# Stride School of Business (@strideschoolofbusiness) on youtube

- id: koinon:creator:youtube_strideschoolofbusiness
- url: https://koinonlink.com/kol/youtube/strideschoolofbusiness
- schema_version: 1.4

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

## Reach
- followers: 1740
- posts_observed: 1
- 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: ai_tools
- category_confidence: 0.55
- category_source: derived_from_discovery_path
- topics: AI-Native vs traditional BBA curriculum, BBA admissions, orientations and S-BAT test, AI impact on marketing, recruitment and business jobs, Why most colleges are not ready for the AI era, Future of business degrees and placements in 2026
- bio: India's First AI-Native Business School. This channel documents what business education looks like when it's built for today - not a ...

## Audience (inferred)
- status: present
- description: Indian Class 12 students (and some parents) seeking BBA admissions, mainly in metro cities like Delhi NCR, Bangalore, Pune and Jaipur, who want AI-focused business education
- roles: none
- seniority: learner
- pain_points: Traditional BBA degrees not preparing for AI-era jobs and placements, Uncertainty about what companies actually expect from fresh business graduates, Choosing the right college that teaches real AI skills instead of outdated curriculum, Missing CUET/NPAT results and needing alternative admission paths with scholarships
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.5
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 34
- authenticity_basis: profile_shape_only
- credibility_score: 34
- 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_strideschoolofbusiness#bd10c3a2] Jaipur Orientation Dates Are Out! 🎉 (https://www.youtube.com/@strideschoolofbusiness)
- [youtube_strideschoolofbusiness#59d515f9] Why the Right College Matters More Than Ever
- [youtube_strideschoolofbusiness#2f5ad989] Delhi NCR Students, It's Time! | Orientation on 24th, 25th & 26th
- [youtube_strideschoolofbusiness#9c0aa504] Pune Orientation Dates Are Out! | Stride School of Business
- [youtube_strideschoolofbusiness#cdc8f95b] This Is What Your Future at Stride Looks Like 🚀
- [youtube_strideschoolofbusiness#c4e8b706] AI Agents Will Replace Students Who Only Use ChatGPT
- [youtube_strideschoolofbusiness#41a207fb] Don't Pick a Business Degree Until You Know These 5 Things
- [youtube_strideschoolofbusiness#fc288e3a] AI Doesn't Make You 10% Better... It Makes You 10X Better

## 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=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=75, 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=112, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 85
- audience_updated_days_ago: 75

## AI retrieval
- indexing_requests: 10
- 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_strideschoolofbusiness
- Request removal: https://koinonlink.com/claim?k=youtube_strideschoolofbusiness
- Terms: https://koinonlink.com/for-ai