# Marjori Haddad (@marjorihaddad) on tiktok

- id: koinon:creator:tiktok_marjorihaddad
- url: https://koinonlink.com/kol/tiktok/marjorihaddad
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: marjorihaddad
- platform_url: https://www.tiktok.com/@marjorihaddad
- website: https://beacons.ai/marjorihaddad
- country: Spain
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 721770
- following: 333
- posts_observed: 82
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.26966
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 9
- avg_interactions_per_post: 44393
- best_post_interactions: 358451
- measurement_source: tiktok_posts_mean
- measurement_formula: digg + comment + share, mean over observed posts, divided by the mean play count of those same posts — on TikTok the algorithmic feed decides reach, so followers are not the denominator that describes what share of an audience engaged
- comparable_pool: view_based_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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_recent_content
- topics: Claude y Gemini para prompts, sistemas y productividad, Automatización de edición con OpusClip y herramientas simila, Tendencias IA aplicadas a marketing y content creation, Masterclasses y herramientas IA adaptadas a Venezuela, Ética, privacidad y riesgos de IA en redes sociales
- bio: @weplash Academia de IA + consultoria

## Audience (inferred)
- status: present
- description: Hispanic-speaking content creators and marketers using AI to automate editing, prompts, and productivity workflows
- roles: content
- seniority: practitioner
- pain_points: Manually editing long videos into viral clips takes too much time, Creating effective prompts and repeatable systems for Claude and other AIs repeatedly, Staying updated on new AI tools without wasting time on trial and error, Integrating AI into daily marketing and content creation workflows without relying on third parties
- posts_analysed: 88
- confidence: 0.9

## 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: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- 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.

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=75, 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=75, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=73, 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=0.5, freshness_days=75, 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=73, 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=73, method=platform_profile

## Freshness
- profile_checked_days_ago: 73
- content_analysed_days_ago: 75
- audience_updated_days_ago: 75

## AI retrieval
- indexing_requests: 13
- 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_marjorihaddad
- Request removal: https://koinonlink.com/claim?k=tiktok_marjorihaddad
- Terms: https://koinonlink.com/for-ai