# useful_tools1 (@useful_tools1) on tiktok

- id: koinon:creator:tiktok_useful_tools1
- url: https://koinonlink.com/kol/tiktok/useful_tools1
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: useful_tools1
- platform_url: https://www.tiktok.com/@useful_tools1
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 89094
- following: 4
- posts_total: 182
- posts_observed: 14
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Car repair and maintenance, DIY home fixes, Tool and adhesive reviews, Mechanical problem solving, Hand tool and equipment demonstrations, Vehicle part replacement

## Audience (inferred)
- status: present
- description: DIY enthusiasts and home mechanics, mainly male hobbyists and first-time fixers working on cars, tools, and household repairs
- roles: none
- seniority: practitioner
- pain_points: Struggling to fix car parts like bumpers, dents, or axel boots without professional help, Not knowing which tools or adhesives (like epoxy or solvents) are actually effective for tough repairs, Wasting time and effort on inefficient methods, such as manual jacking or improper sanding before painting, Frustrated by poor-quality tools that fail during critical repairs
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 64
- authenticity_basis: profile_shape_only
- credibility_score: 64
- flagged_for_review: false
- koinon_bd_grade: B — 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_useful_tools1#eabec145] Who want’s part 2 ?! (https://www.tiktok.com/@useful_tools1)
- [tiktok_useful_tools1#e6de219b] original sound - momentsgang
- [tiktok_useful_tools1#61648c25] Check out useful_tools1’s video! #TikTok >
- [tiktok_useful_tools1#00d479c8] Cleaning a greasy forklift
- [tiktok_useful_tools1#393b00dd] Remember the Name (feat. Styles of Beyond)
- [tiktok_useful_tools1#d1299fc7] Like cutting through butter!
- [tiktok_useful_tools1#27cf9bf9] Street sweepers in 2050!
- [tiktok_useful_tools1#bc027054] What would you use this two-part epoxy on!

## 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_useful_tools1
- Request removal: https://koinonlink.com/claim?k=tiktok_useful_tools1
- Terms: https://koinonlink.com/for-ai