# BULLRUNNERS (@bullrunners) on tiktok

- id: koinon:creator:tiktok_bullrunners
- url: https://koinonlink.com/kol/tiktok/bullrunners
- schema_version: 1.4

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

## Reach
- followers: 9241
- following: 9
- posts_observed: 2
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Ripple XRP news and updates, Bitcoin price predictions and rallies, Stablecoins and banking system mechanics, Regulatory and Fed-related crypto developments, Whale activity and institutional involvement

## Audience (inferred)
- status: present
- description: Retail crypto investors and XRP enthusiasts who actively follow breaking news, price movements, and regulatory updates on Ripple and Bitcoin
- roles: consumer
- seniority: consumer
- pain_points: Missing critical XRP news or regulatory developments that move the price, Uncertainty about whether XRP can be frozen or affected by stablecoin kill switches, Fear of whale dumps, rug pulls, or misleading information from Ripple executives, Difficulty understanding Fed policy, stablecoins, and institutional moves impacting holdings
- 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: 44
- authenticity_basis: profile_shape_only
- credibility_score: 44
- 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_bullrunners#ddf177bb] RIPPLE XRP: ELON MUSK SAYS THE GOVERNMENT IS BASICALLY UNFIXABLE!? (https://www.tiktok.com/@bullrunners)
- [tiktok_bullrunners#64097668] original sound - bullrunners
- [tiktok_bullrunners#ba130129] Check out BULLRUNNERS’s video! #TikTok >
- [tiktok_bullrunners#6b7e645e] Search:
- [tiktok_bullrunners#7b38fc1a] side quest meaning
- [tiktok_bullrunners#013f4c2e] Wait, we borrow money in a currency we print ourselves? This explanation is WILD. 🤯 #Economics #Money #Finance #TikTokExplained #MindBlown
- [tiktok_bullrunners#68b14b0a] It is a becoming a big trend on TikTok now! Click here: economics
- [tiktok_bullrunners#67b7ffa0] federal reserve explained

## 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=56, 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=56, 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=56, method=platform_profile

## Freshness
- profile_checked_days_ago: 56
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## AI retrieval
- indexing_requests: 11
- 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_bullrunners
- Request removal: https://koinonlink.com/claim?k=tiktok_bullrunners
- Terms: https://koinonlink.com/for-ai