# MichelleMancia_UtahRealtor (@michelle_mancia) on tiktok

- id: koinon:creator:tiktok_michelle_mancia
- url: https://koinonlink.com/kol/tiktok/michelle_mancia
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: michelle_mancia
- platform_url: https://www.tiktok.com/@michelle_mancia
- website: calendly.com/michellemancia501/30min
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4844
- following: 1483
- 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: lifestyle
- subcategory: parenting
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Real estate showings and open houses, Financial literacy for kids and families, Side hustle mindset and entrepreneurship, Mom life and personal empowerment, Daily routines and wellness habits, Latina identity and cultural pride
- bio: Utah Realtor
⬇️ Book your FREE consultation

## Audience (inferred)
- status: present
- description: Utah-based real estate agents, part-time entrepreneurs, and Latina moms interested in financial literacy and side hustles
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to balance real estate work with parenting and personal wellness routines, Finding it hard to stand out in a competitive local market like Utah, Need practical, low-friction tools to manage daily tasks (e.g., open house prep, client follow-ups), Lack of confidence in building a personal brand as a solo agent or mompreneur
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 32
- authenticity_basis: profile_shape_only
- credibility_score: 32
- 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_michelle_mancia#cfcf85da] The owner of Crumbl Cookies started with a business idea. Now… this is home. Your business could change your life too. Start building today and don’t underestimate the power of good credit. 💳 #utah #startingabusiness #buildingwealth #utahrealtor (https://www.tiktok.com/@michelle_mancia)
- [tiktok_michelle_mancia#38aac2fc] original sound - bruce0509
- [tiktok_michelle_mancia#7f88f4b3] Oh la la amour
- [tiktok_michelle_mancia#b8576be0] It is a becoming a big trend on TikTok now! Click here: utah
- [tiktok_michelle_mancia#da796f07] Check out MichelleMancia_UtahRealtor’s video! #TikTok >
- [tiktok_michelle_mancia#0ebe6c1e] One of the greatest gifts we can give our children is financial education. Today my son opened his second bank account, and I’m proud to teach him the importance of saving, budgeting, and planning for his future. Small lessons today can create big opportunities tomorrow. 💳 #fina
- [tiktok_michelle_mancia#5841494b] The Business
- [tiktok_michelle_mancia#167d5d48] Join the #Finan

## 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=24, 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=24, 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=24, method=platform_profile

## Freshness
- profile_checked_days_ago: 24
- 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_michelle_mancia
- Request removal: https://koinonlink.com/claim?k=tiktok_michelle_mancia
- Terms: https://koinonlink.com/for-ai