# gigi (@growthbygigi) on tiktok

- id: koinon:creator:tiktok_growthbygigi
- url: https://koinonlink.com/kol/tiktok/growthbygigi
- schema_version: 1.4

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

## Reach
- followers: 2927
- following: 86
- posts_observed: 1
- 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: lifestyle
- subcategory: fashion
- category_confidence: 0.7
- category_source: derived_from_recent_content
- topics: UGC creator opportunities, Entry-level social media marketing jobs, Remote work for college students, Marketing girlies community, Job application links and DM outreach
- bio: BA in Marketing 🤓
📍San Diego, CA 
growin @Turbo AI

## Audience (inferred)
- status: present
- description: College students and young women aspiring to enter social media marketing or UGC creation, seeking entry-level remote opportunities
- roles: content
- seniority: learner
- pain_points: Lack of prior experience blocking entry into marketing roles, Difficulty finding remote or flexible entry-level positions while in college, Uncertainty about how to break into UGC or social media marketing, Limited access to direct application links or insider job opportunities
- posts_analysed: 13
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 37
- authenticity_basis: profile_shape_only
- credibility_score: 37
- 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_growthbygigi#e8573a1d] comment “interested” and i can message you the link to apply!!  #contentcreator #ugccreator #socialmediamarketing #marketinggirlies #collegestudent (https://www.tiktok.com/@growthbygigi)
- [tiktok_growthbygigi#84682693] original sound - growthbygigi
- [tiktok_growthbygigi#08081cbe] It is a becoming a big trend on TikTok now! Click here: contentcreator
- [tiktok_growthbygigi#c2c6c226] Check out gigi’s video! #TikTok >
- [tiktok_growthbygigi#8b153d44] i’m so excited to find my marketing girlies!! comment “me” and i can send you the link to apply (((:  #contentcreator #ugccreator #socialmediamarketing #marketinggirlies #collegestudent
- [tiktok_growthbygigi#6b7e645e] Search:
- [tiktok_growthbygigi#3731fbee] marketing girlies
- [tiktok_growthbygigi#ae761e9b] if you would like the link sent directly to you comment “me” and i’ll send you a dm 🤍  #contentcreator #ugccreator #socialmediamarketing #marketinggirlies #collegestudent

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=75, 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=75, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=78, 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=75, 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=78, 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=78, method=platform_profile

## Freshness
- profile_checked_days_ago: 78
- content_analysed_days_ago: 75
- audience_updated_days_ago: 75

## AI retrieval
- indexing_requests: 5
- 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_growthbygigi
- Request removal: https://koinonlink.com/claim?k=tiktok_growthbygigi
- Terms: https://koinonlink.com/for-ai