# Marketing | IA | Real Estate (@brian.decruce) on tiktok

- id: koinon:creator:tiktok_brian.decruce
- url: https://koinonlink.com/kol/tiktok/brian.decruce
- schema_version: 1.4

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

## Reach
- followers: 34854
- following: 23
- posts_total: 32
- posts_observed: 8
- 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: martech
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Videos de alto impacto para asesores inmobiliarios, Prompts de IA para campañas de real estate, Funnels de marketing y conversión vs viralidad, Historias personales vendiendo propiedades y escalando agenc, Casos de éxito de empresarios y marketers

## Audience (inferred)
- status: present
- description: Real estate agents and small owners of real estate marketing agencies in Mexico who want to use videos, AI, and Facebook to generate leads and close sales
- roles: ads
- seniority: practitioner
- pain_points: Creating videos that actually sell, not just look good, Knowing whether to invest in organic viral content or paid ads, Using AI practically to improve Facebook campaigns without knowing the right prompts, Scaling the agency while still closing clients and selling properties personally
- posts_analysed: 41
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 51
- authenticity_basis: profile_shape_only
- credibility_score: 51
- 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_brian.decruce#9ce93a7f] Cómo hacer mejores videos para asesores inmobiliarios p.t 1 En esta serie de Videos, voy a estar mostrando cómo hacer videos de alto impacto para que los ASESORES INMOBILIARIOS puedan vender más gracias a este tipo de video. Deja demostrar sólo fotos a tus clientes y empieza a mo (https://www.tiktok.com/@brian.decruce)
- [tiktok_brian.decruce#b882b3b3] 7AM - Slowed + Reverb
- [tiktok_brian.decruce#ec2d9ab3] It is a becoming a big trend on TikTok now! Click here: realestate
- [tiktok_brian.decruce#c26d1730] Check out Marketing | IA | Real Estate’s video! #TikTok >
- [tiktok_brian.decruce#f05f932f] Que es mejor para vender una propiedad en redes sociales? Un video orgánico que se viralice o un video pagado con publicidad?  Doy una sola respuesta para esto, ya que ambos se complementan, dado que hervidor orgánico te da autoridad, te da visibilidad y alcance

## 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=74, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=74, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=74, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=74, 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=74, 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=74, 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
- content_analysed_days_ago: 74
- audience_updated_days_ago: 74

## 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_brian.decruce
- Request removal: https://koinonlink.com/claim?k=tiktok_brian.decruce
- Terms: https://koinonlink.com/for-ai