# ROLY HERRAMIENTAS (@ingco.lapaz.bolivia) on tiktok

- id: koinon:creator:tiktok_ingco.lapaz.bolivia
- url: https://koinonlink.com/kol/tiktok/ingco.lapaz.bolivia
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: ingco.lapaz.bolivia
- platform_url: https://www.tiktok.com/@ingco.lapaz.bolivia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 106753
- following: 33
- posts_total: 705
- posts_observed: 4
- 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: ecommerce
- subcategory: supply
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: INGCO tool promotions and limited offers, Shipping orders across Bolivia, Workshop and construction tool kits, Live sales and store highlights

## Audience (inferred)
- status: present
- description: Bolivian construction workers, mechanics, workshop owners and small contractors buying power tools and hardware
- roles: consumer
- seniority: practitioner
- pain_points: Finding affordable industrial-grade tools locally, Reliable nationwide shipping inside Bolivia, Getting complete kits for workshops without multiple suppliers, Limited stock and high prices at traditional stores
- 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: 65
- authenticity_basis: profile_shape_only
- credibility_score: 65
- 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_ingco.lapaz.bolivia#0f3eb425] original sound - ingco.lapaz.bolivia (https://www.tiktok.com/@ingco.lapaz.bolivia)
- [tiktok_ingco.lapaz.bolivia#b313ce9e] Check out ROLY HERRAMIENTAS’s video! #TikTok >
- [tiktok_ingco.lapaz.bolivia#ad5b4f5e] Como llegar
- [tiktok_ingco.lapaz.bolivia#04cd134d] No te quedes sin el tuyooo 😉 #lapaz_bolivia🇧🇴 #fyp #ingco #herramientas #construction
- [tiktok_ingco.lapaz.bolivia#a6efa18e] original sound - grupoeclipseofficial
- [tiktok_ingco.lapaz.bolivia#38969f64] It is a becoming a big trend on TikTok now! Click here: lapaz_bolivia🇧🇴
- [tiktok_ingco.lapaz.bolivia#11995569] NOVEDADES SOLO AQUIII!!! EN ROLY HERRAMIENTAS 🛠️ 🔥
- [tiktok_ingco.lapaz.bolivia#8132019d] #lapaz_bolivia🇧🇴 #herramientas #ingco #fyp #construction

## 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=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=62, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 62
- audience_updated_days_ago: 62

## AI retrieval
- indexing_requests: 10
- 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_ingco.lapaz.bolivia
- Request removal: https://koinonlink.com/claim?k=tiktok_ingco.lapaz.bolivia
- Terms: https://koinonlink.com/for-ai