# Brock Mesarich | AI for Non Techies (@BrockMesarich) on youtube

- id: koinon:creator:youtube_brockmesarich
- url: https://koinonlink.com/kol/youtube/BrockMesarich
- schema_version: 1.4

## Identity
- platform: youtube
- handle: BrockMesarich
- platform_url: https://www.youtube.com/@BrockMesarich
- country: United States
- entity_type: creator
- person_id: koinon:person:youtube_brockmesarich

## Reach
- followers: 136000
- posts_observed: 1
- 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: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Claude workflows and skills, Free AI tools and models, No-code app and tool building, Anthropic updates and features, GitHub repos for AI enhancement
- bio: Helping Non-Techies Navigate the World of AI | [contact removed].

## Audience (inferred)
- status: present
- description: Non-techies, small business owners and solo operators who want to use advanced AI tools like Claude for productivity and workflows without any coding skills
- roles: general_ai
- seniority: practitioner
- pain_points: Overwhelmed by choosing and learning new AI tools constantly, Needing to handle design, video editing, app building or content tasks without technical skills, Juggling too many separate apps for daily operations, Wanting powerful AI capabilities without paying high subscription fees
- 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_brockmesarich#5bbd9207] Claude Cowork Now Keeps Working After You Close Your Laptop (https://www.youtube.com/@BrockMesarich)
- [youtube_brockmesarich#e75ee5a1] The Free Repo With 230,000 Stars That Upgrades Claude Code
- [youtube_brockmesarich#cda20769] The Free Local App That Designs Anything for You
- [youtube_brockmesarich#0c236d48] The Free AI Model That Ranks Among the Best in the World
- [youtube_brockmesarich#ec79ce26] Anthropic's Free Pack Turns Claude Into Your Whole Team
- [youtube_brockmesarich#783d6e1f] This AI Cuts Anything Out of a Video for Free
- [youtube_brockmesarich#6b5cdde3] The Unsettling Thing Anthropic Found Inside Claude
- [youtube_brockmesarich#15bb1438] The Former OpenAI CTO Just Gave Away a Massive AI Model

## 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=75, 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=75, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=75, 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=75, 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=75, 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=75, method=platform_profile

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

## AI retrieval
- indexing_requests: 14
- 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_brockmesarich
- Request removal: https://koinonlink.com/claim?k=youtube_brockmesarich
- Terms: https://koinonlink.com/for-ai