# ndukaudeh (@ndukaudeh) on tiktok

- id: koinon:creator:tiktok_ndukaudeh
- url: https://koinonlink.com/kol/tiktok/ndukaudeh
- schema_version: 1.4

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

## Reach
- followers: 6452
- posts_observed: 4
- 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: ecommerce
- subcategory: crossborder
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Importing from China, African food exports to global markets, China supplier negotiation and pricing, Export packaging, labeling and quality control, Finding and scaling outreach to buyers, Amazon FBA and US market entry
- bio: I connect African businesses with global buyers so they can earn in dollars

## Audience (inferred)
- status: present
- description: Nigerian and African small-to-medium business owners running import/export businesses, especially food products and China sourcing
- roles: sales
- seniority: decision_maker
- pain_points: Losing money on China imports due to poor supplier pricing and hidden costs, Quality failures like adulteration, moisture damage, and bad labeling killing export deals, Struggling to find and convert international buyers at scale, Logistics and shipping risks when moving goods between China, Nigeria, and the US/UK
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 42
- authenticity_basis: profile_shape_only
- credibility_score: 42
- 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_ndukaudeh#bd27ca78] I think I have made a Nigerian out of a Chinese man today. 😂 I had lunch with one of our Chinese staff today. We had egusi, okro, pounded yam, and grilled fish. Of course, I was interested in seeing his reaction, but from the way he was eating, I don’t think I needed to ask anym (https://www.tiktok.com/@ndukaudeh)

## 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=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=57, 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=57, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=77, 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=57, 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=77, 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=77, method=platform_profile

## Freshness
- profile_checked_days_ago: 77
- content_analysed_days_ago: 57
- audience_updated_days_ago: 57

## AI retrieval
- indexing_requests: 9
- 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_ndukaudeh
- Request removal: https://koinonlink.com/claim?k=tiktok_ndukaudeh
- Terms: https://koinonlink.com/for-ai