# Maria (@1billionmaria) on tiktok

- id: koinon:creator:tiktok_1billionmaria
- url: https://koinonlink.com/kol/tiktok/1billionmaria
- schema_version: 1.2

## Identity
- platform: tiktok
- handle: 1billionmaria
- platform_url: https://www.tiktok.com/@1billionmaria
- country: Nigeria
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 137324
- following: 87
- posts_observed: 1
- 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
- category_confidence: 0.8
- category_source: derived_from_discovery_path
- topics: side hustle and business ideas in Nigeria, motivation and mindset for women, girl-to-girl real talk and advice, why people fail at making money from businesses, manifestation and personal growth

## Audience (inferred)
- status: present
- description: Young women in Nigeria (and similar regions) interested in side hustles, small business ideas, personal motivation and life advice, including mothers
- roles: consumer
- seniority: learner
- pain_points: Not making money from side hustles or businesses despite trying, Feeling lost about life direction and finances in 20s/30s, Needing real unfiltered advice on prioritizing peace and growth over external pressure, Balancing motherhood with personal dreams and business goals
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.4
- 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: 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_1billionmaria#6bba8c1b] If you feel bored everyday and don’t know which direction your life is going or what to do with your life, especially about your finances… follow these steps and you’ll feel in control. Comment “I want” and I’ll show you how to make your first 1M without 90 days🚀 #advice #online (https://www.tiktok.com/@1billionmaria)
- [tiktok_1billionmaria#a3111ad9] green to blue (Sped Up)
- [tiktok_1billionmaria#e377870e] It is a becoming a big trend on TikTok now! Click here: advice
- [tiktok_1billionmaria#9c3d1f84] Check out Maria’s video! #TikTok >
- [tiktok_1billionmaria#6b7e645e] Search:
- [tiktok_1billionmaria#8ebca3a1] finances and business
- [tiktok_1billionmaria#903c8049] #motivation #advice #inspiring
- [tiktok_1billionmaria#de060b26] original sound - kubsxyz

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, 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=40, 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=40, 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=40, method=platform_profile

## Freshness
- profile_checked_days_ago: 40
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## 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_1billionmaria
- Request removal: https://koinonlink.com/claim?k=tiktok_1billionmaria
- Terms: https://koinonlink.com/for-ai