# Avirali-Marketing (@avirali.marketing) on tiktok

- id: koinon:creator:tiktok_avirali.marketing
- url: https://koinonlink.com/kol/tiktok/avirali.marketing
- schema_version: 1.4

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

## Reach
- followers: 27752
- following: 59
- posts_total: 78
- 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: ecommerce
- subcategory: ecom_ads
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Cursos presenciales de publicidad en TikTok/Facebook/Instagr, Creación de tiendas virtuales y dropshipping, Video marketing con Inteligencia Artificial, E-commerce práctico 100% aplicado

## Audience (inferred)
- status: present
- description: Entrepreneurs and small business owners in Lima, Peru who want to learn digital advertising and build online stores
- roles: ads
- seniority: decision_maker
- pain_points: Don't know how to create and optimize ads on TikTok, Facebook, and Instagram, Struggle to set up an online store without technical knowledge, Want to use AI to create marketing videos but don't know how, Look for hands-on, in-person courses in Lima that teach them how to sell online right away
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_avirali.marketing#6ed6a7c5] 🚨𝐀𝐓𝐄𝐍𝐂𝐈𝐎́𝐍 𝐋𝐈𝐌𝐀🔥 𝐂𝐮𝐫𝐬𝐨 𝐩𝐫𝐞𝐬𝐞𝐧𝐜𝐢𝐚𝐥 𝐞𝐧 𝐋𝐢𝐦𝐚 𝐝𝐞 𝐏𝐮𝐛𝐥𝐢𝐜𝐢𝐝𝐚𝐝 𝐞𝐧 𝐅𝐚𝐜𝐞𝐛𝐨𝐨𝐤, 𝐈𝐧𝐬𝐭𝐚𝐠𝐫𝐚𝐦, 𝐓𝐢𝐤𝐭𝐨𝐤 + 𝐕𝐢𝐝𝐞𝐨𝐌𝐚𝐫𝐤𝐞𝐭𝐢𝐧𝐠 + 𝐈𝐀 + 𝐯𝐞𝐧𝐭𝐚𝐬 𝐩𝐨𝐫 𝐖𝐡𝐚𝐭𝐬𝐚𝐩𝐩 𝐲 𝐭𝐞𝐥𝐞́𝐟𝐨𝐧𝐨 🔷En este curso, aprend (https://www.tiktok.com/@avirali.marketing)

## 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=60, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=60, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=60, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=60, 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=60, 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=60, 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: 60
- audience_updated_days_ago: 60

## AI retrieval
- indexing_requests: 13
- 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_avirali.marketing
- Request removal: https://koinonlink.com/claim?k=tiktok_avirali.marketing
- Terms: https://koinonlink.com/for-ai