# Beverly 💸 IA + Business (@beverlybellevue) on tiktok

- id: koinon:creator:tiktok_beverlybellevue
- url: https://koinonlink.com/kol/tiktok/beverlybellevue
- schema_version: 1.4

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

## Reach
- followers: 4670
- following: 359
- posts_total: 164
- posts_observed: 12
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Creating and selling ebooks with AI in hours, TikTok lives for quick content batching with AI tools, Digital products and passive income streams, Entrepreneurship mindset and abundance, Using AI for business launches and client acquisition
- bio: Lance une entreprise en ligne rentable avec l'aide d'IA 🚀 

LIVE du Lundi au Jeudi à 18h15 + Samedi à 12h15 (heure de Montréal) 🗓️

## Audience (inferred)
- status: present
- description: French-speaking aspiring online entrepreneurs (mainly women in Canada/France) wanting to use AI to launch and sell simple digital products like ebooks
- roles: general_ai
- seniority: learner
- pain_points: Lack of time to create content or products consistently, No design skills or budget for professional visuals, Unclear how to turn existing expertise into sellable digital products, Don't know how to set up passive sales or autopilot funnels
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.85
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 48
- authenticity_basis: profile_shape_only
- credibility_score: 48
- 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_beverlybellevue#4ba2d6d1] Rejoignez-moi dans ma série de TikTok lives pour voir exactement comment créer un ebook en moins d’une heure + comment le vendre sur autopilot 💸 🗓️ Lundi au jeudi -> 18h15  🗓️ Vendredi au dimanche -> 12h15  Laissez-moi savoir en commentaire ce que vous pensez de mes lives jusq (https://www.tiktok.com/@beverlybellevue)
- [tiktok_beverlybellevue#6ea8e140] Role Model x Excuse Me Miss
- [tiktok_beverlybellevue#b20d77ae] It is a becoming a big trend on TikTok now! Click here: marketingdigital
- [tiktok_beverlybellevue#8c097472] Check out Beverly 💸 IA + Business’s video! #TikTok >
- [tiktok_beverlybellevue#19cefdb3] Tu as peur que Chat GPT utilise tes données? Voici comment désactiver cette option en quelques clics! #chatgpttips #entrepreneuse #iapourtous
- [tiktok_beverlybellevue#4a6700d6] What Am I Gonna Snooze
- [tiktok_beverlybellevue#bf1b9178] Deux questions à demander AVANT de lancer votre produit ou service  #entrepreneuriat #montr

## 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=58, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=58, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=58, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=58, 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=58, 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=58, 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: 58
- audience_updated_days_ago: 58

## AI retrieval
- indexing_requests: 7
- 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_beverlybellevue
- Request removal: https://koinonlink.com/claim?k=tiktok_beverlybellevue
- Terms: https://koinonlink.com/for-ai