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貝殼貝克PickBack 貝殼貝克PickBack是一家專注於不動產債權的資金互助平台，致力於為借款人和投資人搭建安全透明的資金交流橋樑。平台主要針對台北市/新北市雙北地區，審核具備不動產抵押的借款人，並透過法院公證確認債權，
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SEO Insights & Research

透過可思科技的新知分享，帶給你最即時的網站架設與 SEO 的趨勢分析
03
2026/02
03
2026/02
Self-Hosting SEO Content Production & AI Automation on a Mac mini M4: Clawdbot, Token Costs, Cloud vs Local, and Practical Ways to Save Money

Recently, there’s been a clear trend of using a Mac mini (M4) to self-host AI—especially for two kinds of work: SEO content production and automation workflows. The motivation is simple: you don’t want every blog post or every batch job to rack up cloud usage charges based on tokens. Instead, you’d rather turn your cost into a one-time hardware investment and keep output steady.

SEO Expert & Consultant Passion Vince Wu
Self-Hosting SEO Content Production & AI Automation on a Mac mini M4: Clawdbot, Token Costs, Cloud vs Local, and Practical Ways to Save Money
03
2026/02
03
2026/02
What Does AI Search Look For? How It Differs from Traditional SEO + An AI-First Content Structure Breakdown

Want to understand what AI search actually looks for—beyond old-school keyword stuffing? This article explains the difference between semantic search and traditional SEO from an AI perspective, and breaks down how to design titles, paragraphs, tables, and FAQs in practice—so your content works for both human readers and new search gateways like AI assistants, AI Overviews, and ChatGPT.

SEO Expert & Consultant Passion Vince Wu
What Does AI Search Look For? How It Differs from Traditional SEO + An AI-First Content Structure Breakdown
02
2025/12
02
2025/12
Advanced SEO Terms Explained: TF/CF, Spam Score, and Anchor Text Types

In the previous article, we talked about concepts like Backlinks, Ref Domains, Sitewide Links, and PBNs.
In this one, we’ll take a step further and explain a few more common—but often over-complicated—terms:
TF / CF (Trust Flow / Citation Flow)
Spam Score
Anchor text types and their risks
Understanding these metrics helps you better judge a website’s “link quality” and see whether your SEO work is walking on solid ground or heading toward a penalty.

SEO Expert & Consultant Passion Vince Wu
Advanced SEO Terms Explained: TF/CF, Spam Score, and Anchor Text Types
02
2025/12
02
2025/12
Essential SEO Terms for Beginners: What Are PBN, Ref Domains, and Sitewide Links?

When you start doing SEO, you’ll often hear people say things like:“The Ref of this site is very high.”“There are tons of sitewide links over there.”We can use a PBN to boost the rankings.”

SEO Expert & Consultant Passion Vince Wu
Essential SEO Terms for Beginners: What Are PBN, Ref Domains, and Sitewide Links?
03
2026/02
03
2026/02
What Are Content Chunks? Chunk vs Section Explained for AI SEO, SGE, and RAG Content Strategy

Curious whether content chunks help with AI SEO? This article explains the difference between chunks and sections, and shows how to structure your content for SGE, AI summaries, and RAG retrieval so your pages are easier for AI to understand and reuse as direct answers.

SEO Expert & Consultant Passion Vince Wu
What Are Content Chunks? Chunk vs Section Explained for AI SEO, SGE, and RAG Content Strategy
03
2026/02
03
2026/02
The New Era of SEO: Why Old Websites Still Get AI Recommendations (2026 Insights)

AI-driven recommendations are reshaping SEO in 2026. Learn why older local websites with minimal optimization still rank higher — and how new brands can build AI trust through content, credibility, and long-term presence.

SEO Expert & Consultant Passion Vince Wu
The New Era of SEO: Why Old Websites Still Get AI Recommendations (2026 Insights)
15
2025/01
15
2025/01
SEO優化是什麼?SEO優化怎麼做?如何制定成功的B2B SEO策略？

今天，我們就來聊聊B2B的SEO策略，尤其是針對SaaS企業如何運用SEO來實現業務增長。如果我們正在為自己的網站流量發愁，或者對於如何吸引高品質的商業客戶毫無頭緒，那麼這篇文章絕對不能錯過！

SEO優化
SEO Expert & Consultant Passion Vince Wu
SEO優化是什麼?SEO優化怎麼做?如何制定成功的B2B SEO策略？
08
2025/02
08
2025/02
seo點擊軟體價格多少?業界唯一公開黑帽價格，seo費用解析!

在 SEO 世界中，點擊率是影響網站排名的重要因素之一，這讓一些人將目光投向了 SEO 點擊軟體同時也想了解價格，一種透過模擬假流量來提升網站點擊率的工具。然而，這種屬於黑帽 SEO 的手法不僅違反搜尋引擎規則，還可能為網站帶來長期的負面影響。本文將深入探討 SEO 點擊軟體的價格結構、運作方式、隱藏風險以及其對網站的潛在影響，幫助您在面對這類工具的誘惑時，做出明智的決策，選擇正規且可持續的 SEO 策略。

seo點擊軟體價格
SEO Expert & Consultant Passion Vince Wu
seo點擊軟體價格多少?業界唯一公開黑帽價格，seo費用解析!
07
2024/08
07
2024/08
SEO中Exact Match是什麼

在 SEO 中，Exact Match（精確匹配）是指錨文本或關鍵字完全匹配你希望在搜尋引擎中排名的特定關鍵詞短語。這意味著錨文本中的字詞和順序完全與目標關鍵字相同。

SEO Expert & Consultant Passion Vince Wu
SEO中Exact Match是什麼
13
2024/05
13
2024/05
SEO優化中，內部連結到底要做多少才是正常的？

在SEO（搜尋引擎最佳化）的策略中，內部連結的使用是一項重要的元素。內部連結有助於提高網站的可導覽性，增加頁面的權威性，並幫助搜尋引擎更好地理解網站結構。不過，內部連結的使用方式也需謹慎考量：

SEO Expert & Consultant Passion Vince Wu
SEO優化中，內部連結到底要做多少才是正常的？