# Ali Abdaal (@aliabdaal) on tiktok

- id: koinon:creator:tiktok_aliabdaal
- url: https://koinonlink.com/kol/tiktok/aliabdaal
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: aliabdaal
- platform_url: https://www.tiktok.com/@aliabdaal
- website: go.aliabdaal.com/SummerReset_TT
- country: United Kingdom
- entity_type: creator
- person_id: koinon:person:tiktok_aliabdaal

## Reach
- followers: 393147
- following: 73
- posts_total: 1356
- posts_observed: 11
- 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: AI tools and productivity workflows, Financial freedom and entrepreneurship, Career advice and life decisions post-university, Typing speed, time-saving habits, and daily hacks, Book recommendations and personal development
- bio: 👨‍⚕️ Doctor-turned-Entrepreneur + Productivity Expert + YouTuber (6M+ Subs)
Join my Summer Reset workshop on July 4th ⬇️

## Audience (inferred)
- status: present
- description: Young adults, students, and early-career professionals interested in productivity, AI tools, career decisions, and building side income
- roles: general_ai
- seniority: learner
- pain_points: Struggling to choose a career path or decide between job vs travel/freedom after university, Feeling overwhelmed by AI tools and wanting practical ways to integrate them into daily work, Difficulty achieving financial independence or creating multiple income streams while studying/working, Balancing productivity with personal life, dating, or avoiding burnout in side projects
- posts_analysed: 100
- confidence: 0.9

## 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: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- 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.

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=n/a, 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=n/a, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=92, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- audience_updated_days_ago: 84

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