# Simone Ferretti (@sferro21) on tiktok

- id: koinon:creator:tiktok_sferro21
- url: https://koinonlink.com/kol/tiktok/sferro21
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: sferro21
- platform_url: https://www.tiktok.com/@sferro21
- country: Italy
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 825389
- following: 430
- posts_observed: 2
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.07589
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 105742
- best_post_interactions: 479489
- measurement_source: tiktok_posts_mean
- measurement_formula: digg + comment + share, mean over observed posts, divided by the mean play count of those same posts — on TikTok the algorithmic feed decides reach, so followers are not the denominator that describes what share of an audience engaged
- comparable_pool: view_based_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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: AI视频生成工具与workflow, Prompt工程与具体工具使用指南, 广告创意与UGC视频制作, VFX与动画效果自动化, Claude等LLM与AI工具的组合应用, Seedance/Higgsfield等模型的实际案例
- bio: 📧 [contact removed]
IG 700k+
👇🏻 Grow your business with AI 👇🏻

## Audience (inferred)
- status: present
- description: Content creators, ad producers, and marketing professionals who use AI tools to generate video ads, VFX, and visual content
- roles: content
- seniority: practitioner
- pain_points: Traditional video editing and VFX are time-consuming and require specialized skills, Struggling to quickly find effective AI tools and prompts for high-quality ad assets, Unable to keep up with the rapid pace of GenAI tool evolution and unsure which ones to adopt, Want to automate workflows from static images to dynamic videos but lack clear guidance
- posts_analysed: 85
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.5
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- 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_sferro21#ea70edda] 1,2 or 3❓📸🤩 save it on your favourite and try them yourself 🙌🏻 #LearnOnTikTok #learnphotography #learnposing #posingtips (https://www.tiktok.com/@sferro21)
- [tiktok_sferro21#74b4cab3] Tell It To My Heart
- [tiktok_sferro21#b00162b6] Thanks to all who participated in the latest #LearnOnTikTok Post Contest! Check out the winner showcase here: https://vt.tiktok.com/ZSuTNT7oF/ and don't forget to join the March #LearnOnTikTok Post Contest here for a chance to win $3000: https://vt.tiktok.com/ZSuTFmg6r/
- [tiktok_sferro21#29a7ebfa] It is a becoming a big trend on TikTok now! Click here: learnontiktok
- [tiktok_sferro21#7b211fd9] Check out Simone Ferretti’s video! #TikTok >
- [tiktok_sferro21#ec642280] I decided to show you all my own technique for natural “walking” pictures🔥don’t let it flop 🙏🏻#photography #phototips #phototutorial #phototip
- [tiktok_sferro21#c43e2597] Billie Eilish and Khalid Lovely Hopex Remix
- [tiktok_sferro21#7d3c7d06] Click the shutter, capture the moment, and show us your #Photogra

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=90, 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=59, 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=90, 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=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

## 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=tiktok_sferro21
- Request removal: https://koinonlink.com/claim?k=tiktok_sferro21
- Terms: https://koinonlink.com/for-ai