# Economizze Apps com IA (@economizze_apps_com_ia) on tiktok

- id: koinon:creator:tiktok_economizze_apps_com_ia
- url: https://koinonlink.com/kol/tiktok/economizze_apps_com_ia
- schema_version: 1.4

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

## Reach
- followers: 10144
- following: 936
- posts_total: 597
- posts_observed: 2
- 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: app
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: EGO-AI: assistente de voz com Luna/Leo para agenda, compras , ShapeScan: foto do prato para contar calorias e macros autom, Monstrinhos do humor + pausas de 1 minuto para ansiedade, Organização familiar sem briga (Agenda da Família e Entre Nó, Testes grátis e lançamento dos apps no Android/iOS
- bio: Fábrica de apps com IA
Ego-AI · ShapeScan · e os próximos
Teste ShapeScan ↓
https://shapescanapp.com.br

## Audience (inferred)
- status: present
- description: Common Brazilian users (especially women) struggling with anxiety, mental overload, and family organization, as well as those wanting simple ways to manage their diet
- roles: consumer
- seniority: consumer
- pain_points: Daily anxiety and mental noise (especially at night or in public settings), Being the only one responsible for remembering appointments, school, grocery runs, and household tasks, Manually counting calories or forgetting commitments, Having no one to confide in without bothering anyone
- posts_analysed: 70
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.7
- 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.

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=83, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=83, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=83, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=n/a, 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=n/a, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=93, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- audience_updated_days_ago: 83

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