# AIZI (@manlikeaizi) on x

- id: koinon:creator:x_manlikeaizi
- url: https://koinonlink.com/kol/x/manlikeaizi
- schema_version: 1.4

## Identity
- platform: x
- handle: manlikeaizi
- platform_url: https://twitter.com/manlikeaizi
- website: https://aiziza.com
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1168
- following: 941
- posts_total: 15007
- posts_observed: 1
- posts_per_day: 12.211
- account_age_days: 1229
- verified: true
- size_tier: nano

## 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: lifestyle
- subcategory: home_living
- category_confidence: 0.6
- category_source: derived_from_recent_content
- topics: web design best practices, conversion-focused website development, learning paths for self-taught developers, creative front-end coding, design system building, Awwwards-recognized projects
- bio: Creative Web Designer & Developer | Software Engineer | I design websites that attract, engage, and convert | Founder @theaiziza | Building @aikidotcom

## Audience (inferred)
- status: present
- description: Web designers and developers, especially those building creative, conversion-focused websites
- roles: design
- seniority: practitioner
- pain_points: Struggling to find effective design patterns for high-converting websites, Frustrated by lack of clear learning paths in web development, Overwhelmed by unnecessary animations and design bloat
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 46
- authenticity_basis: profile_shape_only
- credibility_score: 46
- 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
- [x_manlikeaizi#faa4c4cd] Our Order & Chaos project has picked up WD Awards Web Design of the Day and an Awwwards Honorable mention... so far https://t.co/MMFNPpzuKM (https://twitter.com/manlikeaizi/status/2073488666614235547)
- [x_manlikeaizi#928aacac] Happy new week/month lads🕺 May we bag huge gigs this week🙌 https://t.co/836aA4woD8
- [x_manlikeaizi#546f4c2e] Word of wisdom to my vibe coding bros: Not every section needs a fade in animation😑
- [x_manlikeaizi#1ed53678] Order & Chaos - Sample 094 https://t.co/MebpnbPj4p https://t.co/Khz8Cg7dci
- [x_manlikeaizi#069f3056] HR section for the new AIKI website💯 https://t.co/YJfyRlfz41
- [x_manlikeaizi#6abdfc25] Today is Friday! QT this with your best work from this week💯 https://t.co/ezmkoCzpsl
- [x_manlikeaizi#7e253515] For those willing... https://t.co/ZuCYHt0rXO
- [x_manlikeaizi#09dc5700] One of the worst things that can happen to a man is learning without structure/guidance. I had no course, mentor or learning path. Just had to figure it out as I went🤧

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, 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=0.25, freshness_days=80, 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: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 8
- 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_manlikeaizi
- Request removal: https://koinonlink.com/claim?k=x_manlikeaizi
- Terms: https://koinonlink.com/for-ai