# Thibault Besson-Magdelain (@thibaultbessonm) on x

- id: koinon:creator:x_thibaultbessonm
- url: https://koinonlink.com/kol/x/thibaultbessonm
- schema_version: 1.4

## Identity
- platform: x
- handle: thibaultbessonm
- platform_url: https://twitter.com/thibaultbessonm
- website: https://sorank.com
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 596
- following: 226
- posts_total: 527
- posts_observed: 3
- posts_per_day: 0.311
- account_age_days: 1693
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.08557
- best_post_interactions: 51
- 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: software
- subcategory: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI Overviews impressions and ranking, Doubling organic traffic with AI, Using Claude for SEO automation, Google + AI search optimization
- bio: Founder @sorankcom. I love SEO. I built Sorank to help you rank first on Google & AI, on autopilot.

## Audience (inferred)
- status: present
- description: SEO practitioners and site owners focused on ranking in Google AI Overviews and boosting organic traffic with AI tools
- roles: seo_geo
- seniority: practitioner
- pain_points: Not appearing in Google's AI Overviews despite good traditional rankings, Slow or stagnant organic traffic growth, Manual, time-consuming SEO work that doesn't scale, Uncertainty about how to leverage LLMs like Claude for ranking gains
- posts_analysed: 1
- 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: 59
- authenticity_basis: engagement_observed
- credibility_score: 59
- 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_thibaultbessonm#470ad7db] J’ai généré plus de 100 000 impressions dans les AI Overviews de Google et doublé mon trafic organique en 30 jours en utilisant Claude. Voici la méthode que j’ai mise en place. Le déploiement des AI Overviews en France est prévu pour le 23 septembre. À cette date, la première pos (https://twitter.com/thibaultbessonm)

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, 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: 76

## AI retrieval
- indexing_requests: 8
- 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_thibaultbessonm
- Request removal: https://koinonlink.com/claim?k=x_thibaultbessonm
- Terms: https://koinonlink.com/for-ai