# SwagRoute (@tewxgd) on tiktok

- id: koinon:creator:tiktok_tewxgd
- url: https://koinonlink.com/kol/tiktok/tewxgd
- schema_version: 1.4

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

## Reach
- followers: 20931
- following: 24
- posts_total: 224
- posts_observed: 6
- 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: gaming
- subcategory: mobile
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Geometry Dash Top 1验证竞赛, 极限demon关卡更新与玩家进度, Doggie、Zoink、Wpopoff等顶尖玩家动态, Demon list排名变化, 硬核关卡挑战与drama

## Audience (inferred)
- status: present
- description: Geometry Dash players and fans, especially those following extreme demon level validations and Top 1 rankings
- roles: consumer
- seniority: consumer
- pain_points: Missing real-time updates on the latest Top 1 validation progress and players like Doggie, Zoink, Struggling to keep up with frequent level buffs, nerfs, and shifting demon list rankings, Wanting access to instant info on advanced techniques like frame perfects and secret ways but lacking timely resources, Difficulty tracking community drama and controversies (e.g., Tidal Wave Bufr) due to scattered information
- posts_analysed: 91
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 56
- authenticity_basis: profile_shape_only
- credibility_score: 56
- 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_tewxgd#868488e2] The Near Impossible Clubstep Puzzle #geometrydash (https://www.tiktok.com/@tewxgd)
- [tiktok_tewxgd#fd29d024] original sound - tewxgd
- [tiktok_tewxgd#2be66ced] It is a becoming a big trend on TikTok now! Click here: geometrydash
- [tiktok_tewxgd#a2bd423d] Check out SwagRoute’s video! #TikTok >
- [tiktok_tewxgd#9d14b5cc] The Easiest Demon in Geometry Dash #gd #geometrydash
- [tiktok_tewxgd#6b7e645e] Search:
- [tiktok_tewxgd#7d761214] sea hunter gd
- [tiktok_tewxgd#2790ec79] The Easiest Hard Demon in Geometry Dash #geometrydash

## 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=74, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=74, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=74, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=74, 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=74, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=74, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 74
- audience_updated_days_ago: 74

## AI retrieval
- indexing_requests: 5
- 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_tewxgd
- Request removal: https://koinonlink.com/claim?k=tiktok_tewxgd
- Terms: https://koinonlink.com/for-ai