案例Case Studies

我们先在自己客户身上跑通。We prove it on our own clients first.

AIGEO 不靠承诺,靠可复测的数据。下面是全程公开化的 0% 起步样板。AIGEO runs on measurable data, not promises. Here's a fully transparent 0%-baseline template.

案例 #1 · 包材厂Case #1 · Packaging

妍创包装 Vella · 从 0% 起步Vella Packaging · starting at 0%

120
次实测
8问×3平台×5轮
runs
8q×3×5
0%
基线出现率baseline rate
0
幻觉域名
数据干净
hallucinated domains
8
篇问法指南
已上线
guides shipped

起点:8 个海外买家真实问法 × 三大 AI × 5 轮复测 = 120 次实测,出现率 0%、零幻觉——最干净的零起点。
动作:已上线 8 篇买家问法原生指南(每篇含直答框 + Article/FAQ 结构化数据)+ llms.txt + sitemap;修复站内信息一致性;攻占 B2B 目录、争取进行业榜单。
打法:先吃 Perplexity / Gemini 的快钱(榜单 + 官网知识化),再用社区口碑铺 ChatGPT 的长线。全程公开化,作为 COSGEO 方法论的活样板。
Start: 8 real buyer questions × 3 AIs × 5 rounds = 120 runs, a clean 0% baseline, zero hallucinations.
Actions: shipped 8 buyer-question guides (TL;DR + Article/FAQ schema), llms.txt, sitemap; fixed site consistency; began winning directories and lists.
Play: capture Perplexity/Gemini fast (lists + citable site), then build ChatGPT's long game via community — fully transparent, as a living template.

行业洞察(实测)Industry insight

这套打法背后的真实数据The real data behind the play

同一批实测还沉淀出整个赛道的信源生态与竞品格局,指导每个客户的攻占顺序。The same tests map the whole category's source ecosystem and rival landscape — guiding every client's plan.

📚

信源生态Source ecosystem

made-in-china、Top 榜单博客、厂商官网、Reddit——AI 答案的来源清晰可攻。Directories, Top-N blogs, factory sites, Reddit — clear, attackable sources.

🏆

竞品赢家池Rival winners

被 AI 反复点名的同行名单——这就是你要挤进去的池子。The names AI repeats — exactly the pool to break into.

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分平台路线Per-platform routes

Perplexity 先打、Gemini 跟上、ChatGPT 长线——节奏可规划。Perplexity first, Gemini next, ChatGPT long — a plannable cadence.

下一个样板,
可以是你的工厂
The next case
can be your factory

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