# Rodrigo Spínola (@orodrigospinola) on tiktok

- id: koinon:creator:tiktok_orodrigospinola
- url: https://koinonlink.com/kol/tiktok/orodrigospinola
- schema_version: 1.4

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

## Reach
- followers: 45060
- following: 52
- posts_observed: 1
- 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: ai_tools
- category_confidence: 0.92
- category_source: derived_from_recent_content
- topics: Resumos semanais de notícias de IA, Agentes de IA e automação de tarefas, Mindset AI-first nas empresas, Prompts e ferramentas específicas (Claude, Manus, NotebookLM, Impacto da IA em cargos e estruturas organizacionais

## Audience (inferred)
- status: present
- description: Brazilian professionals and business managers looking to adopt AI in daily corporate operations, especially those working in operations, HR, sales, and digital transformation
- roles: automation
- seniority: practitioner
- pain_points: Fear that their current role will become a commodity or be replaced by AI agents, Difficulty in implementing AI practically without wasting money on tools that are the same as competitors', Operational overload that could be handled by AI but is still done manually, Uncertainty about how to measure AI's real impact within the company and justify investments
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 52
- authenticity_basis: profile_shape_only
- credibility_score: 52
- 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_orodrigospinola#7997b435] Já me segue aqui pra não perder o resumo da semana que vem. Essa semana no mundo de IA foi histórica. A Anthropic se recusou a deixar o Pentágono usar IA sem limites. O governo baniu a empresa. A OpenAI fechou o acordo no lugar dela. O movimento QuitGPT viraliz ou e o Claude subi (https://www.tiktok.com/@orodrigospinola)
- [tiktok_orodrigospinola#ac562fa2] original sound - orodrigospinola
- [tiktok_orodrigospinola#69a850c4] It is a becoming a big trend on TikTok now! C

## 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=71, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=71, 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=71, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=106, 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=71, 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=106, 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=106, method=platform_profile

## Freshness
- profile_checked_days_ago: 106
- content_analysed_days_ago: 71
- audience_updated_days_ago: 71

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