# Drew Huibregtse (@drewski.digital) on tiktok

- id: koinon:creator:tiktok_drewski.digital
- url: https://koinonlink.com/kol/tiktok/drewski.digital
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: drewski.digital
- platform_url: https://www.tiktok.com/@drewski.digital
- website: stan.store/drewhuibregtse
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4774
- following: 212
- posts_observed: 2
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Amazon KDP digital products and coloring books, AI tools (Claude, BookBolt) for product creation, Passive income side hustles with no inventory, Free blueprints and guides for $10K/month Amazon businesses
- bio: 📍 | Vegas/Tokyo
💸 | 7 Figure Amazon Seller
🎓 | Total Student Sales: 25,000+
🔗 | FREE Guide Below 🔥

## Audience (inferred)
- status: present
- description: Side hustlers and beginners seeking passive income through Amazon KDP digital products using AI tools
- roles: ecom_ops
- seniority: learner
- pain_points: Side hustles usually require inventory, clients, or ongoing active work, Struggle to find high-demand, low-competition niches for digital products, Don't know how to use AI tools like Claude or BookBolt to create sellable books quickly, Want to build income without quitting their 9-5 job
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 40
- authenticity_basis: profile_shape_only
- credibility_score: 40
- 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_drewski.digital#cc63040a] Here’s how I sold thousands of digital books on Amazon! 💸  1️⃣ I used a software called BookBolt to find high-demand, low-competition products. 2️⃣ I created a digital coloring book using MidJourney AI and Canva. 3️⃣ Uploaded it to Amazon and now it’s generating passive income—f (https://www.tiktok.com/@drewski.digital)
- [tiktok_drewski.digital#59a34d6f] original sound - drewski.digital
- [tiktok_drewski.digital#1556e1d1] Check out Drew Huibregtse’s video! #TikTok >
- [tiktok_drewski.digital#64f87add] 🔗 Comment "DIGITAL" and I'll send you the exact AI + Amazon blueprint. Disclaimer: Information shared here is for educational purposes only. Individuals and business owners should evaluate their own

## 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=58, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=58, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=58, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=58, 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=58, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=98, 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=58, 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=98, 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=98, method=platform_profile

## Freshness
- profile_checked_days_ago: 98
- content_analysed_days_ago: 58
- audience_updated_days_ago: 58

## AI retrieval
- indexing_requests: 11
- 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_drewski.digital
- Request removal: https://koinonlink.com/claim?k=tiktok_drewski.digital
- Terms: https://koinonlink.com/for-ai