week, so you surprised me with a spa day. Then came the most amazing 10-course dinner and just when I thought my birthday was already perfect, I came ho (https://www.tiktok.com/@pilotchezka)
- [tiktok_pilotchezka#7fa5f8ca] original sound - pilotchezka
- [tiktok_pilotchezka#40f31da7] End of August
- [tiktok_pilotchezka#d19d4598] Check out Pilot Chezka Carandang’s video! #TikTok >
- [tiktok_pilotchezka#aa205e83] +1 today. 🖤 This year, I’m not wishing for much. I’m simply looking around and feeling grateful for everything I alrea

## 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=34, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=34, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=34, 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=43, 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=43, 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=43, method=platform_profile

## Freshness
- profile_checked_days_ago: 43
- content_analysed_days_ago: 0
- audience_updated_days_ago: 34

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