# ThatToolGirl (@thattoolgirl) on tiktok

- id: koinon:creator:tiktok_thattoolgirl
- url: https://koinonlink.com/kol/tiktok/thattoolgirl
- schema_version: 1.2

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

## Reach
- followers: 150750
- following: 458
- posts_total: 80
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: 修车/工具使用技巧与翻车现场, 蓝领日常与学徒生活, 工具购买与品牌推荐, 与Tirecraft的纠纷及法律更新, DIY维修与安全警示

## Audience (inferred)
- status: present
- description: blue-collar tradespeople, auto and heavy equipment mechanics, and apprentices, primarily based in Alberta, Canada
- roles: none
- seniority: practitioner
- pain_points: being taken advantage of, bullied, or treated unfairly by employers or shop owners, high costs of tools and equipment, plus frequent loss or damage, risk of workplace accidents and injuries, challenging experiences as women or apprentices in a male-dominated industry
- 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: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- 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_thattoolgirl#e1f4eef0] I cant wait for all the men to jump on this and tell me I am in the wrong. #blackfalds #reddeer #tirecraft #mechanic #alberta #tool (https://www.tiktok.com/@thattoolgirl)
- [tiktok_thattoolgirl#c970c93b] original sound - thattoolgirl
- [tiktok_thattoolgirl#51a439ae] It is a becoming a big trend on TikTok now! Click here: blackfalds
- [tiktok_thattoolgirl#377abb39] Check out ThatToolGirl’s video! #TikTok >
- [tiktok_thattoolgirl#795e2df0] Tag someone who wears these fkn things. (I rly do love my apprentice tho 😍). #twosvge #bluecollar #apprentice
- [tiktok_thattoolgirl#fbf795a3] Don’t forget to drain your winter electricity and install fresh summer electricity. ##mechanic##DEF##ishouldcallher
- [tiktok_thattoolgirl#62e4851f] Звук переобувки
- [tiktok_thattoolgirl#4f16ee55] Whether you’re upgrading your ride or just making some much needed repairs, show us your inner #mechanic

## 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=41, 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=41, 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=41, method=platform_profile

## Freshness
- profile_checked_days_ago: 41
- 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_thattoolgirl
- Request removal: https://koinonlink.com/claim?k=tiktok_thattoolgirl
- Terms: https://koinonlink.com/for-ai