# Ahead The Spread (@aheadthespread) on tiktok

- id: koinon:creator:tiktok_aheadthespread
- url: https://koinonlink.com/kol/tiktok/aheadthespread
- schema_version: 1.4

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

## Reach
- followers: 27742
- following: 2
- posts_total: 172
- posts_observed: 2
- verified: false
- size_tier: koc

## 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: sports
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: NBA rigging and scripted playoffs, NFL game scripts and entertainment control, MLB fixed outcomes and conspiracies, Sports betting picks and community Discord, Player or league hints about manipulation

## Audience (inferred)
- status: present
- description: Sports betting enthusiasts on TikTok who follow conspiracy content claiming major leagues like NBA, NFL and MLB are rigged or scripted
- roles: consumer
- seniority: consumer
- pain_points: Losing bets on games they suspect are predetermined, Feeling frustrated that outcomes seem controlled rather than competitive, Seeking validation or community around 'rigged sports' theories, Wanting free picks or Discord access to improve betting results
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- flagged_for_review: false
- koinon_bd_grade: B — 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_aheadthespread#1d555fa3] Spooky, quiet, scary atmosphere piano songs (https://www.tiktok.com/@aheadthespread)
- [tiktok_aheadthespread#9ac13f90] Check out Ahead The Spread’s video! #TikTok >
- [tiktok_aheadthespread#a53e01a6] MLB IS RIGGED! 🤯 #mlbbets #sportsbetting #conspiracy
- [tiktok_aheadthespread#9860367a] It is a becoming a big trend on TikTok now! Click here: mlbbets
- [tiktok_aheadthespread#6b7e645e] Search:
- [tiktok_aheadthespread#c39edbbe] mlb rigging
- [tiktok_aheadthespread#9b38c591] THEY NEEDED CAVS! 👁️ #nbaplayoffs #nbabetting #clevelandcavaliers #detroitpistons #sportsbetting
- [tiktok_aheadthespread#f724a153] Congrats ... you’re in the #NBAPlayoffs! Grab your friends and use the NBA Playoffs filter to show how you’re feeling about your chance at taking home an NBA title!

## 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=61, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=61, 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=61, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=61, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 61
- audience_updated_days_ago: 61

## AI retrieval
- indexing_requests: 9
- 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_aheadthespread
- Request removal: https://koinonlink.com/claim?k=tiktok_aheadthespread
- Terms: https://koinonlink.com/for-ai