# predmet_ai (@predmet_ai) on tiktok

- id: koinon:creator:tiktok_predmet_ai
- url: https://koinonlink.com/kol/tiktok/predmet_ai
- schema_version: 1.4

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

## Reach
- followers: 218569
- following: 28
- posts_observed: 2
- 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: 0.85
- category_source: derived_from_recent_content
- topics: miniature/tiny world dioramas, AI video generation with tools like Kling AI and After Effec, Ramadan and Eid holiday greetings, whimsical fantasy concepts (inflatable objects, fruit houses, viral TikTok trends and aesthetics

## Audience (inferred)
- status: present
- description: TikTok users who enjoy short-form AI-generated miniature diorama and fantasy videos, including those interested in holiday-themed content like Ramadan and Eid
- roles: consumer
- seniority: consumer
- pain_points: Boredom from repetitive TikTok feeds and seeking visually novel short clips, Difficulty finding consistent high-quality AI miniature or tiny-world style videos, Wanting timely festive or cultural content during holidays like Ramadan/Eid without creating it themselves
- posts_analysed: 98
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- 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_predmet_ai#6e14b02b] Tiny World 🌍 Prompts: @predmet_ai | Made by NNbanana • AE • Kling AI #tinyworld #miniature #mini #diorama #miniaturescene #smallscale #details #trend #viral #4k #ai #aiart #epic #120fps #aesthetic (https://www.tiktok.com/@predmet_ai)
- [tiktok_predmet_ai#f5d4bcf5] original sound - predmet_ai
- [tiktok_predmet_ai#11ee4ad3] It is a becoming a big trend on TikTok now! Click here: tinyworld
- [tiktok_predmet_ai#2982aac0] Check out predmet_ai’s video! #TikTok >
- [tiktok_predmet_ai#e34d2258] AI-generated video | Upcoming Happy Ramadan! 🌙✨ #Ramadan #ramadankareem #RamadanMubarak #eid #islam #viral #reel #bismillah #ramadan2025
- [tiktok_predmet_ai#9e9e1620] Ramadan (English Version)
- [tiktok_predmet_ai#88dd161d] Ramadan Mubarak!
- [tiktok_predmet_ai#21912bc6] Welcome to the Miniature World 🧸 Prompts: @predmet_ai | Made by NNbanana • AE • Kling AI #miniature #tinyworld #mini #diorama #miniaturescene #smallscale #details #trend #viral #4k #ai #aiart #epic #120fps #aesthetic

## 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=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=49, 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=49, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=52, 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=49, 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=52, 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=52, method=platform_profile

## Freshness
- profile_checked_days_ago: 52
- content_analysed_days_ago: 49
- audience_updated_days_ago: 57

## AI retrieval
- indexing_requests: 12
- 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_predmet_ai
- Request removal: https://koinonlink.com/claim?k=tiktok_predmet_ai
- Terms: https://koinonlink.com/for-ai