# Prince Clifford (@clifford_estrala) on tiktok

- id: koinon:creator:tiktok_clifford_estrala
- url: https://koinonlink.com/kol/tiktok/clifford_estrala
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: clifford_estrala
- platform_url: https://www.tiktok.com/@clifford_estrala
- website: https://www.youtube.com/channel/UCaqUPUDgI2jD5QnBgBcodVA
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 6882
- following: 516
- posts_observed: 1
- verified: false
- size_tier: nano

## 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: entertainment
- subcategory: music
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Live shows and parties in Hawaii and California, Filipino music and performers, Hawaii travel and local spots, Event promotions and ticket sales
- bio: Search my name CLIFFORD ALLEN ESTRALA @ google/Facebook/YouTube/INSTAGRAM

## Audience (inferred)
- status: present
- description: Filipino-Americans in California and Hawaii interested in live music events and cultural parties
- roles: consumer
- seniority: consumer
- pain_points: Limited access to Filipino live performances outside major cities, Difficulty finding ticket and reservation details for local events, Staying updated on performer schedules across Hawaii and Bay Area
- posts_analysed: 37
- 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: 42
- authenticity_basis: profile_shape_only
- credibility_score: 42
- 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_clifford_estrala#3ea867e6] IKA'Y UNANG PAG-IBIG / It is a becoming a big trend on TikTok now! Click here: fyp / Check out Prince Clifford’s video! #TikTok > / Mariz Productions Inc #fyp / original sound - clifford_estrala / Can you laugh any louder?🙄 (https://www.tiktok.com/@clifford_estrala)
- [tiktok_clifford_estrala#db58261c] How to shoot:
- [tiktok_clifford_estrala#9e7d9ec3] 1. Click the shoot icon.
- [tiktok_clifford_estrala#2dda2074] 2. Click on "add sound"
- [tiktok_clifford_estrala#634439b4] 3. Add your meme text.
- [tiktok_clifford_estrala#d6e219df] 4. Have fun! / SAVE THE DATE !!!  SEPT 12, 2026 SATURDAY @ 6PM at HOME EAT at 638 El Camino Real, San Clara, CA 95050. For ticket inquiries and table reservation pls call 6502783418 | 6507889089 #fyp / Black Sands Beach in Hilo #fyp / Coming Soon #fyp / Gabby Conception and Cliff

## 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=61, 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=61, 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=61, method=platform_profile

## Freshness
- profile_checked_days_ago: 61
- 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_clifford_estrala
- Request removal: https://koinonlink.com/claim?k=tiktok_clifford_estrala
- Terms: https://koinonlink.com/for-ai