# William AI (@wiliam23820a) on x

- id: koinon:creator:x_wiliam23820a
- url: https://koinonlink.com/kol/x/wiliam23820a
- schema_version: 1.4

## Identity
- platform: x
- handle: wiliam23820a
- platform_url: https://twitter.com/wiliam23820a
- country: Australia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2533
- following: 74
- posts_total: 8954
- posts_observed: 15
- posts_per_day: 10.304
- account_age_days: 869
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.04145
- best_post_interactions: 105
- 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: software
- subcategory: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI-powered email automation, Freelancing success strategies, Personal productivity with AI tools, Building a freelance portfolio, High-income skill development
- bio: Exploring AI, creativity & the digital future 🚀Helping you earn & grow with smart tools 🤖Daily AI tips | Websites Automation
DM for collaboration 📩

## Audience (inferred)
- status: present
- description: Freelancers and solopreneurs looking to grow their income using AI tools and automation, especially those focused on personal productivity and digital side hustles
- roles: automation
- seniority: practitioner
- pain_points: Struggling to manage email overload and daily tasks efficiently, Having difficulty finding the first client or building credibility as a freelancer, Feeling stuck in low-income or inconsistent work without clear skill direction
- posts_analysed: 4
- confidence: 0.4

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

## Quality signals
- authenticity_score: 71
- authenticity_basis: engagement_observed
- credibility_score: 71
- 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_wiliam23820a#56c21ec8] If you want a flat stomach, fix your cortisol ASAP. I switched my approach a month ago and I'm super pissed I didn't start sooner. Here's what actually got rid of belly fat: (https://twitter.com/wiliam23820a)
- [x_wiliam23820a#7fed2405] 🚨 BREAKING: CHATGPT CAN NOW RUN YOUR INBOX LIKE A FULL TIME EXECUTIVE ASSISTANT. FOR FREE. Here are 7 prompts to clear it before your coffee goes cold:👇 Start here. This brief turns ChatGPT into your assistant.
- [x_wiliam23820a#e42f4c88] That's a wrap!🤍 If you enjoyed this thread: 1. Follow me @wiliam23 for more of these. 2. RT the tweet below to share this thread with your audience.
- [x_wiliam23820a#c6d5c181] 🚀 Freelancing isn't about luck—it's about building the right skills. Choose a high-income skill. Build a portfolio. Find your first client. Deliver outstanding work. Repeat. 💼 The best time to start was yesterday. The second-best time is today. Follow for more freelancing, AI &

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=81, 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=81, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=81, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 81
- audience_updated_days_ago: 21

## AI retrieval
- indexing_requests: 9
- 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_wiliam23820a
- Request removal: https://koinonlink.com/claim?k=x_wiliam23820a
- Terms: https://koinonlink.com/for-ai