# тгк: tehnomaniak07 (@tehnomaniak) on tiktok

- id: koinon:creator:tiktok_tehnomaniak
- url: https://koinonlink.com/kol/tiktok/tehnomaniak
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: tehnomaniak
- platform_url: https://www.tiktok.com/@tehnomaniak
- website: https://t.me/tehnomaniak07
- country: Germany
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 6585
- following: 75
- posts_observed: 1
- 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: software
- subcategory: ai_tools
- category_confidence: 0.89
- category_source: derived_from_recent_content
- topics: Сравнения ИИ-моделей (Claude Fable, GPT-5.6, Gemini), Промпты, навыки и агенты в ChatGPT/Claude, Новые ИИ-функции в смартфонах и гаджетах, Обзоры AR-очков, камер, наушников и ретро-техники, Обновления iOS, Android и голосовых моделей
- bio: О нейросетях и гаджетах простым языком
📩Почта: [contact removed]
Полезные материалы и ссылки в ТГ👇🏻

## Audience (inferred)
- status: present
- description: Russian-speaking AI and consumer tech enthusiasts who want simple reviews of new models and gadgets
- roles: general_ai
- seniority: learner
- pain_points: It's hard to quickly figure out which new AI model (Claude, GPT, Gemini) is best for everyday tasks, Lack of clear instructions and prompts for using AI agents and skills, Difficult to pick relevant AI-enabled gadgets amid constant smartphone and wearable device updates, Want to understand the real value of new AI features without getting bogged down by technical jargon
- posts_analysed: 89
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 42
- authenticity_basis: profile_shape_only
- credibility_score: 42
- 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_tehnomaniak#b00ae644] Не платите за Claude. Китайская нейросеть справляется лучше Kimi K3 против Claude Opus 5 — китайская нейросеть догнала Anthropic? Я дал обеим моделям один промпт на игры, сайты и приложения 🔥   Moonshot AI выкатили Kimi K3 — открытую модель на 2.8 триллиона параметров с контекст (https://www.tiktok.com/@tehnomaniak)

## 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=83, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=83, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=83, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=84, 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=84, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=84, 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=84, 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=84, 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=84, method=platform_profile

## Freshness
- profile_checked_days_ago: 84
- content_analysed_days_ago: 84
- audience_updated_days_ago: 83

## AI retrieval
- indexing_requests: 7
- 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_tehnomaniak
- Request removal: https://koinonlink.com/claim?k=tiktok_tehnomaniak
- Terms: https://koinonlink.com/for-ai