# bangsoda (@bangsoda) on tiktok

- id: koinon:creator:tiktok_bangsoda
- url: https://koinonlink.com/kol/tiktok/bangsoda
- schema_version: 1.4

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

## Reach
- followers: 288753
- following: 118
- posts_total: 1509
- posts_observed: 3
- 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: fashion
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: budget power banks and wireless chargers, cheap running shoes and sweatpants, affordable tempered glass and phone stands, travel power strips and rechargeable batteries, budget earbuds and smart glasses
- bio: bapak kepada dua kepala budak ✌🏻
paid review ▶️ dm tiktok/ig @bangsoda

## Audience (inferred)
- status: present
- description: Malaysian consumers, mainly budget-conscious families and parents looking for cheap daily gadgets and clothing
- roles: consumer
- seniority: consumer
- pain_points: Finding reliable power banks, earphones and chargers at the lowest possible price, Needing versatile cheap clothing that works for both casual wear and light sports, Locating affordable travel accessories and household items without obvious quality issues, Discovering budget kids' products like bicycles that still look decent
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- 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_bangsoda#147407a4] travel power strip paling padu! @ORICO-PowerLife #orico #powerstrip #powerextension #socketextension #extensionsocket (https://www.tiktok.com/@bangsoda)
- [tiktok_bangsoda#c8e8f398] original sound - bangsoda
- [tiktok_bangsoda#2cc214cb] It is a becoming a big trend on TikTok now! Click here: orico
- [tiktok_bangsoda#7d58793d] Check out bangsoda’s video! #TikTok >
- [tiktok_bangsoda#6b7e645e] Search:
- [tiktok_bangsoda#2e81c635] orico
- [tiktok_bangsoda#3692103c] kasut terbaru daripada @Steapex.Malaysia #steapex #steapexrush #kasutrunning #kasutmurah #kasutviral
- [tiktok_bangsoda#311f9a2e] Sway with Me

## 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=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, 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=54, 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=54, 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: 54
- audience_updated_days_ago: 54

## AI retrieval
- indexing_requests: 14
- 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_bangsoda
- Request removal: https://koinonlink.com/claim?k=tiktok_bangsoda
- Terms: https://koinonlink.com/for-ai