# Edward (@edwardwardz) on tiktok

- id: koinon:creator:tiktok_edwardwardz
- url: https://koinonlink.com/kol/tiktok/edwardwardz
- schema_version: 1.4

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

## Reach
- followers: 368021
- following: 47
- posts_total: 27
- posts_observed: 10
- 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: gaming
- subcategory: mobile
- category_confidence: 0.92
- category_source: derived_from_recent_content
- topics: MLBB hero challenges and releases, rank climbing and livestreams, game events and promotions, MLBB community engagement
- bio: For business and inquiry 📩

[contact removed]

## Audience (inferred)
- status: present
- description: Filipino Mobile Legends players, mainly young gamers who follow hero releases, rank pushes and in-game events
- roles: consumer
- seniority: consumer
- pain_points: climbing ranks with new heroes like Hirara, missing limited-time login events and rewards, finding active community challenges and livestreams, keeping up with MLBB meta and pro scene updates
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_edwardwardz#a9329ad5] Gan'to mag Hirara guys 😎🩵 #MobileLegendsBangBang #MLBBNEWHERO #MLBBHIRARA #MLBBS41 #HarurotHirara (https://www.tiktok.com/@edwardwardz)
- [tiktok_edwardwardz#e17065d1] original sound - edwardwardz
- [tiktok_edwardwardz#7639f8bf] It is a becoming a big trend on TikTok now! Click here: mobilelegendsbangbang
- [tiktok_edwardwardz#d980c518] Check out Edward’s video! #TikTok >
- [tiktok_edwardwardz#6b7e645e] Search:
- [tiktok_edwardwardz#76eb3916] edward announcement
- [tiktok_edwardwardz#b2779dbb] Hirara challenge starts soon!  Panoorin ang livestream ko sa June 19, 10pm at samahan niyo akong umakyat sa ranks gamit ang bagong hero na si Hirara. Sino sa tingin niyo ang mananalo sa amin ni K1ngkong and Flap? Comment your predicted winner at final points! #MobileLegendsBangBa
- [tiktok_edwardwardz#559f8661] Powerful Telepathy Multidimensional Beings Ultra Deep State Quantum Awakening Meditation Music

## 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=69, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=69, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=69, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=69, 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=69, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=69, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 69
- audience_updated_days_ago: 69

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