# Presume Overseas Education (OPC) PVT. LTD. (@presumeoverseas) on youtube

- id: koinon:creator:youtube_presumeoverseas
- url: https://koinonlink.com/kol/youtube/presumeoverseas
- schema_version: 1.4

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

## Reach
- followers: 1860
- 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: 0.9
- category_source: derived_from_discovery_path
- topics: Study abroad opportunities in Italy, Work and study visas for Europe, Free education options in Europe, University recommendations in Germany and Italy, Visa application process for international students, Career prospects after studying abroad
- bio: Are you planning to study abroad ? In this video, we explain the complete process to study in Italy for Indian students, ...

## Audience (inferred)
- status: present
- description: Indian students and young professionals planning to study or work abroad, especially in Italy, Germany, Norway, and Malta
- roles: general_ai
- seniority: learner
- pain_points: Uncertainty about visa requirements and documentation process, Lack of clear guidance on free or low-cost study options abroad, Difficulty understanding work permit eligibility in target countries, Confusion between studying in different countries like USA vs Canada
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 35
- authenticity_basis: profile_shape_only
- credibility_score: 35
- 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_presumeoverseas#2a3bef17] Study in Italy 🇮🇹 for FREE (https://www.youtube.com/@presumeoverseas)
- [youtube_presumeoverseas#e2f6effb] Your Dream Study Abroad Journey Starts Here | Presume Overseas Official Promo 🌍✈️
- [youtube_presumeoverseas#c862c33f] 🎬 Apple Academic Developer Program – Study & Work in Italy! 🍏
- [youtube_presumeoverseas#7b5a901c] Norway Work Permit | Few Seats Remaining | High Salary, Free Accommodation & Strong Economy
- [youtube_presumeoverseas#2de0cd2b] India Young Professionals Scheme visa..
- [youtube_presumeoverseas#5a1df5b6] Happy Anniversary to Presume Overseas Education! 🎉🌟🎓
- [youtube_presumeoverseas#254d3e66] Malta Work Permit
- [youtube_presumeoverseas#267498f9] Corporate Big Boss 👁️

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