# Crypto Bookworm (@crypto_bookworm) on tiktok

- id: koinon:creator:tiktok_crypto_bookworm
- url: https://koinonlink.com/kol/tiktok/crypto_bookworm
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: crypto_bookworm
- platform_url: https://www.tiktok.com/@crypto_bookworm
- website: welcome.cryptobookworm.com
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4693
- following: 39
- posts_observed: 24
- 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: finance
- subcategory: crypto
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Crypto beginner guides and market basics, Crypto taxes and record keeping, Altcoins, Solana, Chainlink, XRP analysis, NFTs and play-to-earn gaming, Meme coins and investment rules, Airdrops and exchange news
- bio: Crypto Education
📚Stay informed & stay ahead
👇Your journey begins here👇

## Audience (inferred)
- status: present
- description: Crypto beginners and retail investors looking for entry-level education on investing, taxes, altcoins, NFTs and airdrops
- roles: consumer
- seniority: learner
- pain_points: Lack of foundational knowledge on how to start investing in crypto, Confusion around crypto taxes and record-keeping requirements, Difficulty evaluating exchanges, altcoins and meme coin risks, Uncertainty about NFT games, P2E mechanics and airdrop participation
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.5
- promotion_intent: 0.7
- 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_crypto_bookworm#3bdfa322] FREE Crypto Beginner's Guide! 🚀 Dive into Expert Insights & Market Trends Now!  Subscribe to our newsletter for instant access.  What are you waiting for? Click the link in our bio to subscribe today. #cryptotips #newsletter #cryptoeducation #crypto #marketrends #cryptotrading (https://www.tiktok.com/@crypto_bookworm)
- [tiktok_crypto_bookworm#f613f6f0] original sound - crypto_bookworm
- [tiktok_crypto_bookworm#42da8e07] It is a becoming a big trend on TikTok now! Click here: cryptotips
- [tiktok_crypto_bookworm#1d43c061] Check out Crypto Bookworm’s video! #TikTok >
- [tiktok_crypto_bookworm#6575cfd4] Learn about making informed financial decisions
- [tiktok_crypto_bookworm#12295d62] Pikamoon: Free P2E Game Click the link in my bio to watch the full video. You won't want to miss it! #playtoearn #p2egames #p2e #cryptogaming
- [tiktok_crypto_bookworm#6f6c324f] IRA for Crypto: Unlock Hidden Advantages! Click the link in my bio to watch the full video. You won't want to miss it! #crypto #tax #cryptotax
- [tiktok_crypto_bookworm#1f178323] You could collect up to $2,50

## 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=55, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=55, 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=55, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=78, 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=55, 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=78, 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=78, method=platform_profile

## Freshness
- profile_checked_days_ago: 78
- content_analysed_days_ago: 55
- audience_updated_days_ago: 55

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