# Umělá inteligence • AI (@chatgptriky) on tiktok

- id: koinon:creator:tiktok_chatgptriky
- url: https://koinonlink.com/kol/tiktok/chatgptriky
- schema_version: 1.4

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

## Reach
- followers: 7456
- following: 125
- posts_total: 183
- posts_observed: 4
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Free AI tools and open-source alternatives, Prompt engineering and ready-made templates, AI automation and agents, AI for images, video and content creation, AI productivity hacks for business and work

## Audience (inferred)
- status: present
- description: Czech-speaking freelancers, small business owners, marketers and sales professionals seeking free AI tools and prompts to boost work productivity
- roles: general_ai
- seniority: practitioner
- pain_points: Finding reliable free alternatives to paid AI tools like Kling or ChatGPT Plus, Creating effective prompts without spending time or money on premium resources, Automating repetitive tasks and content creation without complex setups, Applying AI directly to sales, marketing or daily business workflows
- posts_analysed: 40
- confidence: 0.75

## 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: 50
- authenticity_basis: profile_shape_only
- credibility_score: 50
- flagged_for_review: false
- koinon_bd_grade: B — 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_chatgptriky#9fc5f513] Zbytečně ztrácíš čas a peníze za AI API klíče. 💸 Ve videu ti ukážu 3 platformy, kde získáš zdarma přístup k modelům jako je Gemini, Llama, Deepseek a desítkám dalších. Chceš odkazy na všechny tři?  👇 Napiš do komentářů “API” a já ti je obratem pošlu. #ai #umelainteligence #api  (https://www.tiktok.com/@chatgptriky)
- [tiktok_chatgptriky#ac11ff61] original sound - chatgptriky
- [tiktok_chatgptriky#a6777905] It is a becoming a big trend on TikTok now! Click here: ai
- [tiktok_chatgptriky#3be308ea] Check out Umělá inteligence • AI’s video! #TikTok >
- [tiktok_chatgptriky#d10bc9e6] OpenAI má nový nástroj, který z tvých průměrných promptů udělá profi prompt. 🤯 Nejenže ti ho automaticky vylepší pro lepší výsledky z ChatGPT, ale taky ti vysvětlí všechny změny, takže se sám učíš, jak psát lepší prompty. A je to zdarma. Chceš odkaz? 👇 Napiš do komentářů “PROMP

## 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=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, 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=91, 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=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=91, 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=91, method=platform_profile

## Freshness
- profile_checked_days_ago: 91
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

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