# Darryl Richardson (@cookedbyagi) on tiktok

- id: koinon:creator:tiktok_cookedbyagi
- url: https://koinonlink.com/kol/tiktok/cookedbyagi
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: cookedbyagi
- platform_url: https://www.tiktok.com/@cookedbyagi
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 34824
- following: 9
- posts_observed: 11
- 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: 0.8
- category_source: derived_from_recent_content
- topics: AI tools for content creation, side hustles and online income, personal development and mindset, real estate investing and passive income, social media growth strategies, viral TikTok trends and memes

## Audience (inferred)
- status: present
- description: Young digital creators and aspiring online entrepreneurs, mainly Gen Z and early millennials interested in AI tools, side hustles, and viral content trends
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to turn ideas into real income quickly, Feeling overwhelmed by the speed of AI and tech changes, Lack of clear, actionable steps to start making money online, Difficulty staying consistent with content creation due to burnout or low motivation
- 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: 51
- authenticity_basis: profile_shape_only
- credibility_score: 51
- 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
- [tiktok_cookedbyagi#1a99a29e] People are makin the weirdest stuff on Sora 😂 #marathon #weirdo #roth #sora (https://www.tiktok.com/@cookedbyagi)
- [tiktok_cookedbyagi#049bc988] original sound - cookedbyagi
- [tiktok_cookedbyagi#c78f30a8] Whether you’re running in London, taking on the virtual anywhere in the world or being part of a cheer squad to help someone over the finish line - join us using #Marathon.
- [tiktok_cookedbyagi#56cf5dd7] It is a becoming a big trend on TikTok now! Click here: marathon
- [tiktok_cookedbyagi#a96f8d1e] Check out Darryl Richardson’s video! #TikTok >
- [tiktok_cookedbyagi#e90727ac] Sam Altman randomly quit #primal #agi #samaltman
- [tiktok_cookedbyagi#40c0315e] Men used to go to war #Tech #techtok #weirdo #ai
- [tiktok_cookedbyagi#2f25ad99] Thanks to all who participated in the #Tech Post Contest! Check out the winner showcase here: https://vt.tiktok.com/ZMAbjKkKA/

## 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=6, 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=6, 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=6, method=platform_profile

## Freshness
- profile_checked_days_ago: 6
- 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=tiktok_cookedbyagi
- Request removal: https://koinonlink.com/claim?k=tiktok_cookedbyagi
- Terms: https://koinonlink.com/for-ai