# Pre Tutorials - AI Marketing (@pretutorials) on youtube

- id: koinon:creator:youtube_pretutorials
- url: https://koinonlink.com/kol/youtube/pretutorials
- schema_version: 1.3

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

## Reach
- followers: 28100
- posts_observed: 101
- 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: software
- subcategory: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI视频生成与爆款短视频制作, YouTube自动化与内容工厂, 免费AI工具推荐与实操教程, 数字营销策略（LTV、高客单）, AI工具横向对比与趋势, 心态与成功心法
- bio: Welcome to Pre Tutorials — AI Marketing Institute | Founder: Ravee Verma India's most complete Digital Marketing + AI skill ...

## Audience (inferred)
- status: present
- description: Digital marketing beginners, content creators, and online entrepreneurs in India looking to monetize YouTube/short videos with AI
- roles: content, general_ai
- seniority: learner
- pain_points: Don't know which free or low-cost AI tools actually work in 2025, Lack editing skills but want to quickly create viral short videos/ASMR content, Struggle after starting Shopify or affiliate marketing, unsure of the right path forward, AI tool subscriptions are too expensive—want one tool or a free alternative to replace multiple paid ones
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 50
- authenticity_basis: profile_shape_only
- credibility_score: 50
- 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_pretutorials#7bc1b5cf] बार-बार Career बदलने की बड़ी गलती #digitalmarketing (https://www.youtube.com/@pretutorials)
- [youtube_pretutorials#9d774c59] COURSE FEES | PRETUTORIALS VS OTHER TUTORS #digitalmarketing #aimarketing
- [youtube_pretutorials#9f5d7fad] Learn AI Marketing. Build Systems. Become Independent. 🔥 | PreTutorials
- [youtube_pretutorials#9937add8] PRETUTORIALS – NEW BATCH STARTING 10 AUGUST 🚀
- [youtube_pretutorials#f209f20e] Digital Marketing सीखने के बाद Clients कैसे मिलेंगे? | Stop Chasing Clients!
- [youtube_pretutorials#adabee51] 30+ की Age में Career Restart कैसे करें? #CareerRestart #Housewife #DigitalMarketing
- [youtube_pretutorials#26855e8a] Mr. Heerendra Singh | Student Success Story | How I Grew My Business with Digital Marketing
- [youtube_pretutorials#984df5e4] UNEMPLOYEMENT AND EDUCATION SYSTEM #career #digitalmarketing

## 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=35, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=35, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=35, 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: 35

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