# NUGSOFT TECHNOLOGIES (@nugsoft0706397621) on tiktok

- id: koinon:creator:tiktok_nugsoft0706397621
- url: https://koinonlink.com/kol/tiktok/nugsoft0706397621
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: nugsoft0706397621
- platform_url: https://www.tiktok.com/@nugsoft0706397621
- website: https://nugsoft.com/
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3332
- following: 916
- posts_observed: 2
- 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
- subcategory: saas
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: ClockNestHR attendance and HR management, ClinicPlus hospital and clinic software, Custom software for retail, schools and health facilities, Business automation solutions in Africa, Biometric integration and reporting modules

## Audience (inferred)
- status: present
- description: Small business owners, HR managers and clinic administrators in Uganda/Africa seeking affordable custom software for attendance, HR ops and patient management
- roles: automation
- seniority: decision_maker
- pain_points: Manual paper-based staff sign-in and attendance tracking, No easy reporting or visibility into employee performance, Long patient queues and manual clinic record keeping, Difficulty integrating existing biometric devices with digital systems
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 31
- authenticity_basis: profile_shape_only
- credibility_score: 31
- 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_nugsoft0706397621#1c4dfa18] Meet Clocknest HR, the latest software solution from Nugsoft technologies that simplifies all your daily human resources operations. #Clocknesthr #nugsoft #EmployeeAttendance #HR #businessowner (https://www.tiktok.com/@nugsoft0706397621)
- [tiktok_nugsoft0706397621#76e307a2] original sound - nugsoft0706397621
- [tiktok_nugsoft0706397621#575a0bfa] It is a becoming a big trend on TikTok now! Click here: clocknesthr
- [tiktok_nugsoft0706397621#b2c11d18] Check out NUGSOFT TECHNOLOGIES’s video! #TikTok >
- [tiktok_nugsoft0706397621#6b7e645e] Search:
- [tiktok_nugsoft0706397621#ac04662f] nugsoft technologies
- [tiktok_nugsoft0706397621#3cff3ec6] Yes you heard it right?
- [tiktok_nugsoft0706397621#ba51b026] Meet Mr Muwonge before acquiring Poscream #creatorsearchinsights #Poscream #inventorymanagement #sales #ugandatiktok

## 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=71, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=49, 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=49, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=56, 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=49, 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=56, 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=56, method=platform_profile

## Freshness
- profile_checked_days_ago: 56
- content_analysed_days_ago: 49
- audience_updated_days_ago: 71

## AI retrieval
- indexing_requests: 6
- 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_nugsoft0706397621
- Request removal: https://koinonlink.com/claim?k=tiktok_nugsoft0706397621
- Terms: https://koinonlink.com/for-ai