# Brooke Lacey (@brookejlacey) on tiktok

- id: koinon:creator:tiktok_brookejlacey
- url: https://koinonlink.com/kol/tiktok/brookejlacey
- schema_version: 1.4

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

## Reach
- followers: 297727
- following: 1277
- posts_observed: 1
- verified: false
- size_tier: kol

## 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: software
- subcategory: ai_tools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: AI tools for non-techies at work, Simple crypto and blockchain explainers, Personal finance, money mindset and trauma, Cybersecurity basics and digital safety
- bio: Teaching non-techies how to use AI at work. You don’t need a tech background. You need 5 minutes. Also I'm funny.

## Audience (inferred)
- status: present
- description: Non-tech professionals and beginners seeking quick, simple explanations of AI for work plus crypto and personal finance basics
- roles: general_ai
- seniority: learner
- pain_points: Fear of falling behind or losing jobs due to AI without knowing where to start, Confusion from overly technical jargon around crypto, blockchain and wallets, Past money trauma or insecurity affecting financial decisions, Overwhelm from complex tech topics and desire for 5-minute practical takeaways
- posts_analysed: 77
- confidence: 0.9

## 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_brookejlacey#d49843ae] Learn AI. Keep your job. #CapCut #jayla #jaylaLearnAI / original sound - brookejlacey / CapCut is a new, easy-to-use video editing tool designed for mobile platforms. CapCut provides users with a wide range of video editing functions, filters, audio & visual effects, video te (https://www.tiktok.com/@brookejlacey)
- [tiktok_brookejlacey#d67e5876] Start creating your cool videos today:
- [tiktok_brookejlacey#92b15556] https://capcut.onelink.me/XKqI/228cad85 / It is a becoming a big trend on TikTok now! Click here: capcut / Check out Brooke Lacey’s video! #TikTok > / Money follows acceleration.

## 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=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=85, 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=85, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=85, 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=85, 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=85, 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=85, method=platform_profile

## Freshness
- profile_checked_days_ago: 85
- content_analysed_days_ago: 85
- audience_updated_days_ago: 84

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