# Zoe Lu (@leadwithzoe) on tiktok

- id: koinon:creator:tiktok_leadwithzoe
- url: https://koinonlink.com/kol/tiktok/leadwithzoe
- schema_version: 1.3

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

## Reach
- followers: 37638
- following: 119
- posts_observed: 89
- 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: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Claude AI agents for email and calendar, Building websites with AI without coding, AI content creation and caption writing, Slack integrations and Claude tag, AI model updates and capabilities, Using AI for parenting and school admin tasks

## Audience (inferred)
- status: present
- description: Non-technical professionals, content creators and busy parents who want to automate work and life tasks with Claude AI
- roles: automation
- seniority: practitioner
- pain_points: Spending 20+ minutes daily writing emails and captions that could be automated, Wanting to build websites and tools but lacking coding skills, Struggling to manage calendar, inbox and content across multiple businesses while raising kids, Overwhelmed by how to actually implement AI agents instead of just watching tutorials
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 51
- authenticity_basis: profile_shape_only
- credibility_score: 51
- 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_leadwithzoe#cdff8485] managing the kids' school & activities was a job, so i gave it to claude. comment KIDS and i'll send you the free guide with all three builds, the exact prompts included. 1. daily pack list - 7am event that knows the weather, the swim days, and the friday folder 2. school news ag (https://www.tiktok.com/@leadwithzoe)
- [tiktok_leadwithzoe#d84c38db] original sound - lea

## 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=13, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=13, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=13, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=3, 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=0, 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=3, 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=3, method=platform_profile

## Freshness
- profile_checked_days_ago: 3
- content_analysed_days_ago: 0
- audience_updated_days_ago: 13

## AI retrieval
- indexing_requests: 1
- 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_leadwithzoe
- Request removal: https://koinonlink.com/claim?k=tiktok_leadwithzoe
- Terms: https://koinonlink.com/for-ai