# AK (@darkseoking) on threads

- id: koinon:creator:threads_darkseoking
- url: https://koinonlink.com/kol/threads/darkseoking
- schema_version: 1.4

## Identity
- platform: threads
- handle: darkseoking
- platform_url: https://www.threads.net/@darkseoking
- website: http://akseolabs.com
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 21649
- posts_observed: 1
- verified: false
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00744
- best_post_interactions: 161
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: Technical SEO best practices, AI integration in SEO, Ethical SEO and industry integrity, SEO experimentation and testing frameworks, GEO and AI tool impact on search ranking
- bio: INFP SEOer
不收徒，不賣課
除了商業邀約，I人真的不愛回覆訊息，想討論的話留言區找得到我。
帳號目標致力於毀滅低端SEO，讓行業變得更美好
有時分享SEO，有時分享AI，有時碎碎念
目前只經營Threads這一個號。其他社交帳號都不是我。
哪天帳號被封了就江湖有緣再會。
合作SEO⬇⬇⬇⬇

## Audience (inferred)
- status: present
- description: SEO practitioners and advanced SEO enthusiasts focused on technical SEO, AI integration in SEO, and ethical industry practices
- roles: seo_geo
- seniority: practitioner
- pain_points: Struggling with low rankings for new sites despite consistent content publishing, Frustrated by misinformation spread by popular SEO influencers without fact-checking, Overwhelmed by the rapid pace of AI-driven changes in search algorithms and tools, Distracted by low-quality SEO content and 'SEO noise' from unverified sources
- posts_analysed: 5
- 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: 62
- authenticity_basis: engagement_observed
- credibility_score: 62
- 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
- [threads_darkseoking#ffb10d17] 大家好，我前陣子說要舉辦的免費SEO講座確定下來了。 更好的消息是，我要把這個講座升級成一個免費私密的SEO社群。 跟大家正式介紹一下，AK練肖威的子社群「SEO共研社」。而第一期只找最多30個人，跟我一起進行一場90天的SEO實驗。 (https://www.threads.com/@darkseoking/post/DaUmaa9E7sQ)
- [threads_darkseoking#ef3eee56] 突然發現ChatGPT Site在Google沒什麼排名，ChatGPT跟Copilot等GEO引用卻一起上升。 今天是[30天30個有趣SEO小知識 Day 26] 最近在研究ChatGPT新出的Site功能，既然是基於子域名，應該就可以做為SEO寄生蟲一種去使用，但是以ChatGPT Site發布一個月的在Ahrefs的成績看起來，Google排名不怎麼樣，但是值得注意的是Chatgpt引用跟Copilot引用都在漲，這還不能證明有特權。真正值得測的是，在相同關鍵字和內容條件下，ChatGPT Site作為內部ChatGPT的產物是否比一般新網域更容
- [threads_darkseoking#919ea58d] [30天30個有趣SEO小知識 Day 25] 我這兩天才發現，台灣跟香港有些SEO KOL在分享新技術的時候，根本沒有先做事實查核。 今天早上看到有位朋友留言，問我Google提出的新概念OKF會幫助AI優先爬取這些網站，為甚麼我都沒有在文章提過。我還覺得奇怪，一個知識庫標準有甚麼好在SEO文章提到的。 結果我一查才發現，某些SEO KOL居然把這套知識庫跟SEO綁定，還說這是AI爬取網站的新標準，甚至宣稱未來AI會優先爬取帶有OKF文件的網站。 蠻離譜的，因為OKF的官方文件根本沒有說過這件事。
- [threads_darkseoking#27dea756] [30天30個有趣SEO小知識 Day 24] 新網站最浪費錢的做法，就是 Google 還看不懂你是誰，你就急著每天發文章。 我現在拿到一個新站，第一件事根本不是叫他先發文章，而是先跑 3 個「理解成本測試」。這三個沒過，文章發越多，只是在把混亂做大。
- [threads_darkseoking#a7c8ea91] 分享一個熱騰騰的羊毛！ 知名雲端運算平台 Modal 昨天正式推出自己的 K

## 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=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=79, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 79
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 6
- user_triggered_requests: 1
- last_user_triggered_day: 2026-10-12
- 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=threads_darkseoking
- Request removal: https://koinonlink.com/claim?k=threads_darkseoking
- Terms: https://koinonlink.com/for-ai