Apr 27, 2026 | GEO Intelligence
什麼是GEO中毒？ GEO中毒指惡意或意外資訊污染 AI 引擎，導致品牌形象受損或被隱形。就像 SEO 黑帽手法注入垃圾連結，GEO 中毒會迫使模型引用錯誤或負面來源。 GEO中毒如何發生 內容泛濫：競爭對手大量發布相似文，以量壓制。 資訊過時：模型抓取舊資料，忽略你最新聲明。 引用源操控：黑帽團隊建立假權威站。 評論洗版：負面評論被視為可信引用。 跨語言污染：一語種謠言在另一語種被放大。 中國AI平台的脆弱性 DeepSeek 與 Kimi 依賴小紅書等 UGC 作為信任信號。Tocanan 發現，奢華手錶品牌 A 在 48...
Apr 27, 2026 | GEO Intelligence
What Is GEO Poisoning? GEO poisoning is the contamination of AI training data and source material that causes AI platforms to misrepresent, demote, or ignore brands in their answers. Think of it as reputation sabotage for the AI era. When Google’s algorithm was...
Mar 21, 2026 | GEO Intelligence
Chinese AI platforms — DeepSeek, Kimi, Baidu Ernie, Doubao, and Xiaohongshu’s AI features — collectively serve hundreds of millions of users. Most Western brands have zero visibility into how these platforms represent them. Key Takeaways Chinese AI platforms —...
Mar 21, 2026 | GEO Intelligence
Key Takeaways SEO optimises for Google’s link index. GEO optimises for AI synthesis. They address fundamentally different discovery mechanisms — not just different channels. 60% of searches end without a click (zero-click). The discovery layer has moved from...
Mar 21, 2026 | GEO Intelligence
Every time someone asks ChatGPT “What’s the best CRM for small businesses?” or Perplexity “Which cybersecurity firms should I evaluate?” — an AI platform makes a brand recommendation. Not a ranking. A recommendation. Key Takeaways AI platforms don’t rank pages — they...
Mar 21, 2026 | GEO Intelligence
Key Takeaways GEO (Generative Engine Optimization) determines which brands AI platforms name in their answers 60% of searches now end without a click — AI answers replace traditional search results Tocanan covers both Western and Chinese AI platforms — a provider...
Nov 17, 2025 | Insights, Social Media Listening
Here you’ll find direct links to AI-native tools across eight categories. Feel free to click and try any tool that interests you — a simple, quick way to explore AI-native platforms from China and international markets. AI Assistant >> CHINA Deepseek Dola Kimi...
Jul 21, 2025 | Insights, Social Media Listening
On 12 June 2025, Air India Flight AI‑171, a Boeing 787‑8, crashed shortly after take‑off from Ahmedabad, killing almost everyone aboard. Beyond the human tragedy, the event created a communications maelstrom: social‑media feeds exploded with grief, speculation and...
May 28, 2025 | Insights, Social Media Marketing
Introduction – The Hype of 《种草》: If you’ve heard the buzz about “planting grass” (种草) in marketing, you’re not alone. It’s the centerpiece of a recent book 《种草》 – co-authored by Xiaohongshu’s marketing lab with none other than Philip Kotler lending theoretical support...
