# Software 💻 (@ksbuild95) on tiktok

- id: koinon:creator:tiktok_ksbuild95
- url: https://koinonlink.com/kol/tiktok/ksbuild95
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: ksbuild95
- platform_url: https://www.tiktok.com/@ksbuild95
- country: Vietnam
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 8559
- following: 1775
- posts_total: 50
- posts_observed: 14
- 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: devtools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AutoCAD Lisp installation, Revit AI features 2027, CAD libraries and resources, Autodesk software tutorials, Construction design tools

## Audience (inferred)
- status: present
- description: Architects, construction engineers, and AutoCAD/Revit users in Vietnam, mainly practitioners who need Lisp scripts and drawing support libraries
- roles: design
- seniority: practitioner
- pain_points: Slow drafting in AutoCAD due to lack of supporting tools, Missing CAD libraries and incomplete documentation, Keeping up with new AI features in Revit, Finding and easily installing useful Lisp scripts and Autodesk software
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 47
- authenticity_basis: profile_shape_only
- credibility_score: 47
- 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_ksbuild95#e5d26ea9] Hướng dẫn cài lisp YQARCH vào auto Cad. #xuhuong #viral #fyp #trending #LearnOnTikTok (https://www.tiktok.com/@ksbuild95)
- [tiktok_ksbuild95#bebc00a2] original sound - ksbuild95
- [tiktok_ksbuild95#ba7fedfb] It is a becoming a big trend on TikTok now! Click here: xuhuong
- [tiktok_ksbuild95#95c42550] Check out Phần mềm máy tính’s video! #TikTok >
- [tiktok_ksbuild95#4e3a87be] Cài autocad chưa bao giờ dễ đến vậy ??? #trending #fyp #viral #LearnOnTikTok #xuhuongtiktok #foryou #xuhuongtiktok2023 #viraltiktok #hot #top #viral #tin #caidat #autocad
- [tiktok_ksbuild95#ac88a0ce] original sound - airvinahouse
- [tiktok_ksbuild95#be4970e7] Nightmares (Original Mix)
- [tiktok_ksbuild95#b2174acf] Discover the top viral trends, sounds and effects of the week! 🔥

## 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=90, 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=90, 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=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 55
- audience_updated_days_ago: 55

## AI retrieval
- indexing_requests: 6
- 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_ksbuild95
- Request removal: https://koinonlink.com/claim?k=tiktok_ksbuild95
- Terms: https://koinonlink.com/for-ai