# ToolshareGurn (@lyp25074qa2) on tiktok

- id: koinon:creator:tiktok_lyp25074qa2
- url: https://koinonlink.com/kol/tiktok/lyp25074qa2
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: lyp25074qa2
- platform_url: https://www.tiktok.com/@lyp25074qa2
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4685
- following: 3
- 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: ecommerce
- subcategory: ecom_tools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: mini diamond cutting discs, wool polishing wheels for mirror finish, drill accessories and hole-making tricks, TikTok Shop tool deals and sales events, one-disc solutions for wood tile metal
- bio: You will definitely need these tools

## Audience (inferred)
- status: present
- description: TikTok Shop shoppers looking for cheap DIY tools for home projects, car polishing and minor repairs
- roles: consumer
- seniority: consumer
- pain_points: Can't get a true mirror shine on paint or metal without paying a detailer, Large blades or discs overcut or won't fit in tight spaces, Tired of swapping discs constantly when materials change, Wasted money on tools that underperform after seeing hype
- 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: 40
- authenticity_basis: profile_shape_only
- credibility_score: 40
- 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_lyp25074qa2#98e61f98] This Wool Wheel Brought Back the Shine Thought Was Gone  #polish #tool #grind #TikTokshopbacktoschool #LOZLIN (https://www.tiktok.com/@lyp25074qa2)
- [tiktok_lyp25074qa2#7670342f] original sound - lyp25074qa2
- [tiktok_lyp25074qa2#6b60de43] It is a becoming a big trend on TikTok now! Click here: polish
- [tiktok_lyp25074qa2#85f35bcc] Check out ToolshareGurn’s video! #TikTok >
- [tiktok_lyp25074qa2#3875d40c] No juzgues este disco por su tamaño #mini #diamond #tool #tiktokshopsummersale #LOZLIN
- [tiktok_lyp25074qa2#d8ace7a8] La pintura queda como nueva, fibras de lana densas aumentan el brillo al máximo #dealsforyoudays #tool #polising #car #galss
- [tiktok_lyp25074qa2#9b3b24c2] Discover, shop, and save during the most anticipated shopping event of the year on TikTok Shop. Don't miss out on this limited-time sale — no gatekeeping here!
- [tiktok_lyp25074qa2#ac9c4725] This Is Why I Stopped Guessing Hole Sizes #drill #tool #DIY #TikTokshopbacktoschool #LOZLIN

## 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=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=57, 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=57, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=84, 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=57, 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=84, 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=84, method=platform_profile

## Freshness
- profile_checked_days_ago: 84
- content_analysed_days_ago: 57
- audience_updated_days_ago: 57

## AI retrieval
- indexing_requests: 8
- 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_lyp25074qa2
- Request removal: https://koinonlink.com/claim?k=tiktok_lyp25074qa2
- Terms: https://koinonlink.com/for-ai