# ASPIRE Pakistan Official - Pak Angels, NIB, NAIT (@ASPIREPakistanOfficial) on youtube

- id: koinon:creator:youtube_aspirepakistanofficial
- url: https://koinonlink.com/kol/youtube/ASPIREPakistanOfficial
- schema_version: 1.4

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

## Reach
- followers: 14100
- posts_observed: 2
- 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: entertainment
- subcategory: edu_science
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Founders Edge Training Program, Cohort announcements and applications, Participant testimonials and feedback, Entrepreneurship development in Pakistan
- bio: Aspire Pakistan is a 501c3 organization with a vision for a socially and economically prosperous Pakistan through innovation and ...

## Audience (inferred)
- status: present
- description: Aspiring founders, engineers and professionals in Pakistan interested in entrepreneurship training programs
- roles: none
- seniority: learner
- pain_points: Lack of structured founder training and mentorship, Difficulty accessing startup networks and guidance in Pakistan, Challenges turning technical backgrounds into viable businesses, Limited local programs for early-stage entrepreneurs
- posts_analysed: 13
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 46
- authenticity_basis: profile_shape_only
- credibility_score: 46
- 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
- [youtube_aspirepakistanofficial#82339189] Listen to our Founders Edge Cohort 3 Participant (https://www.youtube.com/@ASPIREPakistanOfficial)
- [youtube_aspirepakistanofficial#ee7d29a7] Listen to our Participant of Founders Edge Program Cohort III
- [youtube_aspirepakistanofficial#a22c3040] Hear from Engr. Kiran Shehzadi, A shining example of passion and purpose in Founders Edge Program
- [youtube_aspirepakistanofficial#303ece33] Hear from Engr. Aeman Awan!A shining example of passion and purpose in the Founders Edge Training
- [youtube_aspirepakistanofficial#959a9577] Hear Insights from Our Participant Founders Edge Cohort II
- [youtube_aspirepakistanofficial#d014ae42] Founders Edge Training Program Testimonial By Asst Prof. Rehan Ashraf
- [youtube_aspirepakistanofficial#e9118b08] Announcement! Founders Edge Cohort III
- [youtube_aspirepakistanofficial#ea1c0847] Founders Edge Program Participant Feedback | Soubohi

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=73, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=73, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=73, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=73, 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=73, 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=73, 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: 73
- audience_updated_days_ago: 73

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