# Cyril Frémont (@FremontCyril) on x

- id: koinon:creator:x_fremontcyril
- url: https://koinonlink.com/kol/x/FremontCyril
- schema_version: 1.4

## Identity
- platform: x
- handle: FremontCyril
- platform_url: https://twitter.com/FremontCyril
- website: https://www.web.Best
- country: France
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2302
- following: 4296
- posts_total: 110873
- posts_observed: 2
- posts_per_day: 23.874
- account_age_days: 4644
- verified: true
- 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: 0.3
- category_source: derived_from_discovery_path
- bio: ✨ Founder & CEO curating the Best
🌐 https://t.co/14PZjRn3bM | https://t.co/ELSfnQIDAL | https://t.co/Ra2Jfz1fXT | https://t.co/NTskwx8JL0

## Audience (inferred)
- status: present
- description: Struggles to identify the target audience from limited, mixed content
- roles: none
- seniority: consumer
- 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: 52
- authenticity_basis: profile_shape_only
- credibility_score: 52
- 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_fremontcyril#1b8f5cc0] Ma #France 💙🤍❤️ #zidane (https://twitter.com/FremontCyril/status/2073796777296208033)
- [x_fremontcyril#21e18ec4] 😍Comment ne pas aimer #zizou ?
- [x_fremontcyril#c92aa6e5] Today, we're applying to name the next layer of the #internet : 10 new top-level domains across two of the fastest-moving categories online : #AI and the #creator economy. A new naming layer for a web where you now talk to agents, ship prompts like products, and build an audience
- [x_fremontcyril#180b5b1f] 💥 BREAKING: #AI can now produce crazy #videos. Here are 9 insane #AI #prompts that create viral videos. Comment : Best and I'll send you the 9 prompts. The first #prompt is here ⬇️ PROMPT 1: The Viral Video Concept Generator You are a #Marketing #Video #Creator who has produced 

## 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=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=84, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=87, 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=87, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=116, 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=87, 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=116, 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=116, method=platform_profile

## Freshness
- profile_checked_days_ago: 116
- content_analysed_days_ago: 87
- audience_updated_days_ago: 84

## AI retrieval
- indexing_requests: 11
- 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_fremontcyril
- Request removal: https://koinonlink.com/claim?k=x_fremontcyril
- Terms: https://koinonlink.com/for-ai