# Mama (@leahmarie2011) on tiktok

- id: koinon:creator:tiktok_leahmarie2011
- url: https://koinonlink.com/kol/tiktok/leahmarie2011
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: leahmarie2011
- platform_url: https://www.tiktok.com/@leahmarie2011
- website: https://linktr.ee/twistedinkllc?utm_source=linktree_profile_share&ltsid=fb378600-756f-4dfc-a96c-29e092890bbf
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 15545
- following: 8787
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.91
- category_source: derived_from_recent_content
- topics: DIY cluster lashes and gel nail care, Streak-free cleaning cloths and magic erasers, Kitchen gadgets (bacon grease containers, pickle elevators), Beginner laser engraving machines, Rural Missouri farm/family lifestyle, Affordable moissanite jewelry and beauty tools
- bio: Wife & mother of 2, Small business owner, Love my family, Enjoys outdoors, Enthusiastic about fashion, makeup, crafts and decor. 
👑 The Empire Agency 👑

## Audience (inferred)
- status: present
- description: Rural/suburban moms in the US (mainly Midwest) who shop TikTok for affordable beauty, cleaning, kitchen, and DIY gadgets
- roles: consumer
- seniority: consumer
- pain_points: Gel nail polish removal takes forever and is messy, Cleaning glass and mirrors leaves streaks, Dry, cracked lips with no quick fix, No good way to store and strain bacon grease or similar kitchen waste
- posts_analysed: 40
- confidence: 0.75

## 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: 33
- authenticity_basis: profile_shape_only
- credibility_score: 33
- 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_leahmarie2011#431ed150] This fishing backpack might be our favorite piece of gear this season. 🎣 Plenty of storage, super organized, and ready for every trip! #kastking #fishing #tacklebox #fishinglife #fishingtok (https://www.tiktok.com/@leahmarie2011)
- [tiktok_leahmarie2011#cd1cff3c] original sound - leahmarie2011
- [tiktok_leahmarie2011#a85e8814] It is a becoming a big trend on TikTok now! Click here: kastking
- [tiktok_leahmarie2011#7aa05f1a] Check out Mama’s video! #TikTok >
- [tiktok_leahmarie2011#5d85839b] Hate soaking your gel nails forever just to remove polish? 😩 This gel remover makes it bubble up and slide right off in minutes. Game changer for DIY nails at home! 💅✨#gelnails #nailremoval #diygelnails #nailhack #beautytiktok
- [tiktok_leahmarie2011#aa4fdab3] Aesthetic
- [tiktok_leahmarie2011#a1e31a7c] Where my my MO people at? #missouri #missourigirl #missouritiktok #rurallife #missouricheck
- [tiktok_leahmarie2011#6b7e645e] Search:

## 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=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=56, 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=56, 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=56, 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=56, method=platform_profile

## Freshness
- profile_checked_days_ago: 56
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## AI retrieval
- indexing_requests: 10
- 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_leahmarie2011
- Request removal: https://koinonlink.com/claim?k=tiktok_leahmarie2011
- Terms: https://koinonlink.com/for-ai