# Viral App Launch (@viralapplaunch) on youtube

- id: koinon:creator:youtube_viralapplaunch
- url: https://koinonlink.com/kol/youtube/viralapplaunch
- schema_version: 1.3

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

## Reach
- followers: 5990
- posts_observed: 140
- 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: app
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: App用户留存与行为设计, 融资对早期App的负面影响, 低成本获客与增长策略, 无代码/AI工具快速上线App, 产品决策中的多余选择与转化损失
- bio: If you need help launching your app, feel free to apply below and we'll recommend a strategy. We have programs for every budget ...

## Audience (inferred)
- status: present
- description: Early-stage or indie app founders and SaaS entrepreneurs—non-VC-background founders who want to launch products with small teams
- roles: none
- seniority: practitioner
- pain_points: Don't know how to acquire and retain users without burning cash, Wrestle with whether to raise funding, and make wrong funding sequence decisions that lead to failure, Poor app onboarding or first-screen design causes users to quit within seconds, Overloading with features reduces conversion, but don't know how to prioritize or cut
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- 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
- [youtube_viralapplaunch#a03d4179] Running my marriage like my team almost broke us #startups (https://www.youtube.com/@viralapplaunch)
- [youtube_viralapplaunch#c4db2e62] 🥲 #startups #saas #tech
- [youtube_viralapplaunch#6d213a70] Most founders think their job is to stay busy. #startups #founders
- [youtube_viralapplaunch#41366e43] Try these and you’ll stop users from deleting your app #startups #saas #tech
- [youtube_viralapplaunch#bffca6b7] I've never once considered that my business could fail #startups
- [youtube_viralapplaunch#e5c47bdb] Stop scaling your winning ads like this #startups
- [youtube_viralapplaunch#8a092506] Most founders think growth feels nice. We started as a marketing agency running on good vibes ☝️
- [youtube_viralapplaunch#1217ff86] Do this one thing IMMEDIATELY after launching ads #startups

## 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=30, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=30, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=30, 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=0, 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=0, 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=0, method=platform_profile

## Freshness
- profile_checked_days_ago: 0
- content_analysed_days_ago: 0
- audience_updated_days_ago: 30

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