# Kat Garcia (@katgarciaonline) on tiktok

- id: koinon:creator:tiktok_katgarciaonline
- url: https://koinonlink.com/kol/tiktok/katgarciaonline
- schema_version: 1.4

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

## Reach
- followers: 5847
- following: 524
- posts_observed: 8
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI agents and agentic commerce for DTC brands, Growth marketing with AI tools, Substack newsletter promotion for brand founders, Founder life, offsites, and investor meetings, Personal vlogs and travel content
- bio: AI tech founder @ Ground
Tips on growth marketing, AI, agentic commerce, and BTS of building

## Audience (inferred)
- status: present
- description: DTC/ecommerce brand founders, growth marketers, and investors interested in using AI agents for brand scaling and growth marketing
- roles: ecom_ops
- seniority: decision_maker
- pain_points: Scaling DTC brands without clear AI or agent implementation knowledge, Finding practical AI tools and agents that actually drive ecommerce growth, Staying ahead of AI trends specific to CPG and direct-to-consumer marketing, Building founder networks and resources for AI-powered commerce
- 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: 41
- authenticity_basis: profile_shape_only
- credibility_score: 41
- 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_katgarciaonline#2a415634] Tech tiktok where you at? #dayinmylife #Tech #nyctok #founderlife (https://www.tiktok.com/@katgarciaonline)
- [tiktok_katgarciaonline#a31dabf6] original sound - v_torresr
- [tiktok_katgarciaonline#e6dd3be5] Show us a day in your life.
- [tiktok_katgarciaonline#d1b742ba] It is a becoming a big trend on TikTok now! Click here: dayinmylife
- [tiktok_katgarciaonline#52b45d89] Check out Kat Garcia’s video! #TikTok >
- [tiktok_katgarciaonline#1193b2e4] original sound - shaepunzal
- [tiktok_katgarciaonline#230e0954] DTC founders you NEED this ONE newsletter
- [tiktok_katgarciaonline#3f895191] Growing your DTC brand is hard when you have no Idea how to use Al or agentic systems. Get weekly access to: 1. Claude skills pack and agents to use 2. Lessons from your favorite brands - and how they are using Al (Makeuo by Mario, tower28, Na Nin, Nodpod) 3. How to grow

## 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=58, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=58, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=58, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=58, 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=58, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=90, 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=58, 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=90, 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=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 58
- audience_updated_days_ago: 58

## AI retrieval
- indexing_requests: 8
- 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_katgarciaonline
- Request removal: https://koinonlink.com/claim?k=tiktok_katgarciaonline
- Terms: https://koinonlink.com/for-ai