# ExeHash (@exehash) on tiktok

- id: koinon:creator:tiktok_exehash
- url: https://koinonlink.com/kol/tiktok/exehash
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: exehash
- platform_url: https://www.tiktok.com/@exehash
- website: https://exehash.vercel.app/
- country: Brazil
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 9358
- posts_observed: 1
- 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: software
- subcategory: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: n8n workflows, AI agents for automation, Automatic video and content creation, Dark channel automation, Productivity systems with AI
- bio: Minhas automações exclusivas para o seu negócio no link 👇

## Audience (inferred)
- status: present
- description: Small Brazilian entrepreneurs, content creators and digital marketers who want to automate workflows with n8n and AI
- roles: automation
- seniority: practitioner
- pain_points: Hours spent manually creating videos and social posts, Repetitive daily tasks like email organization and WhatsApp replies, Inconsistent content output and lack of trending topic research, Difficulty scaling organic channels without manual effort
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 44
- authenticity_basis: profile_shape_only
- credibility_score: 44
- 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_exehash#f73370aa] Essa automação conecta o Sora 2 + n8n e transforma qualquer ideia em vídeo incríveis.🎬🔥#sora2 #n8n #automacao #agenteai #ai #inteligenciaartificial #artificialintelligence #ia #AutomaçãoDeProcessos #fyp #FerramentasDeNegócios (https://www.tiktok.com/@exehash)
- [tiktok_exehash#d6b4a69e] original sound - exehash
- [tiktok_exehash#e253123a] It is a becoming a big trend on TikTok now! Click here: sora2
- [tiktok_exehash#18f7feed] Check out ExeHash’s video! #TikTok >
- [tiktok_exehash#760c38f6] Agente AI automação - Shorts #agenteai #ia #automacao #n8n #TransformaçãoDigital #InteligênciaArtificial #AutomaçãoDeProcessos #Produtividade #Negócios#Empreendedorismo#Eficiência#GestãoDeTempo#FerramentasDeNegócios #MarketingDigital #VendasOnline#Ecommerce#EstratégiaDeMarketing#
- [tiktok_exehash#05c52f75] Agente AI automação #agenteai #ia #automacao #n8n #TransformaçãoDigital #InteligênciaArtificial #AutomaçãoDeProcess

## 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=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=90, 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=59, 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=90, 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=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

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