# Rama Satya (@productivityboii) on tiktok

- id: koinon:creator:tiktok_productivityboii
- url: https://koinonlink.com/kol/tiktok/productivityboii
- schema_version: 1.4

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

## Reach
- followers: 354775
- following: 488
- posts_total: 571
- 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: software
- subcategory: saas
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: personal branding, content creation systems, offer-market fit and funnels, qualified leads over virality, solopreneur mindset and discipline
- bio: The crossroad between personal development and personal branding.
Collab? IG.

## Audience (inferred)
- status: present
- description: Content creators and solopreneurs building personal brands and digital products, mostly practitioners turning content into leads and revenue
- roles: content
- seniority: practitioner
- pain_points: Chasing viral views without building real business or revenue, Struggling to convert content into qualified leads and clients, Lack of discipline and systems instead of motivation, Overcoming limiting beliefs and fear to start creating consistently
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.5
- promotion_intent: 0.4
- open_to_collaboration: true
- 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_productivityboii#70f33510] Mereka lebih percaya sama potensi lo. (https://www.tiktok.com/@productivityboii)
- [tiktok_productivityboii#a04badb9] original sound - productivityboii
- [tiktok_productivityboii#51687080] Memories
- [tiktok_productivityboii#c41468ff] Check out Rama Satya’s video! #TikTok >
- [tiktok_productivityboii#a627880c] Lo pilih jadi orang yang mana?
- [tiktok_productivityboii#c45992f0] vertigo (sped up)
- [tiktok_productivityboii#e640f766] there is no competition. i have no enemies.
- [tiktok_productivityboii#f8ade02a] Moment Of Reflection

## 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=99, 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=99, 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=99, method=platform_profile

## Freshness
- profile_checked_days_ago: 99
- 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_productivityboii
- Request removal: https://koinonlink.com/claim?k=tiktok_productivityboii
- Terms: https://koinonlink.com/for-ai