# Jérôme MONANGE  (@JeromeMONANGE) on x

- id: koinon:creator:x_jeromemonange
- url: https://koinonlink.com/kol/x/JeromeMONANGE
- schema_version: 1.4

## Identity
- platform: x
- handle: JeromeMONANGE
- platform_url: https://twitter.com/JeromeMONANGE
- website: https://labluxuryandretail.paris
- country: France
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 10511
- following: 3880
- posts_total: 105004
- posts_observed: 5
- posts_per_day: 19.749
- account_age_days: 5317
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00095
- best_post_interactions: 10
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: ecommerce
- subcategory: crossborder
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Customer Experience in retail, eCommerce market news, Retail cyberattacks, Luxury and automotive trends
- bio: #TopRetailExpert 2026 #marketing #communication Conseil ➡️#LabLUXURYandRETAIL #luxe #FutureofRetail #influence B2B @LaBrigadeDuWeb Ambassadeur @VivaTech 2026

## Audience (inferred)
- status: present
- description: Retail, luxury and eCommerce professionals in France/Europe, mainly marketers, CX specialists and retail operators
- roles: ecom_ops
- seniority: practitioner
- pain_points: Staying updated on weekly CX and retail experience innovations, Tracking major eCommerce and market capitalization shifts (e.g. Amazon), Managing retail-specific cyber risks and incidents, Understanding luxury market trends and cross-industry opportunities (e.g. auto)
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 73
- 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
- [x_jeromemonange#b816bdd4] #CX et retail : Gibson, The Ordinary, Sephora… les idées 💡 expérience client de la semaine (27 au 31 juillet) Gibson dévoilera en octobre un nouveau concept de vente à Miami, The Ordinary débarque à Paris avec sa première boutique et Sephora ouvre sa première petite surface. htt (https://twitter.com/JeromeMONANGE)
- [x_jeromemonange#78103a2d] #eCommerce : 💻📲 AMAZON devient la 5️⃣ ème entreprise au monde 🌎 à dépasser les 3000 milliards de dollars de capitalisation boursière Portée par des résultats trimestriels solides et par l’accélération spectaculaire de son activité cloud, Amazon a mis un peu plus de deux ans po
- [x_jeromemonange#f6867863] #ratail l’enseigne de grande distribution 🛒INTERMARCHÉ subit une ☝️ cyberattaque 💻🚨⚠️
- [x_jeromemonange#cf7073d8] #luxe et automobile "La plus moche FERRARI de l’histoire" séduit les Chinois 🇨🇳 et les entrepreneurs de

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=79, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 79
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 10
- 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=x_jeromemonange
- Request removal: https://koinonlink.com/claim?k=x_jeromemonange
- Terms: https://koinonlink.com/for-ai