# DENO💫 (@deno_z) on tiktok

- id: koinon:creator:tiktok_deno_z
- url: https://koinonlink.com/kol/tiktok/deno_z
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: deno_z
- platform_url: https://www.tiktok.com/@deno_z
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 137976
- following: 30
- posts_total: 94
- posts_observed: 1
- verified: false
- size_tier: kol

## 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: 0.95
- category_source: derived_from_recent_content
- topics: Free AI video creation tutorials, ChatGPT image generation prompts, Alternatives to paid AI tools, Viral AI video concepts and trends, Using AI on WhatsApp and other free platforms

## Audience (inferred)
- status: present
- description: French-speaking beginners and aspiring content creators seeking free AI tools for video/image generation and viral content
- roles: content
- seniority: learner
- pain_points: Finding reliable free alternatives to paid AI tools for video and design, Learning effective prompts to generate images and videos without starting from scratch, Producing viral-style content on a zero budget, Keeping up with trending AI methods for quick content creation
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- 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
- [tiktok_deno_z#cd0f3e51] Utilise CapCut Gratuitement avec cette Application. (https://www.tiktok.com/@deno_z)
- [tiktok_deno_z#dfad7bef] original sound - ftblmz10
- [tiktok_deno_z#81126214] Check out DENO💫’s video! #TikTok >
- [tiktok_deno_z#6ff8742b] Assistant IA gratuit qui crée ton plan de tâches ET le plan de ton PPT à partir d'un seul prompt - Dola est maintenant l'appli que j'ouvre sur ordinateur et sur mon téléphone tous les jours Sur le web: passe en mode Pro → mode tâche → << découpe ce projet en étapes + donne-moi un
- [tiktok_deno_z#e3683d67] BETA 777
- [tiktok_deno_z#d7acc4a6] It

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=99, 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=62, 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=99, 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=99, method=platform_profile

## Freshness
- profile_checked_days_ago: 99
- content_analysed_days_ago: 62
- audience_updated_days_ago: 62

## AI retrieval
- indexing_requests: 6
- 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_deno_z
- Request removal: https://koinonlink.com/claim?k=tiktok_deno_z
- Terms: https://koinonlink.com/for-ai