# piddd.led (@piddd.led) on tiktok

- id: koinon:creator:tiktok_piddd.led
- url: https://koinonlink.com/kol/tiktok/piddd.led
- schema_version: 1.2

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

## Reach
- followers: 51028
- following: 24
- posts_total: 6002
- posts_observed: 3
- 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: software
- category_confidence: 0.7
- category_source: derived_from_discovery_path
- topics: Biled/H4/H6 LED headlight upgrades, Hypernova, iBez, RTD Rayton product demos, Fog lamps and auxiliary lighting, Budget/student-friendly car mods, Brightness and install comparisons

## Audience (inferred)
- status: present
- description: Indonesian car owners and modifiers seeking affordable LED headlight/fog lamp upgrades, especially budget-conscious drivers and students
- roles: consumer
- seniority: consumer
- pain_points: Headlights too dim for night driving, Finding bright biled lights that don't blind others, Budget options that still feel premium and durable, Waterproof and long-warranty lighting for daily use
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 61
- authenticity_basis: profile_shape_only
- credibility_score: 61
- 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_piddd.led#a40f6d4c] H4 SELENOID ✅ 3 WARNA ✅ DRIVER EXTERNAL ✅ HIGH BEAM K11ER ✅ GARANSI 3 TH 🔥🔥 Rtd Rayton M01W PRO MAX #terangitukeren2026 #rtdrayton (https://www.tiktok.com/@piddd.led)
- [tiktok_piddd.led#17691240] original sound - ded.music
- [tiktok_piddd.led#c3cf7fab] It is a becoming a big trend on TikTok now! Click here: terangitukeren2026
- [tiktok_piddd.led#5fe6fa78] Check out piddd.led’s video! #TikTok >
- [tiktok_piddd.led#4995942f] Hypernova Raxtor 2.5 inch versi satu warna Cahaya pekat pooooolll !! 🔥🔥
- [tiktok_piddd.led#7c6af518] original sound - yui_09125
- [tiktok_piddd.led#ddd86831] Amor Na Praia (Super Slowed)
- [tiktok_piddd.led#30d667bc] Asli ini upgrade an terbaru makin pekat cahayanya 🔥🔥

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, 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=49, 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=49, 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=49, method=platform_profile

## Freshness
- profile_checked_days_ago: 49
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## 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_piddd.led
- Request removal: https://koinonlink.com/claim?k=tiktok_piddd.led
- Terms: https://koinonlink.com/for-ai