# Stop Predatory Gambling (@stoppredatorygambling) on tiktok

- id: koinon:creator:tiktok_stoppredatorygambling
- url: https://koinonlink.com/kol/tiktok/stoppredatorygambling
- schema_version: 1.4

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

## Reach
- followers: 2111
- following: 2
- posts_observed: 19
- 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: finance
- subcategory: crypto
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: predatory tactics of sportsbooks like FanDuel, regulation fights against Kalshi and Polymarket, real-world harms of gambling addiction, calls for bans on gambling ads and operators, youth exposure to betting and loot boxes
- bio: Revealing the truth behind gambling operators to stop more victims.

Click the link and join us!

## Audience (inferred)
- status: present
- description: anti-gambling advocates, people personally affected by addiction, and supporters of stricter gambling regulation
- roles: none
- seniority: consumer
- pain_points: family members or loved ones harmed by gambling addiction with no effective help available, aggressive targeting of young people and vulnerable groups by betting apps and casinos, lack of meaningful regulation allowing predatory operators to thrive, insider trading and unethical practices on prediction markets going unchecked
- posts_analysed: 40
- 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: 35
- authenticity_basis: profile_shape_only
- credibility_score: 35
- 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_stoppredatorygambling#da69a26d] FanDuel laid bare the predatory reality of the commercialized sports betting industry when they took $1.5 million from a Philadelphia fan, then reeled him back in with a personal video from Bryce Harper. Using the face of the Phillies to help incentivize a man to lose his family’ (https://www.tiktok.com/@stoppredatorygambling)
- [tiktok_stoppredatorygambling#540b9513] original sound - stoppredatorygambling
- [tiktok_stoppredatorygambling#4c50eef8] It is a becoming a big trend on TikTok now! Click here: fanduel
- [tiktok_stoppredatorygambling#3d9e0f18] Check out Stop Predatory Gambling’s video! #TikTok >
- [tiktok_stoppredatorygambling#6b7e645e] Search:
- [tiktok_stoppredatorygambling#b7360034] bryce harper fanduel
- [tiktok_stoppredatorygambling#c6af3be8] Hawaii may be the first state in the country to ban Kalshi and Polymarket! #stoppredatorygambling #gambling #news #gambler #casino
- [tiktok_stoppredatorygambling#a3ed715e] The Encore casino near

## 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=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=57, 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=57, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=75, 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=57, 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=75, 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=75, method=platform_profile

## Freshness
- profile_checked_days_ago: 75
- content_analysed_days_ago: 57
- audience_updated_days_ago: 57

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