# Tommy Wende (@tommy_wende) on tiktok

- id: koinon:creator:tiktok_tommy_wende
- url: https://koinonlink.com/kol/tiktok/tommy_wende
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: tommy_wende
- platform_url: https://www.tiktok.com/@tommy_wende
- website: https://beacons.ai/tommywende
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 76926
- following: 386
- posts_observed: 3
- 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: software
- subcategory: saas
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Emprendimiento y escalamiento en Bolivia, Workshops y eventos para emprendedores, Herramientas de pricing y análisis de mercado, Delegación y automatización de procesos, Conversaciones con otros emprendedores

## Audience (inferred)
- status: present
- description: Entrepreneurs and small business owners in Bolivia looking for digital tools and workshops to scale
- roles: none
- seniority: decision_maker
- pain_points: Unsure if their pricing is competitive, Depend solely on themselves to run the business, Lack of tools to safely delegate payments and roles, Difficulty accessing real-time market data
- posts_analysed: 14
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 56
- authenticity_basis: profile_shape_only
- credibility_score: 56
- 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_tommy_wende#65657935] La verdad sobre ¿POR QUÉ CERRAMOS SANTO DOMINGO? 🚨 #cierredeciclos #emprendimiento   #santodomingo #sczbolivia #fyp (https://www.tiktok.com/@tommy_wende)
- [tiktok_tommy_wende#cfd0c57f] original sound - tommy_wende
- [tiktok_tommy_wende#c9c68a7f] It is a becoming a big trend on TikTok now! Click here: cierredeciclos
- [tiktok_tommy_wende#2163388f] Check out Tommy Wende’s video! #TikTok >
- [tiktok_tommy_wende#ba526dff] Respuesta a @disneycarmen1 ¿en que invertir si queres #emprender ? Desde el MVP #negocio #emprendedores #consejoparaemprendedores #tipsdenegocios
- [tiktok_tommy_wende#04c135be] original sound - n_music_k_
- [tiktok_tommy_wende#23ff09f3] Capitulo 5 eposidio #4 de “Conversaciones con Tommy Wende” y nuestro invitado Pampeño @pampe_0_burger  Produccion Iyambae Contenidos @Johnatan Vaca Paz @Jaime M. Vaca Paz   #emprendimientos #emprendedores #negocios #dolar
- [tiktok_tommy_wende#97ec2a4f] Así respondieron los asistentes de nuestro #workshop cuando les lanzamos la pregunta incómoda del día.  ¡Una jornada llena de aprend

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=53, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=53, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=53, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=53, 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=53, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=54, 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=53, 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=54, 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=54, method=platform_profile

## Freshness
- profile_checked_days_ago: 54
- content_analysed_days_ago: 53
- audience_updated_days_ago: 53

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