# Abigail | Digital Marketing (@.muvaasclass) on tiktok

- id: koinon:creator:tiktok_.muvaasclass
- url: https://koinonlink.com/kol/tiktok/.muvaasclass
- schema_version: 1.4

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

## Reach
- followers: 131124
- following: 5053
- posts_total: 30
- posts_observed: 4
- 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_discovery_path
- topics: TikTok growth and algorithm understanding, Personal branding for monetization, Digital product creation and sales, Content frameworks and repurposing, Mindset and action over motivation

## Audience (inferred)
- status: present
- description: Aspiring female TikTok creators and online business owners in their 20s selling digital products
- roles: content
- seniority: practitioner
- pain_points: Stuck at low views because TikTok doesn't understand their audience, Guessing instead of using proven content frameworks, Building everything from zero instead of leveraging assets, Repeating motivation cycles without real progress or trust
- posts_analysed: 23
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.8
- 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_.muvaasclass#fa2092b8] COMMENT "VAULT" Valentine's is literally around the corner and people are already buying.🧏🏾‍♀️ Not because they planned ahead. Because they're panicking and want a solution now. Gifts. Self-care. Relationship fixes. Something that makes them feel better, look better, or say the (https://www.tiktok.com/@.muvaasclass)
- [tiktok_.muvaasclass#7345b5ea] original sound - cxlloutbeatz
- [tiktok_.muvaasclass#83c76f74] Already Home
- [tiktok_.muvaasclass#0cfe1a6b] Check out Abigail | Digital Marketing’s video! #TikTok >
- [tiktok_.muvaasclass#f6b88745] It’s only January… and I’ve already made more than I used to make in a full month.🥳 Not because I worked harder, I got

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=65, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=65, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=65, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=65, 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=65, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=95, 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=65, 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=95, 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=95, method=platform_profile

## Freshness
- profile_checked_days_ago: 95
- content_analysed_days_ago: 65
- audience_updated_days_ago: 65

## AI retrieval
- indexing_requests: 12
- user_triggered_requests: 1
- last_user_triggered_day: 2026-09-15
- 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_.muvaasclass
- Request removal: https://koinonlink.com/claim?k=tiktok_.muvaasclass
- Terms: https://koinonlink.com/for-ai