# Ryan Rouse (@ryanrouse1993) on tiktok

- id: koinon:creator:tiktok_ryanrouse1993
- url: https://koinonlink.com/kol/tiktok/ryanrouse1993
- schema_version: 1.2

## Identity
- platform: tiktok
- handle: ryanrouse1993
- platform_url: https://www.tiktok.com/@ryanrouse1993
- website: RR93games.com
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 84365
- following: 2284
- posts_observed: 1
- 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: ecommerce
- subcategory: ecom_ads
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: TikTok Shop工具评测, 卡车/蓝领用品推荐, 汽车清洁与 detailing, 磁吸支架与收纳, 园艺厨房小物
- bio: Indiana
cash app $rrouse1993
dumb trucker who likes to hear y'all laugh

## Audience (inferred)
- status: present
- description: blue-collar workers, truck drivers, and DIY enthusiasts—everyday consumers focused on practical tools, cleaning supplies, and truck accessories
- roles: consumer
- seniority: consumer
- pain_points: tools that aren't durable and break easily, work grime like diesel or asphalt that's hard to clean off, need for tool storage and magnetic mounting solutions, desire for affordable, functional gear with good value
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.5
- promotion_intent: 0.7
- 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: 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_ryanrouse1993#744d0eb5] Replying to @jayden_200000 here's another example of how it's helpful 🤡 #tiktokshopfalldealsforyou #tiktokshoprestock #autumnliving #tiktokshopcreatorpicks #ttstoptier (https://www.tiktok.com/@ryanrouse1993)
- [tiktok_ryanrouse1993#34b4c78e] original sound - ryanrouse1993
- [tiktok_ryanrouse1993#7d7c003e] It is a becoming a big trend on TikTok now! Click here: tiktokshopfalldealsforyou
- [tiktok_ryanrouse1993#28926dc7] Check out Ryan Rouse’s video! #TikTok >
- [tiktok_ryanrouse1993#e187f775] doing alright for the kid who was always suspended #bluecollar #dumptruck #union
- [tiktok_ryanrouse1993#b8be5338] original sound - that_black_ram
- [tiktok_ryanrouse1993#a62ad54c] touchless wash works amazing. foams up great, quick and easy #chemx #touchlesscarwash #detailing #truckwash #tiktokshopcreatorpicks
- [tiktok_ryanrouse1993#ca5655a4] I've never had a problem with anything #fanttik I've owned. battery life is great and can take some abuse. #tools #tiktokshopcreatorpicks #summermusthaves #TikTokshopbacktoschool

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, 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=19, 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=19, 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=19, method=platform_profile

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

## 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_ryanrouse1993
- Request removal: https://koinonlink.com/claim?k=tiktok_ryanrouse1993
- Terms: https://koinonlink.com/for-ai