# Gen-Z for Change (@genzforchange) on tiktok

- id: koinon:creator:tiktok_genzforchange
- url: https://koinonlink.com/kol/tiktok/genzforchange
- schema_version: 1.4

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

## Reach
- followers: 1781085
- following: 639
- posts_observed: 4
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.37796
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 6152
- best_post_interactions: 46756
- measurement_source: tiktok_posts_mean
- measurement_formula: digg + comment + share, mean over observed posts, divided by the mean play count of those same posts — on TikTok the algorithmic feed decides reach, so followers are not the denominator that describes what share of an audience engaged
- comparable_pool: view_based_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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: 0.85
- category_source: derived_from_recent_content
- topics: Palestine and Gaza solidarity, Anti-Trump and anti-ICE activism, Progressive elections and voting, Boycotts against corporations, Climate, environment, and public health, Criticism of billionaires and capitalism
- bio: Sign up for updates with 🔗 below.  
[contact removed]

## Audience (inferred)
- status: present
- description: Young progressive Gen Z TikTok users and left-leaning activists focused on social justice, Palestine, and anti-Trump causes
- roles: none
- seniority: consumer
- pain_points: Feeling powerless against government policies on immigration and foreign policy, Frustration with corporate influence in politics and elections, Concern over environmental harm and public health crises affecting communities, Desire for effective ways to support marginalized groups like Palestinians and migrants
- posts_analysed: 100
- confidence: 0.9

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

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- 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_genzforchange#a20dab25] Between lingering air pollution, nauseating smells, and deadly flies, Boyle Heights residents are still in harm’s way over a month after the Lineage Logistics warehouse disaster. @Sydney Nicole Sweeney (https://www.tiktok.com/@genzforchange)
- [tiktok_genzforchange#7f51c705] original sound - genzforchange
- [tiktok_genzforchange#9b6b7201] Check out Gen-Z for Change’s video! #TikTok >
- [tiktok_genzforchange#a016f7a2] In a new unreleased documentary, footage shows Lindsey Graham asking Netanyahu about lobbying Trump to ‘join Israel in Lebanon.’ This man never knew a country he didn’t want to bomb. @Evan James
- [tiktok_genzforchange#1c4ceecc] Starbucks’ latest occupational hazard just dropped—let this be your latest reminder to boycott Starbucks.
- [tiktok_genzforchange#6b7e645e] Search:
- [tiktok_genzforchange#387fd43d] silica starbucks
- [tiktok_genzforchange#7afdc344] Elon Musk’s DOGE wasn’t merely an incompetent failure. It was a means of gutting institutions that are meant to put a check on capitalist billionaires like Musk. @Evan James

## 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=81, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=81, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=81, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=81, 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=81, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=107, 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=0.5, freshness_days=81, 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=107, 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=107, method=platform_profile

## Freshness
- profile_checked_days_ago: 107
- content_analysed_days_ago: 81
- audience_updated_days_ago: 81

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