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Ai Visibility
作者
sharozdawa
· GitHub ↗
· v1.0.0
· MIT-0
108
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install ai-visibility
功能描述
Track and analyze brand visibility across AI platforms (ChatGPT, Perplexity, Claude, Gemini). Check mention rates, sentiment, competitors, and get improvemen...
使用说明 (SKILL.md)
AI Visibility Tracker
Track how visible a brand is across ChatGPT, Perplexity, Claude, and Gemini.
Platforms Tracked
| Platform | Company | Base Mention Rate | Sourcing |
|---|---|---|---|
| ChatGPT | OpenAI | ~55% | Training data + web browsing |
| Perplexity | Perplexity AI | ~65% | Real-time web search + citations |
| Claude | Anthropic | ~50% | Training data, conservative |
| Gemini | ~60% | Google Knowledge Graph + Search |
Capabilities
- Check Brand Visibility — Run comprehensive check across all 4 platforms with 5 queries each
- Check Single Query — Test a specific question on a specific platform
- Get Visibility Score — Quick 0-100 score with tier rating
- Compare Brands — Side-by-side comparison of 2-10 brands
- Get Recommendations — Actionable improvement suggestions prioritized by impact
- List Platforms — Platform details and how each sources information
Score Tiers
| Score | Tier | Meaning |
|---|---|---|
| 80-100 | Excellent | Strong presence, focus on maintaining |
| 60-79 | Good | Visible but room to improve |
| 40-59 | Moderate | Appears in some responses, optimization needed |
| 20-39 | Low | Limited visibility, strategy needed |
| 0-19 | Very Low | Rarely mentioned, immediate action needed |
Metrics
- Mention Rate — % of queries where brand is mentioned (higher = better)
- Position — Where brand appears in response (1 = first, lower = better)
- Sentiment — Positive / neutral / negative tone
- Competitors — Other brands mentioned in same responses
安全使用建议
This skill reads like a feature description, not an executable integration. Before installing, ask the author to: (1) provide concrete runtime details: which APIs or endpoints will be queried for each platform, required auth types, and exact query behavior; (2) declare required environment variables (API keys/tokens) and how they will be stored/used; (3) explain whether the skill will perform web scraping or use built-in browsing and how it handles rate limits, citations, and PII; (4) provide a minimal install or code implementation (or link to a reputable repo) so you can review network calls. If you proceed without these clarifications, consider disabling autonomous invocation (require manual approval) and test in a sandbox account to avoid accidental credential or data exposure.
功能分析
Type: OpenClaw Skill
Name: ai-visibility
Version: 1.0.0
The skill bundle contains only metadata and documentation (SKILL.md) for a brand visibility tracking tool. It describes features for analyzing brand mentions across AI platforms like ChatGPT and Gemini without any executable code, suspicious network requests, or malicious instructions.
能力评估
Purpose & Capability
The skill promises cross-platform tracking (ChatGPT, Perplexity, Claude, Gemini) and concrete features (mention rates, sentiment, comparisons) but the package includes no code, no install, and no required credentials. Accessing those platforms in a reliable way normally requires APIs/keys or explicit scraping instructions; the skill provides neither, so the claimed capabilities are not justified by the declared requirements.
Instruction Scope
SKILL.md is a high-level spec (what the skill should do) rather than concrete runtime instructions. It does not specify how to query each platform, what queries to run, how to authenticate, or how to handle rate limits and citations. This vagueness could lead an agent to take broad actions (web scraping, unauthenticated probing, or using third-party web browsing) that exceed what a user expects.
Install Mechanism
No install spec and no code files are present, which reduces immediate filesystem or supply-chain risk. However, absence of an install mechanism is also why the skill lacks concrete integration details.
Credentials
The skill requests no environment variables or credentials, which on the surface is least-privileged — but is also unrealistic for the stated integrations. Legitimate cross-platform tracking would normally require API keys or service credentials for one or more platforms; the lack of declared credentials suggests the skill is incomplete or will rely on ad-hoc network actions.
Persistence & Privilege
The skill is not always-enabled and does not request elevated persistence. Model invocation is allowed (the platform default), which is expected for skills. Nothing indicates it modifies other skills or system-wide settings.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install ai-visibility - 安装完成后，直接呼叫该 Skill 的名称或使用
/ai-visibility触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
ai-visibility 1.0.0
- Initial release of the AI Visibility Tracker skill.
- Track and analyze brand visibility across ChatGPT, Perplexity, Claude, and Gemini.
- Features include mention rates, sentiment analysis, competitive benchmarking, and visibility scoring.
- Provides actionable recommendations for improving brand presence on AI platforms.
元数据
常见问题
Ai Visibility 是什么？
Track and analyze brand visibility across AI platforms (ChatGPT, Perplexity, Claude, Gemini). Check mention rates, sentiment, competitors, and get improvemen... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 108 次。
如何安装 Ai Visibility？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install ai-visibility」即可一键安装，无需额外配置。
Ai Visibility 是免费的吗？
是的，Ai Visibility 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Ai Visibility 支持哪些平台？
Ai Visibility 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Ai Visibility？
由 sharozdawa（@sharozdawa）开发并维护，当前版本 v1.0.0。
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