# Thibault Barral (@thibaultbarral) on x

- id: koinon:creator:x_thibaultbarral
- url: https://koinonlink.com/kol/x/thibaultbarral
- schema_version: 1.4

## Identity
- platform: x
- handle: thibaultbarral
- platform_url: https://twitter.com/thibaultbarral
- website: https://taap.it/thibaultbrl
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2900
- following: 815
- posts_total: 3796
- posts_observed: 1
- posts_per_day: 3.203
- account_age_days: 1185
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00379
- best_post_interactions: 11
- 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: ecom_ads
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Pinterest Ads campaign structure and setup, Recommended starting budgets for Pinterest, Pinterest vs Meta ads longevity and performance, E-commerce Pinterest advertising for beginners
- bio: Pinterest Ads pour débutants e-com | Mes clients : 0 → 14 975€ en 30 jours à 10€/jour | Accompagnement 1:1 | Écris-moi en DM 📩

## Audience (inferred)
- status: present
- description: E-commerce marketers and small-budget advertisers running or testing Pinterest Ads, mostly beginners and practitioners managing their own campaigns
- roles: ads
- seniority: practitioner
- pain_points: Meta creatives fatigue in 3 days with rising CPM and falling CTR, Uncertainty on the minimum viable starting budget for Pinterest, Lack of clear campaign structure, targeting and budget guidelines for Pinterest, Low budgets (under 300€) failing to produce results
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 64
- authenticity_basis: engagement_observed
- credibility_score: 64
- flagged_for_review: false
- koinon_bd_grade: A — 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_thibaultbarral#d45cf5bc] J'ai compilé la structure exacte de campagne Pinterest que j'utilise sur les comptes que je gère : - le type de campagne - le budget de départ - le ciblage - le nombre de créas Commente "PIN" et je te l'envoie. (https://twitter.com/thibaultbarral/status/2072766912510001515)
- [x_thibaultbarral#c1c8943a] Une créa Meta, tu la regardes mourir en 3 jours : le CPM monte, le CTR s'effondre, tu dois déjà en produire une nouvelle. Une épingle Pinterest bien faite tourne 1 à 2 ans. Pas parce qu'elle est magique. Parce que Pinterest l'indexe comme un moteur de recherche : elle ressort à c
- [x_thibaultbarral#1eea75cf] Aujourd'hui j'ai répondu 6 fois à la même question en DM. "C'est quoi le bon budget pour démarrer sur Pinterest ?" 300€. Pas 50, pas 100. En dessous t'as pas assez de données pour savoir si c'est ton produit, ta créa ou ton ciblage qui foire. T'es encore dans le brouillard.
- [x_thibaultbarral#206a7709] 189 € dépensé

## 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=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=112, 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=80, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 80
- audience_updated_days_ago: 67

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