# Maureen Dating Advice (@maureensmindset) on tiktok

- id: koinon:creator:tiktok_maureensmindset
- url: https://koinonlink.com/kol/tiktok/maureensmindset
- schema_version: 1.4

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

## Reach
- followers: 49673
- following: 965
- 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: entertainment
- subcategory: mindset
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Dating advice and red flags, Relationship strategies and boundaries, Self-worth and finding a provider man, Breakups and moving on, Personal growth through dating experiences

## Audience (inferred)
- status: present
- description: Young women seeking dating and relationship advice, mostly single or dating women focused on self-improvement in love life
- roles: consumer
- seniority: learner
- pain_points: Not knowing how to spot red flags or true character early in dating, Struggling to set boundaries or walk away from disrespectful partners, Feeling unsure about what they bring to a relationship or how to attract a provider, Wishing they had learned breakup strategies or self-worth lessons sooner
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 53
- authenticity_basis: profile_shape_only
- credibility_score: 53
- 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_maureensmindset#9b1960cf] Women kept asking: what did I bring to the table thst made niklavs want to marry me? Here’s his answer. It was so nice to hear it from niklavs perspective.  #husbandmaterial #datingtips #feminineenergy #datinganalogy #masculineenergy (https://www.tiktok.com/@maureensmindset)
- [tiktok_maureensmindset#cc18eb21] Debussy Arabesque
- [tiktok_maureensmindset#f99d7bba] It is a becoming a big trend on TikTok now! Click here: husbandmaterial
- [tiktok_maureensmindset#92c69e62] Check out Maureen Dating Advice’s video! #TikTok >
- [tiktok_maureensmindset#9c8fb4d5] Dating advice that will change the course of your life  Let him disrespect you if he wants to, then you know his true colors and you can break up with him  #datingadvice #dating
- [tiktok_maureensmindset#5dc8f903] Midnight Jazz
- [tiktok_maureensmindset#1076c726] This changed my life
- [tiktok_maureensmindset#86aa37a9] Calm Focus for 10 minutes

## 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=61, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=61, 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=61, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=88, 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=61, 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=88, 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=88, method=platform_profile

## Freshness
- profile_checked_days_ago: 88
- content_analysed_days_ago: 61
- audience_updated_days_ago: 61

## AI retrieval
- indexing_requests: 11
- 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_maureensmindset
- Request removal: https://koinonlink.com/claim?k=tiktok_maureensmindset
- Terms: https://koinonlink.com/for-ai