# Daniel Faraday (@FaradayYouTube) on x

- id: koinon:creator:x_faradayyoutube
- url: https://koinonlink.com/kol/x/FaradayYouTube
- schema_version: 1.4

## Identity
- platform: x
- handle: FaradayYouTube
- platform_url: https://twitter.com/FaradayYouTube
- website: https://attentiongrow.com
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4151
- following: 1404
- posts_total: 3562
- posts_observed: 6
- posts_per_day: 0.87
- account_age_days: 4095
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00169
- best_post_interactions: 7
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: entertainment
- subcategory: mindset
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: YouTube algorithm insights, Channel strategy audits and scoring, Free tools for video recommendation tracking, Legal growth cheats using pop culture
- bio: Founder of AttentionLabs.
Building the largest personal-brands on YouTube, and sharing the lessons I learn.

## Audience (inferred)
- status: present
- description: YouTube creators and personal brand builders, mainly independent creators and small teams trying to grow their channels
- roles: content
- seniority: practitioner
- pain_points: Not knowing exactly where YouTube recommends their videos, Having weak or unclear YouTube growth strategies, Struggling to find free, accurate tools to analyze channel performance
- posts_analysed: 5
- confidence: 0.4

## 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: 68
- authenticity_basis: engagement_observed
- credibility_score: 68
- flagged_for_review: false
- koinon_bd_grade: A — 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
- [x_faradayyoutube#b2cb7714] Get these tattooed on your partners forehead. (https://twitter.com/FaradayYouTube/status/2061781888834875603)
- [x_faradayyoutube#e3ff0f22] This feels like cheating. It can see EXACTLY where YouTube is recommending your videos within your niche. And you don't even need to enter a credit card. It's completely free.
- [x_faradayyoutube#f87fc5a0] Not ONE person has scored over 40/100 yet. This will make you realise how bad your YouTube strategy is. I only got 37. Try it for yourself. https://t.co/Wvhr0PsY2t
- [x_faradayyoutube#07a1f1db] This is DEFINITELY an under-stated YouTube cheat. YouTube is one of the only industries where you can LEGALLY exploit copyrighted characters and pop-culture symbols. This is stupidly effective for sparking associated emotions, to win clicks. Logos, faces, keywords, symbols. Abuse
- [x_faradayyoutube#88a5ebd3] I just found this *free* tool that tells you exactly where your channel sits in the YouTube algorithm... You don't even need to enter a credit card. Check it out: https://t.co/Vyo0uyUCHv https://t.co/LsfUNfApu3
- [x_faradayyoutube#7971e6a0] This

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=110, 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=0.5, freshness_days=78, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

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