# Leading Hands Ghana (@leadinghandsgh) on tiktok

- id: koinon:creator:tiktok_leadinghandsgh
- url: https://koinonlink.com/kol/tiktok/leadinghandsgh
- schema_version: 1.2

## Identity
- platform: tiktok
- handle: leadinghandsgh
- platform_url: https://www.tiktok.com/@leadinghandsgh
- website: Wa.me/233538271025
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 190097
- following: 9969
- posts_observed: 3
- 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: ecommerce
- subcategory: supply
- category_confidence: 0
- category_source: derived_from_discovery_path
- topics: China business travel and sourcing, Business systems and strategy, Sales conversion and profitability, Team training and operations, Ghana-China trade opportunities
- bio: Helping Businesses Build. Grow. Scale.
Business Growth | Sales Systems | China Trade
Start your journey today
Call/WhatsApp +233538271025
Mon. - Fri. 9am - 5pm

## Audience (inferred)
- status: present
- description: Ghanaian business owners and entrepreneurs importing from China or building sales systems to scale
- roles: sales
- seniority: decision_maker
- pain_points: Making costly mistakes with wrong suppliers or products when importing, Being busy with enquiries but failing to convert into sales or profit, Lack of repeatable systems causing business to stall when owner is absent, Team lacking training or structure to execute growth plans
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- 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_leadinghandsgh#71a5e921] Most first-time importers don’t fail because they lack money—they fail because they make costly mistakes. Choosing the wrong supplier, importing products with little demand, underestimating shipping costs, poor negotiation, and having no support after purchase can cost you thousa (https://www.tiktok.com/@leadinghandsgh)

## 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=16, 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=16, 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=16, method=platform_profile

## Freshness
- profile_checked_days_ago: 16
- 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_leadinghandsgh
- Request removal: https://koinonlink.com/claim?k=tiktok_leadinghandsgh
- Terms: https://koinonlink.com/for-ai