# John | AI Marketing (@xiangjpbzlj) on tiktok

- id: koinon:creator:tiktok_xiangjpbzlj
- url: https://koinonlink.com/kol/tiktok/xiangjpbzlj
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: xiangjpbzlj
- platform_url: https://www.tiktok.com/@xiangjpbzlj
- website: https://uk.ok.com/okshop/products/AM-C4737FB5?source=sx_john_aimarkting
- country: United Kingdom
- entity_type: creator
- person_id: koinon:person:tiktok_xiangjpbzlj

## Reach
- followers: 13043
- following: 11
- posts_observed: 2
- verified: false
- size_tier: koc

## 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: 0.9
- category_source: derived_from_recent_content
- topics: Claude入门与高级skills, ChatGPT prompt工程与humanize, AI自动化工作流, AI建站与设计, 免费AI学习资源
- bio: Master AI & Claude 
Smart tips you'll actually use 
Learn how to master AI👇

## Audience (inferred)
- status: present
- description: AI beginners and productivity enthusiasts, primarily non-technical users looking to automate tasks, create content, or build simple websites with Claude/ChatGPT
- roles: general_ai
- seniority: learner
- pain_points: AI outputs feel robotic and easy to detect, needing humanization techniques, Unsure how to set up Claude's custom instructions and skills to improve results, Want to automate repetitive tasks but lack clear tutorials and effective prompts, No coding background but want to quickly learn how to build websites or create content with AI
- posts_analysed: 55
- 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: 45
- authenticity_basis: profile_shape_only
- credibility_score: 45
- 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_xiangjpbzlj#97dc34c1] Here’s how to humanize text inside of ChatGPT to make sure you never get caught using AI.  #ai #chatgpt #prompt #chatgptprompts (https://www.tiktok.com/@xiangjpbzlj)
- [tiktok_xiangjpbzlj#6d41e5fb] original sound - xiangjpbzlj
- [tiktok_xiangjpbzlj#a6777905] It is a becoming a big trend on TikTok now! Click here: ai
- [tiktok_xiangjpbzlj#623aa219] Check out John | AI Marketing’s video! #TikTok >
- [tiktok_xiangjpbzlj#6b7e645e] Search:
- [tiktok_xiangjpbzlj#722d561a] humanize prompt chatgpt
- [tiktok_xiangjpbzlj#f5b23c88] This is the fastest Claude tutorial for beginners.  #ai #claude #aitools #productivity #learning
- [tiktok_xiangjpbzlj#cee502e6] creating a claude app for productivity

## 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=79, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=79, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=79, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=101, 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=79, 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=101, 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=101, method=platform_profile

## Freshness
- profile_checked_days_ago: 101
- content_analysed_days_ago: 79
- audience_updated_days_ago: 79

## AI retrieval
- indexing_requests: 7
- 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_xiangjpbzlj
- Request removal: https://koinonlink.com/claim?k=tiktok_xiangjpbzlj
- Terms: https://koinonlink.com/for-ai