# NeetCode (@NeetCode) on youtube

- id: koinon:creator:youtube_neetcode
- url: https://koinonlink.com/kol/youtube/NeetCode
- schema_version: 1.4

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

## Reach
- followers: 1110000
- posts_observed: 4
- verified: false
- size_tier: kol

## 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: devtools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: LeetCode算法与数据结构, 技术面试准备, AI对编程的影响, 软件工程最佳实践, 编程职业与行业思考
- bio: Preparing for technical interviews? Checkout neetcode.io.

## Audience (inferred)
- status: present
- description: software engineers, CS students, and job seekers, primarily preparing for technical interviews and learning algorithms and data structures
- roles: dev
- seniority: practitioner
- pain_points: failing algorithm questions in technical interviews, not knowing how to systematically learn data structures and algorithms, AI tools make coding easier but worry about becoming less skilled, confusion around coding standards, code quality, and career growth in the workplace
- posts_analysed: 48
- confidence: 0.75

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

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_neetcode#7b1e569e] Why did SpaceX acquire Cursor? (https://www.youtube.com/@NeetCode)
- [youtube_neetcode#cf3f65a1] Why is Google behind in the AI race?
- [youtube_neetcode#4bfde628] What happens when AI builds itself?
- [youtube_neetcode#ad685a18] Even "Experts" Get Stuff Wrong
- [youtube_neetcode#6744678f] Taking Shortcuts Is a Slippery Slope
- [youtube_neetcode#3a1b360e] Did AI Really Skyrocket the U.S. Economy?
- [youtube_neetcode#2cdca9d6] Should Chinese Models be Allowed in the US?
- [youtube_neetcode#b653e797] Gartner Hype Cycle for AI

## 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=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=84, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=79, 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=56, 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=79, 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=79, method=platform_profile

## Freshness
- profile_checked_days_ago: 79
- content_analysed_days_ago: 56
- audience_updated_days_ago: 84

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