# immaleksandra (@immaleksandra) on tiktok

- id: koinon:creator:tiktok_immaleksandra
- url: https://koinonlink.com/kol/tiktok/immaleksandra
- schema_version: 1.4

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

## Reach
- followers: 2139
- following: 111
- 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: 0.85
- category_source: derived_from_discovery_path
- topics: emotional healing and self-worth, postpartum mental health, boundary setting in relationships, identity transformation after life changes, the tension between strength and vulnerability, AI in personal and creative growth

## Audience (inferred)
- status: present
- description: Women navigating personal transformation, especially around self-worth, emotional boundaries, and postpartum mental health, with a focus on reclaiming identity beyond societal expectations
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling with internalized pressure to be liked and accommodating at the cost of self, Feeling emotionally drained from maintaining relationships that don’t honor their true self, Experiencing identity loss after major life transitions like motherhood or burnout, Facing judgment when expressing strength or setting boundaries
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.5
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 35
- authenticity_basis: profile_shape_only
- credibility_score: 35
- 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_immaleksandra#665165f3] The signs are already everywhere — content underperforming, comment sections turning hostile, screen time down 10% from its 2022 peak. Two-thirds of Gen Z say social media does more harm than good. Sound familiar? Here’s why: economic anxiety rewired how we process luxury content (https://www.tiktok.com/@immaleksandra)

## 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=10, 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=10, 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=10, method=platform_profile

## Freshness
- profile_checked_days_ago: 10
- 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_immaleksandra
- Request removal: https://koinonlink.com/claim?k=tiktok_immaleksandra
- Terms: https://koinonlink.com/for-ai