# Nadezda (@aideal4) on tiktok

- id: koinon:creator:tiktok_aideal4
- url: https://koinonlink.com/kol/tiktok/aideal4
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: aideal4
- platform_url: https://www.tiktok.com/@aideal4
- website: https://taplink.cc/nadezdagutova
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3449
- following: 60
- posts_total: 72
- posts_observed: 2
- 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_discovery_path
- topics: Online income building, Personal empowerment for women, Creating niche content on TikTok, Breaking free from traditional life paths, Self-discipline and daily habits, Avoiding toxic relationships
- bio: 🩷 Девочки, которые ищут новые возможности.💰 Это для вас. 
Выбирайте вариант👇

## Audience (inferred)
- status: present
- description: Young women in Eastern Europe exploring personal growth, online income opportunities, and self-reliance, primarily aged 25-35
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to find sustainable income outside traditional jobs, Feeling stuck in repetitive routines or toxic relationships, Lacking clear, actionable steps to build an online presence, Overwhelmed by vague advice like 'just follow your passion'
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.5
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 46
- authenticity_basis: profile_shape_only
- credibility_score: 46
- 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_aideal4#fe9d2ebd] original sound - aideal4 (https://www.tiktok.com/@aideal4)
- [tiktok_aideal4#a4236b24] Check out Nadezda’s video! #TikTok >
- [tiktok_aideal4#d2349a05] Пастух
- [tiktok_aideal4#e8954073] original sound - annatrovs1
- [tiktok_aideal4#37a0293f] original sound - n.romeo.ksa
- [tiktok_aideal4#0ff49fc3] original sound - mutlucandaloglu
- [tiktok_aideal4#5d4d9290] Твой новый план 👇🏻 Если ты всё ещё думаешь, что 100– 200 к в месяц — это удача и везение, просто посмотри на математику. Один онлaйн-пpoдукт, который стабильно пoкупaют на 10–20к₽ в день — уже выводит тебя на сyммы, которые раньше казались невозможными. А теперь по порядку: 👉 

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=45, 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=0, 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=45, 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=45, method=platform_profile

## Freshness
- profile_checked_days_ago: 45
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_aideal4
- Request removal: https://koinonlink.com/claim?k=tiktok_aideal4
- Terms: https://koinonlink.com/for-ai