# Project Productive (@projectproductive) on tiktok

- id: koinon:creator:tiktok_projectproductive
- url: https://koinonlink.com/kol/tiktok/projectproductive
- schema_version: 1.4

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

## Reach
- followers: 151291
- posts_total: 71
- posts_observed: 1
- 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: entertainment
- subcategory: mindset
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: 48 Laws of Power summaries, 33 Strategies of War, Discipline is Destiny and stoicism, Personal growth and mindset, BookTok motivation content

## Audience (inferred)
- status: present
- description: Young adults interested in self-improvement, power dynamics, and hustle culture through book summaries on TikTok
- roles: none
- seniority: learner
- pain_points: Lack of discipline and consistency in daily habits, Feeling powerless or stuck in personal/professional situations, Difficulty controlling emotions or navigating social dynamics, Overwhelm from lack of clear strategies for success
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.2
- 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_projectproductive#0314dee2] 123 things to do to feel grounded. 13: Draw an illustration of how you feel right now. Take 3 slow deep breaths then draw an illustration of how you want to ideally feel. Making a visual is an outlet of expressing what is deep inside.  Slow Deep Breaths forces us to be cognizant  (https://www.tiktok.com/@projectproductive)
- [tiktok_projectproductive#e92d37db] INTERESTELLAR
- [tiktok_projectproductive#531b6458] It is a becoming a big trend on TikTok now! Click here: foryou
- [tiktok_projectproductive#548e3722] Check out Project Productive’s video! #TikTok >
- [tiktok_projectproductive#1283f0cb] part 2: making tortilla soup before my wife comes home from work. changing the strat to using a slow cooker #asmr #cooking #povcooking #CookingHacks #asmrcooking #fyp #food #chef #tastyf

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=75, 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=75, 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=75, 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: 75
- audience_updated_days_ago: 75

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