# Steven Lim (@lim.sanityy) on tiktok

- id: koinon:creator:tiktok_lim.sanityy
- url: https://koinonlink.com/kol/tiktok/lim.sanityy
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: lim.sanityy
- platform_url: https://www.tiktok.com/@lim.sanityy
- website: solo.to/stevenlim
- country: Canada
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 255243
- following: 402
- posts_observed: 1
- verified: false
- size_tier: kol

## 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: app
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: iOS tips and new features, MacBook setups and accessories, PS5 gaming tips and settings, Fitness trackers and health apps, Budget tech gadgets and cases
- bio: Tech, Gaming & Lifestyle 📸
📨 | [contact removed]
SOCIAL LINKS + WALLPAPERS 👇

## Audience (inferred)
- status: present
- description: Apple product users and casual gamers seeking iOS tips, Mac setups, PS5 tricks and gadget recommendations
- roles: consumer
- seniority: consumer
- pain_points: iOS features and settings are hard to discover or customize, Finding affordable, good-quality phone cases, docks and accessories, Keeping up with frequent iOS/Mac/PS5 updates and new features, Optimizing device performance and daily workflows without technical hassle
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_lim.sanityy#15fd9d4f] 5 More NEW iOS 26 Features 🤯  Let me know your thoughts on iOS 26 so far!  #ios26 #ios #ios26beta #ios16features #iphone #ipad #ipados #techtok #fyp #apple (https://www.tiktok.com/@lim.sanityy)
- [tiktok_lim.sanityy#c9a52d7a] Chill and gentle lo-fi/10 minutes(1455687)
- [tiktok_lim.sanityy#9b4f8900] It is a becoming a big trend on TikTok now! Click here: ios26
- [tiktok_lim.sanityy#511c4f3b] Check out Steven Lim’s video! #TikTok >
- [tiktok_lim.sanityy#a7120354] MacBook Setup & Tips (Part 2)💻  #macbook #macbookrpro #macos #mactips #mactricks #techtok #fyp
- [tiktok_lim.sanityy#1ea2992a] Swimming
- [tiktok_lim.sanityy#2bd84f29] It is a becoming a big trend on TikTok now! Click here: macbook
- [tiktok_lim.sanityy#2daec9a8] The BEST Fitbit Air Feature Nobody Talks About ⌚️ #fitbit #google #fitness #health #Tech

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=85, 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=85, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=85, 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=85, 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=85, 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=85, method=platform_profile

## Freshness
- profile_checked_days_ago: 85
- content_analysed_days_ago: 85
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 9
- 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_lim.sanityy
- Request removal: https://koinonlink.com/claim?k=tiktok_lim.sanityy
- Terms: https://koinonlink.com/for-ai