# GrowthTools (@growthtoolspl) on tiktok

- id: koinon:creator:tiktok_growthtoolspl
- url: https://koinonlink.com/kol/tiktok/growthtoolspl
- schema_version: 1.4

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

## Reach
- followers: 2162
- following: 42
- posts_total: 60
- posts_observed: 8
- 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: Google AI ecosystem and workshops, AI data scraping and analysis, AI-generated graphics, video and product photos, Ready AI procedures and platform updates, AI tool recommendations and newsletters, Business AI policy and safe implementation
- bio: Dołącz do Growth AI 2.0 i wdrażaj AI w biznesie z gotowymi procesami
👇

## Audience (inferred)
- status: present
- description: Polish business owners, managers and practitioners looking to implement practical AI tools and ready processes in their companies
- roles: general_ai
- seniority: practitioner
- pain_points: Lack of internal AI usage policies and safety guidelines, Uncertainty about what data/tasks can safely be fed to AI, Difficulty finding ready-to-copy step-by-step AI procedures instead of theory, Overwhelm from choosing and testing the right AI tools for business tasks
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 43
- authenticity_basis: profile_shape_only
- credibility_score: 43
- 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_growthtoolspl#737c2b47] Co można bezpiecznie "wrzucić do AI" a czego lepiej nie robić? Ostatnie godziny zapisów na 5-tygodniowe warsztaty z biznesowych zastosowań ekosystemu Google AI 👉 https://googleai.growthai.pl/ (https://www.tiktok.com/@growthtoolspl)
- [tiktok_growthtoolspl#b6b291f9] original sound - growthtoolspl
- [tiktok_growthtoolspl#ba660cfb] Check out GrowthTools’s video! #TikTok >
- [tiktok_growthtoolspl#8e44ac52] Jak wycisnąć maksa z narzędzi AI od Google? Wpadajcie 13 maja na bezpłatny warsztat, wszystko Wam opowiem. ;) 👉 https://growthai.pl/webinar-google/
- [tiktok_growthtoolspl#585fbb94] Kolejne nowości wjechały na platformę (jeśli jesteście członkami Growth AI 2.0 to koniecznie zerknijcie). Tym razem uczymy się krok po kroku jak scrapować nawet trudne dane z Claude i budować bazy danych. ;)
- [tiktok_growthtoolspl#76060694] Luxury, Elegance, Refined
- [tiktok_growthtoolspl#57f561a3] Scrapowanie danych z Claude
- [tiktok_growthtoolspl#ffbfd000] Dziś o 20:00 analizujemy konkurencję z AI na 3 sposoby. Z kim się widzę? ;) Całość transmitowana bezpłatnie na

## 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=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=57, 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=57, 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=57, 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: 57
- audience_updated_days_ago: 57

## AI retrieval
- indexing_requests: 5
- 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_growthtoolspl
- Request removal: https://koinonlink.com/claim?k=tiktok_growthtoolspl
- Terms: https://koinonlink.com/for-ai