# Aaliyah | Build Income Online (@liyahnaomi) on tiktok

- id: koinon:creator:tiktok_liyahnaomi
- url: https://koinonlink.com/kol/tiktok/liyahnaomi
- schema_version: 1.4

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

## Reach
- followers: 17159
- following: 34
- posts_total: 20
- posts_observed: 4
- 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: finance
- subcategory: personal_fin
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Personal redundancy story and starting over, Reselling and finding real vendors, Building an online brand and website for sales, Consistency and taking action in business, Basic money and investing advice

## Audience (inferred)
- status: present
- description: Aspiring resellers and beginners trying to build online income after job loss or feeling stuck in traditional work
- roles: ecom_ops
- seniority: learner
- pain_points: Sudden job redundancy and loss of income with no backup plan, Not knowing where to find reliable vendors or suppliers, Struggling to turn views or social media into actual sales, Feeling lost on how to start and scale a reselling business from scratch
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 47
- authenticity_basis: profile_shape_only
- credibility_score: 47
- 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_liyahnaomi#596e21b0] Getting made redundant honestly shook me. I remember sitting there thinking   what am I actually going to do now? No income. No plan. I just felt stuck. I kept seeing people making money from their phone   and I didn’t understand it at all   but I knew I couldn’t stay like that.  (https://www.tiktok.com/@liyahnaomi)
- [tiktok_liyahnaomi#dcf521d1] original sound - liyahnaomi
- [tiktok_liyahnaomi#d78e0fd3] Check out Aaliyah | Build Income Online’s video! #TikTok >
- [tiktok_liyahnaomi#f2ec8f1b] THIS YEAR CHANGED EVERYTHING😫!First year build

## 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=55, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=55, 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=55, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=55, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 55
- audience_updated_days_ago: 55

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