# iPassed Reviewer (@civilservicereviewer2026) on tiktok

- id: koinon:creator:tiktok_civilservicereviewer2026
- url: https://koinonlink.com/kol/tiktok/civilservicereviewer2026
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: civilservicereviewer2026
- platform_url: https://www.tiktok.com/@civilservicereviewer2026
- website: https://www.facebook.com/share/1FgCb7bATn/
- country: Philippines
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 467168
- following: 14
- posts_total: 522
- posts_observed: 2
- 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: software
- subcategory: ai_tools
- category_confidence: 0.6
- category_source: derived_from_discovery_path
- topics: CSE exam tips and hacks, Math problem solving (percentage, ratio, number series, logi, Reading comprehension strategies, 2026 CSE reviewer book sets and online review programs, Exam prep promotions and sales
- bio: New Advanced 2026 Edition of CSE Reviewer is NOW AVAILABLE 🔥💯

## Audience (inferred)
- status: present
- description: Filipinos preparing for the Civil Service Exam (CSE) Professional and Sub-Professional levels, mainly aspiring government employees, recent graduates, and current workers seeking promotion
- roles: none
- seniority: learner
- pain_points: Struggling with numerical topics like percentage, ratio & proportion, fractions, and number series, Lack of affordable, updated, and complete CSE review materials, Difficulty finding structured online review programs with tips and strategies, Time pressure to prepare and pass the 2026 CSE
- posts_analysed: 65
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.6
- open_to_collaboration: false
- 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_civilservicereviewer2026#25b7dd97] 2026 CSE REVIEWER COMPLETE SET for Professional and Sub-Professional Level#CivilServiceReviewer #CSE #civilserviceexam (https://www.tiktok.com/@civilservicereviewer2026)
- [tiktok_civilservicereviewer2026#ff99c680] original sound - civilservicereviewer2026
- [tiktok_civilservicereviewer2026#59edadcd] It is a becoming a big trend on TikTok now! Click here: civilservicereviewer
- [tiktok_civilservicereviewer2026#99eb5c3d] Check out iPassed Reviewer’s video! #TikTok >
- [tiktok_civilservicereviewer2026#3086c500] New Advanced 2026 Edition of CSE Reviewer is NOW AVAILABLE🔥‼️#civilserviceexam #CSEReview #CivilServiceReviewer
- [tiktok_civilservicereviewer2026#f338dab8] Ready ka na bang maging CSE PASSER THIS 2026? Don’t wait for the last minute , start your review NOW! 💯 Join the iPassed CSE Online Review (Batch Hiraya🍃) 📩 Message us to enroll! #civilserviceexamm #CSEReview #CSE #CivilServiceReviewer #cseonlinereviewerew
- [tiktok_civilservicereviewer2026#4762be4c] #CivilServiceReviewer #civilserviceexam #cseonlinereviewer #CSEReview #CSE
- [tiktok_civilservicereviewer2026#6b7e645e] Search:

## 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=60, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=60, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=60, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=60, 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=60, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=94, 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=60, 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=94, 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=94, method=platform_profile

## Freshness
- profile_checked_days_ago: 94
- content_analysed_days_ago: 60
- audience_updated_days_ago: 60

## AI retrieval
- indexing_requests: 9
- user_triggered_requests: 1
- last_user_triggered_day: 2026-09-06
- 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_civilservicereviewer2026
- Request removal: https://koinonlink.com/claim?k=tiktok_civilservicereviewer2026
- Terms: https://koinonlink.com/for-ai