# Gian’s Tech (@gianstech) on tiktok

- id: koinon:creator:tiktok_gianstech
- url: https://koinonlink.com/kol/tiktok/gianstech
- schema_version: 1.4

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

## Reach
- followers: 363288
- following: 1172
- posts_total: 666
- posts_observed: 19
- 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: app
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: iPhone tips and automations, Mac tricks and settings, Smartphone unboxings and reviews, Tech deals and offers, Productivity apps and hacks
- bio: Faccio video “tech” 💻 (il più delle volte)
📩 [contact removed]
In elenco AGCOM

## Audience (inferred)
- status: present
- description: Italian consumers who own iPhones, Macs or Android phones and want practical tips to use their devices better
- roles: consumer
- seniority: consumer
- pain_points: Not knowing hidden iPhone/Mac features and shortcuts, Devices feeling slow or cluttered, Missing good deals on Apple and tech products, Struggling to organize daily tasks or to-do lists on phone
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.2
- 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: 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_gianstech#2a7570e7] Non perdere tempo e riserva ora il tuo username per WhatsApp 💬 A breve potremo condividere questi nickname al posto del nostro numero, che resterà invece riservato alle persone più importanti per noi. Tu l’hai già fatto? 🤔 #whatsapp #username #whatsapptricks #whatsappupdates #T (https://www.tiktok.com/@gianstech)
- [tiktok_gianstech#d226b70d] original sound - gianstech
- [tiktok_gianstech#c26e0296] It is a becoming a big trend on TikTok now! Click here: whatsapp
- [tiktok_gianstech#96ca1a0d] Check out Gian’s Tech’s video! #TikTok >
- [tiktok_gianstech#43990b63] Madrid è andata più o meno così: red (anzi orange) carpet, fiera nerd, grossi computer ed io che mangio e bevo senza contegno 🔥 Link 🔗 offertone PcComponentes in BIO! Viaggio tech assurdo e grazie @Pccomponentes @pccomponentes.it per l’invito. Io sono già pronto per il prossimo
- [tiktok_gianstech#d8487360] Thanks to all who participated in the

## 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=69, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=69, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=69, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=69, 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=69, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=69, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 69
- audience_updated_days_ago: 69

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