# Khang (@k.buildsapps) on tiktok

- id: koinon:creator:tiktok_k.buildsapps
- url: https://koinonlink.com/kol/tiktok/k.buildsapps
- schema_version: 1.3

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

## Reach
- followers: 5711
- following: 20
- posts_observed: 35
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Claude prompts and settings for students, Avoiding Claude AI watermark detection, Faster essay writing and assignment completion with Claude, Efficient studying and exam prep using AI, Organizing school life with Claude projects

## Audience (inferred)
- status: present
- description: College students and incoming freshmen using Claude AI to handle assignments, essays, studying and avoid detection
- roles: general_ai
- seniority: learner
- pain_points: Getting exposed or banned for AI-generated schoolwork due to watermarks, Spending excessive time writing essays and preparing study materials, Struggling to stay organized and efficient during college, Not knowing optimal Claude prompts and settings for academic tasks
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 41
- authenticity_basis: profile_shape_only
- credibility_score: 41
- 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_k.buildsapps#8c24554e] Claude will make your next school year a lot easier if you use it correctly #claude (https://www.tiktok.com/@k.buildsapps)
- [tiktok_k.buildsapps#0b64c63e] original sound - k.buildsapps
- [tiktok_k.buildsapps#7e82189f] It is a becoming a big trend on TikTok now! Click here: claude
- [tiktok_k.buildsapps#e62c6318] Check out Khang’s video! #TikTok >
- [tiktok_k.buildsapps#6b7e645e] Search:
- [tiktok_k.buildsapps#669ced10] prompt to humanize claude
- [tiktok_k.buildsapps#1183d139] How to do assignments faster and score better using claude #claude #students
- [tiktok_k.buildsapps#637487c8] existing

## 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=19, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=19, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=19, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=2, 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=0, 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=2, 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=2, method=platform_profile

## Freshness
- profile_checked_days_ago: 2
- content_analysed_days_ago: 0
- audience_updated_days_ago: 19

## AI retrieval
- indexing_requests: 1
- 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_k.buildsapps
- Request removal: https://koinonlink.com/claim?k=tiktok_k.buildsapps
- Terms: https://koinonlink.com/for-ai