# Tools (@tools569) on tiktok

- id: koinon:creator:tiktok_tools569
- url: https://koinonlink.com/kol/tiktok/tools569
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: tools569
- platform_url: https://www.tiktok.com/@tools569
- country: Malaysia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3562
- following: 18
- posts_total: 452
- posts_observed: 5
- 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: devtools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: DIY手动工具展示, 园艺除草清洁工具, 汽车维修工具, 管道/家居维修配件, 多功能扳手/套筒工具
- bio: ⚒⚒⚒⚒⚒⚒
Thank you for your subscription

## Audience (inferred)
- status: present
- description: Malay-speaking DIY enthusiasts, crafters, gardeners, and auto repairers who primarily buy practical tools
- roles: consumer
- seniority: consumer
- pain_points: Need specialized tools that are hard to find locally, Poor tool quality that breaks or wears out easily, Lack of efficient, dedicated tools for gardening, repairs, and plumbing tasks, Want cost-effective, practical tools to avoid wasting money
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 46
- authenticity_basis: profile_shape_only
- credibility_score: 46
- 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_tools569#1826ec17] Playar Pemisah Paip Minyak Ker#tools #toolstoday #fyfyfy #goodthing #good #DIY #tool #use (https://www.tiktok.com/@tools569)
- [tiktok_tools569#1855c2e3] Sport
- [tiktok_tools569#43d61be5] It is a becoming a big trend on TikTok now! Click here: tools
- [tiktok_tools569#22792632] Check out Tools’s video! #TikTok >
- [tiktok_tools569#458dd0df] Sepana Soket, 1PV, 1
- [tiktok_tools569#604f179d] 2 Saiz #tools #toolstoday #fyfyfy #goodthing #good #DIY #tool #use
- [tiktok_tools569#3bf2b3ef] Power Up
- [tiktok_tools569#f420d260] #tools #toolstoday #fyfyfy #goodthing #good #DIY #tool #use

## 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=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=56, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## AI retrieval
- indexing_requests: 7
- 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_tools569
- Request removal: https://koinonlink.com/claim?k=tiktok_tools569
- Terms: https://koinonlink.com/for-ai