# Alicia Lyttle (@AliciaLyttle) on youtube

- id: koinon:creator:youtube_alicialyttle
- url: https://koinonlink.com/kol/youtube/AliciaLyttle
- schema_version: 1.3

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

## Reach
- followers: 193000
- posts_observed: 221
- 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: 0.97
- category_source: derived_from_recent_content
- topics: AI无代码视频与特效制作, ChatGPT/Claude实用更新与提示技巧, AI命令中心与业务自动化, 病毒营销内容与钩子创作, 无代码建站/建App, AI在房地产、设计等垂直场景的应用
- bio: Learn practical AI strategies that actually work — no tech degree required. Join my FREE AI Business Summit: ...

## Audience (inferred)
- status: present
- description: non-technical small business owners, content creators, and marketers who want to use AI for videos, content, and business tools without learning to code
- roles: content
- seniority: practitioner
- pain_points: can't code but need to quickly create professional videos and visual content, spend too much time daily on presentations, hook copy, and marketing assets, don’t know how to apply tools like ChatGPT/Claude to real-world business workflows, want to ride trending topics for viral reach but lack actionable AI strategies
- 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_alicialyttle#b5524895] Your Business Has You On Call 24/7? AI Can Help (https://www.youtube.com/@AliciaLyttle)
- [youtube_alicialyttle#7cc77873] AI Agents LIVE Day ONE… and They’re Already Building 🤖🔥
- [youtube_alicialyttle#bdf06548] Set the Standard For Your AI Tools
- [youtube_alicialyttle#17a4832c] The Secret to Building Smarter AI Agents
- [youtube_alicialyttle#e03d9768] POV: When the Bathroom Becomes Your Office 😂
- [youtube_alicialyttle#6831a947] The First Step to Building Your AI Clone
- [youtube_alicialyttle#bf379834] 52 Ways to Put Your AI Clone to Work
- [youtube_alicialyttle#7dcdb3e1] Build at the Speed of AI - FREE BOOTCAMP

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