# AI Work (@aiwork76) on tiktok

- id: koinon:creator:tiktok_aiwork76
- url: https://koinonlink.com/kol/tiktok/aiwork76
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: aiwork76
- platform_url: https://www.tiktok.com/@aiwork76
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2060
- following: 1
- posts_total: 56
- 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: news_media
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Trump criticism and scandals, Republican infighting and firings, Political conspiracy claims, Viral news sensationalism
- bio: @aiwork76 2041 Followers, 1 Following, 9487 Likes - Watch awesome short videos created by AI Work

## Audience (inferred)
- status: present
- description: TikTok users seeking sensational anti-Trump and anti-Republican political news clips for entertainment and outrage
- roles: consumer
- seniority: consumer
- pain_points: Missing the latest viral political scandals and drama, Feeling anxious about perceived threats from Trump policies or figures, Wanting quick, emotionally charged takes on current events without deep analysis
- posts_analysed: 34
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 43
- authenticity_basis: profile_shape_only
- credibility_score: 43
- 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_aiwork76#aeed5369] Trump Has MENTAL COLLAPSE in Multiple Meetings Yesterday!!#news #trump #mental #viral #fyp (https://www.tiktok.com/@aiwork76)
- [tiktok_aiwork76#fa24e11d] original sound - aiwork76
- [tiktok_aiwork76#f7dfe44d] It is a becoming a big trend on TikTok now! Click here: news
- [tiktok_aiwork76#be90dae4] Check out AI Work’s video! #TikTok >
- [tiktok_aiwork76#f001af46] Trump Brags About ILLEGALLY TRANSFORMING CORPORATE MEDIA Into Bootlicking Propaganda!!#news #trump #transforming #viral #fyp
- [tiktok_aiwork76#1db0f11c] Donald Trump DEMANDS OTHER COUNTRIES BAIL HIM OUT of His Biggest Mistake Yet!!#news #trump #countries #viral #fyp
- [tiktok_aiwork76#101e08ac] Horny MAGA Men EMPTY THEIR WALLETS FOR FAKE AI 'SEXY SOLDIER'!!#news #maga #trump #viral #fyp
- [tiktok_aiwork76#9bc07a44] Tommy Tuberville GOES FULL KKK w Insane Public Racism!!#news #tommytuberville #insane #viral #fyp

## 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=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, 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=56, 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: 56
- audience_updated_days_ago: 56

## AI retrieval
- indexing_requests: 12
- 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_aiwork76
- Request removal: https://koinonlink.com/claim?k=tiktok_aiwork76
- Terms: https://koinonlink.com/for-ai