# TheToolAcademy (@toolacademylrd) on tiktok

- id: koinon:creator:tiktok_toolacademylrd
- url: https://koinonlink.com/kol/tiktok/toolacademylrd
- schema_version: 1.4

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

## Reach
- followers: 32898
- following: 2021
- posts_total: 1469
- posts_observed: 5
- verified: false
- size_tier: koc

## 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: 0.8
- category_source: derived_from_recent_content
- topics: Hand tool sets and trays, Live TikTok tool auctions, Automotive and mechanic tools, Apprentice and workshop gear, DIY car repair projects

## Audience (inferred)
- status: present
- description: Mechanics, automotive apprentices, and DIY enthusiasts who buy hand tools and workshop equipment
- roles: consumer
- seniority: practitioner
- pain_points: Finding affordable quality tools for specific jobs, Needing quick access to organized tool sets during repairs, Participating in live auctions for deals on mechanic tools, Keeping up with trending or new tool releases
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 59
- authenticity_basis: profile_shape_only
- credibility_score: 59
- 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_toolacademylrd#566c18bc] 🪛 The Ultimate Screwdriver Squad Has Arrived – Meet the Siegen S01276! 🪛 20 #screwdriver 1 foam tray. Zero excuses. Say goodbye to rummaging through drawers and hello to precision, power, and organisation. The Siegen S01276 isn’t just a driver set—it’s a full-blown toolbox take (https://www.tiktok.com/@toolacademylrd)
- [tiktok_toolacademylrd#76d51d3b] original sound - toolacademylrd
- [tiktok_toolacademylrd#7b232aee] It is a becoming a big trend on TikTok now! Click here: screwdriver
- [tiktok_toolacademylrd#fded5d74] Check out TheToolAcademy’s video! #TikTok >
- [tiktok_toolacademylrd#256bd011] Sealey 2

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=67, 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=67, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=99, 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=67, 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=99, 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=99, method=platform_profile

## Freshness
- profile_checked_days_ago: 99
- content_analysed_days_ago: 67
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 9
- 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_toolacademylrd
- Request removal: https://koinonlink.com/claim?k=tiktok_toolacademylrd
- Terms: https://koinonlink.com/for-ai