# Smartech Zimbabwe (@smartechzimbabwe) on tiktok

- id: koinon:creator:tiktok_smartechzimbabwe
- url: https://koinonlink.com/kol/tiktok/smartechzimbabwe
- schema_version: 1.3

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

## Reach
- followers: 3340
- following: 520
- posts_total: 18
- posts_observed: 6
- 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: software
- category_confidence: 0.95
- category_source: derived_from_discovery_path
- topics: Imported used cars in Zimbabwe, Toyota car models and specs, Honda and Nissan used vehicle listings, Car pricing and negotiation, Vehicle condition and mileage verification, Car importation process in Zimbabwe
- bio: -Suppliers of Pre-Owned and Brand New Cars in Zimbabwe 
-#0787175963

## Audience (inferred)
- status: present
- description: Car buyers and enthusiasts in Zimbabwe looking for pre-owned or new imported vehicles, especially Toyota, Honda, and Nissan models
- roles: consumer
- seniority: consumer
- pain_points: Hard to find reliable, transparent listings for imported used cars in Zimbabwe, Difficulty verifying vehicle history, mileage accuracy, and condition before purchase, Limited access to trusted suppliers with clear pricing and contact details, Fear of scams or overpaying due to lack of market transparency
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 36
- authenticity_basis: profile_shape_only
- credibility_score: 36
- 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_smartechzimbabwe#af532552] #creatorsearchinsights Toyota Aqua Hybrid (Facelift Edition) 🔹Model: 2018 🔹Color: Wine Red  🔹Engine: 1.5L Petrol ⛽️ +Hybrid (1NZ-FXE) ⚡️ 🔹Transmission: Automatic Transmission (e-CVT) 🔹Mileage: 50 000Km 🔹Equipped with EV Mode, ECO Mode, and Toyota Hybrid Synergy Drive capabi (https://www.tiktok.com/@smartechzimbabwe)

## 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=45, 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=45, 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=45, method=platform_profile

## Freshness
- profile_checked_days_ago: 45
- 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_smartechzimbabwe
- Request removal: https://koinonlink.com/claim?k=tiktok_smartechzimbabwe
- Terms: https://koinonlink.com/for-ai