# Les Shifters (@les_shifters) on tiktok

- id: koinon:creator:tiktok_les_shifters
- url: https://koinonlink.com/kol/tiktok/les_shifters
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: les_shifters
- platform_url: https://www.tiktok.com/@les_shifters
- website: www.ilnousfautunplan.fr
- country: France
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3413
- following: 80
- posts_total: 102
- posts_observed: 2
- 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: entertainment
- subcategory: edu_science
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Greenhouse effect and climate science, Ecological transition and desirable futures, Black Friday and overconsumption, Fighting environmental misinformation, Recruitment and content creation for climate causes
- bio: Clés pour comprendre, agir et construire un futur désirable - Compte officiel

## Audience (inferred)
- status: present
- description: French-speaking general public interested in climate change, ecological transition and building a sustainable future, including students and young activists
- roles: consumer
- seniority: consumer
- pain_points: Difficulty understanding concrete mechanisms like the greenhouse effect, Exposure to misinformation and fake news on environmental topics, Uncertainty about how to take meaningful individual or collective action, Pressure from consumerism events like Black Friday
- posts_analysed: 18
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 46
- authenticity_basis: profile_shape_only
- credibility_score: 46
- flagged_for_review: false
- koinon_bd_grade: C — 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_les_shifters#168358c1] Serge Zaka à l' #univershifté (https://www.tiktok.com/@les_shifters)
- [tiktok_les_shifters#0dbc283b] original sound - les_shifters
- [tiktok_les_shifters#e38d450c] It is a becoming a big trend on TikTok now! Click here: univershifté
- [tiktok_les_shifters#8e04ab85] Check out Les Shifters’s video! #TikTok >
- [tiktok_les_shifters#d74cd41d] @Bastos @Charlotte Lemay  @ZeratoR #univershifte #montpellier #foryou
- [tiktok_les_shifters#4feca123] 🍅🦅 Mais au fait, c'est quoi l'effet de serre? Est ce que ça a un rapport avec les tomates? Est ce que ça fait mal? ☁️ Avec notre infographie sur le changement climatique, découvrez ce qu'est l'effet de serre, pourquoi on l'aime , 😍 pourquoi il nous fait peur aussi ,😨 et en qu
- [tiktok_les_shifters#98bfb6a8] original sound - face_phonk
- [tiktok_les_shifters#d5b539f3] Memory Reboot

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, 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=54, 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=54, 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: 54
- audience_updated_days_ago: 54

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