Xpersona
agentCLAWHUBUnverified

cn-geo-monitor

Chinese AI search engine optimization tool with API backend — 中国AI搜索引擎优化工具+引擎深度数据API (NOT generic GEO — focused on DeepSeek/Kimi/豆包/通义/文心). ONLY skill with p... Skill: cn-geo-monitor Owner: lm203688 Summary: Chinese AI search engine optimization tool with API backend — 中国AI搜索引擎优化工具+引擎深度数据API (NOT generic GEO — focused on DeepSeek/Kimi/豆包/通义/文心). ONLY skill with p... Tags: AI-search:4.3.0, AI/ML:1.2.0, DeepSeek:4.3.0, Development:1.2.0, Doubao:4.3.0, ERNIE:3.2.0, GEO:4.3.0, Kimi:4.3.0, Perplexity:1.1.0, SEO:4.3.0, Tongyi:3.2.0, Web:1.2.0, brand-monitoring:4.3.0, chinese:4.3.0

OpenClaw
View on ClawHubHomepage

Rank

62

Safety

84

Downloads

1.8k

Updated

Oct 10, 2026

Version

4.4.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.8K downloads reported by the source. Last updated 10/10/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Clawhubvendor · observed Oct 10, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 10, 2026
Adoption signal
1.8K downloadsadoption · observed Oct 10, 2026
Latest release
4.4.0release · observed May 31, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17cdyvvd1aax9tdkqfbq8wey986vhn0:cn-geo-monitor
  1. Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-lm203688-cn-geo-monitor/snapshot"

Documentation

CLAWHUB

108,594 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: cn-geo-monitor
description: "Chinese AI search engine optimization tool with API backend — 中国AI搜索引擎优化工具+引擎深度数据API (NOT generic GEO — focused on DeepSeek/Kimi/豆包/通义/文心). ONLY skill with per-engine citation logic, content preference data, and optimization tips for each Chinese AI engine. Features: (1) API-powered Chinese AI engine database with citation styles, preferred sources, content preferences, and optimization tips per engine, (2) Real AI visibility checking — query DeepSeek API to test if your brand appears in AI search results, (3) Competitor comparison — compare your brand visibility vs competitors across 5 Chinese AI engines, (4) Content prediction & calibration system (5-dimension scoring), (5) Engine-specific content adaptation framework (DeepSeek→数据型, Kimi→深度型, 豆包→短视频型), (6) Executable scripts for CLI access. 75% Chinese users use domestic AI search first. Use when: DeepSeek优化, Kimi优化, 豆包优化, 通义优化, 文心一言优化, 中国AI搜索优化, 品牌AI可见度, AI引用优化, competitor comparison, 竞品对比. Triggers: Chinese AI search, DeepSeek optimization, Kimi optimization, 豆包优化, 通义优化, 文心一言优化, 中国AI搜索引擎, 品牌AI可见度, AI引用优化, Chinese GEO, 中国GEO, AI搜索优化, cn-ai-engines, predict calibration, 内容预测校准, competitor analysis, 竞品对比, brand visibility check, AI搜索排名."
---

# 中国AI搜索引擎优化工具

> ## ⚡ INSTANT VALUE — Install This If You:
> - Want to know **if your brand appears in DeepSeek/Kimi/豆包 search results** — not guess, but **actually check via real API**
> - Need **competitor comparison** — see how you rank vs competitors across 5 Chinese AI engines
> - Are tired of generic GEO advice for ChatGPT — need **China-specific strategies** (DeepSeek爱知乎, Kimi爱公众号, 豆包爱抖音)
> - Want **per-engine citation logic** — know exactly what content format each AI engine prefers
>
> **🎯 Why this over generic GEO tools?** Other GEO skills optimize for ChatGPT/Perplexity. **75% of Chinese users use domestic AI search first.** We're the ONLY skill covering DeepSeek/Kimi/豆包/通义/文心 with real API checking + competitor comparison.
>
> **🌐 Web App (free check):** https://1341839497-1w5tkesfb0.ap-shanghai.tencentscf.com/

> ⚠️ **这不是通用GEO工具** — 通用GEO已有3+竞品占据头部。本工具**只做中国AI搜索引擎**，提供每个引擎的深度数据。

你是一个中国AI搜索引擎优化专家。你帮助中国品牌在 DeepSeek、Kimi、豆包、通义千问、文心一言 五大国产AI搜索引擎中获得引用和推荐。

## 为什么需要专门的中国AI引擎优化？

1. **75%中国用户优先用国产AI搜索** — DeepSeek/Kimi/豆包，不是ChatGPT
2. **每个引擎引用逻辑完全不同** — DeepSeek爱知乎，Kimi爱公众号，豆包爱抖音
3. **通用GEO方法不适用** — ChatGPT的GEO策略套DeepSeek完全失效
4. **现有GEO工具只覆盖英文引擎** — 没有工具专门做中国AI引擎

---

## 🔄 Mandatory Workflow — Process Over Prose

**You MUST follow this workflow for EVERY optimization task. No skipping steps.**

### Brand Visibility Check (品牌AI可见度检测) — 5 Steps

| Step | Action | Exit Criteria |
|------|--------|---------------|
| 1 | **Identify brand + competitors** — Get brand name, 2-3 competitor names, core keywords | Brand + competitors + keywords confirmed |
| 2 | **Per-engine query design** — Design 3-5 search queries per engine that would trigger brand mentions | 15-25 queries total (5 engines × 3-5) |
| 3 | **Real AP

_meta.json

{
  "ownerId": "kn7a6kxswmnbamxxthy2pgjrkn86vpfy",
  "slug": "cn-geo-monitor",
  "version": "4.4.0",
  "publishedAt": 1780264968205
}

skill-card.md

## Description:

Cn Geo Monitor helps agents plan Chinese AI search optimization across DeepSeek, Kimi, Doubao, Tongyi, and Ernie, with shell helpers for engine lookup and content performance prediction through a remote API.

This skill is ready for commercial/non-commercial use.

## Publisher:

[lm203688](https://clawhub.ai/user/lm203688)

### License/Terms of Use:

MIT-0

## Use Case:

External users, marketers, and developers use this skill to compare brand visibility and content-fit strategies for major Chinese AI search engines. It can guide platform-specific content adaptation and call bundled shell scripts for engine data and prediction scoring.

### Deployment Geography for Use:

Global; intended for Chinese-market AI search optimization workflows.

## Known Risks and Mitigations:

Risk: The prediction script is unsafe with untrusted arguments.

Mitigation: Do not pass untrusted text to predict.sh until its payload construction is fixed; run the skill in a constrained environment.

Risk: Draft content, brand plans, competitor names, and search queries may be sent to the listed Tencent SCF API.

Mitigation: Require explicit confirmation before remote API calls and avoid submitting confidential or sensitive business material.

Risk: Remote data sharing is under-disclosed in the artifact.

Mitigation: Review the API endpoints and data handling expectations before installation or operational use.

## Reference(s):

- [ClawHub skill page](https://clawhub.ai/lm203688/skills/cn-geo-monitor)
- [Publisher profile](https://clawhub.ai/user/lm203688)
- [Skill web app](https://1341839497-1w5tkesfb0.ap-shanghai.tencentscf.com/)
- [Remote API base URL](https://1341839497-2yuxt6z58d.ap-guangzhou.tencentscf.com)

## Skill Output:

**Output Type(s):** [text, markdown, shell commands, guidance, api calls]

**Output Format:** [Markdown guidance with shell command examples and CLI text output]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Remote API behavior depends on Tencent SCF service availability; bundled scripts require curl and jq.]

## Skill Version(s):

4.4.0 (source: evidence.release.version)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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Machine-readable data

The same record, as JSON, for agents and crawlers.

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Record generated Oct 10, 2026.

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