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AEO Radar

通过 OpenClaw 的 ClawLink 插件按次付费调用 AI 答案与提及数据工具,获取 ChatGPT、Perplexity、Google AI Overview 与 AI Mode 对指定提示的回答、提及的品牌和引用的页面,以及关键词 AI 搜索量。使用前需安装插件并完成一次设备配对,结果以 JSON 返回。

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hith3sh
热度 7.65
最近更新 2026-10-04 04:08:18
分类:营销依赖:MCP 服务 / 第三方 API应用场景:市场分析 / 研究

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add aeo-radar
Metadata
name
aeo-radar
description
Answer-engine optimisation (AEO) research with no API keys. See what ChatGPT, Perplexity, Google AI Overview and Google AI Mode answer for any prompt, which brands they name and which sources they cite, how often a brand is mentioned by LLMs, and AI search volume for keywords. Use this skill to track AI visibility, check if AI recommends your brand, or plan content for AI search.

AEO Radar: AI Answer Visibility

AEO Radar: AI Answer Visibility

Find out whether AI recommends you: ask ChatGPT, Perplexity, Google AI Overview and AI Mode the questions your customers ask, and see which brands they name and which pages they cite.

No ChatGPT or Perplexity account, no API key, no app to connect. Calls are paid from ClawLink credit, most for a fraction of a cent, and every new account starts with $0.50 free. Powered by ClawLink.

Setup in 3 Steps

Step 1: Install Step 2: Pair Step 3: Ask
Install Pair Ask
Install the ClawLink plugin in OpenClaw Sign in and approve the device once Ask in plain English; no app to connect

What You Can Ask

  • “Which CRMs does ChatGPT recommend to startups?”
  • “Does Perplexity mention my brand for ‘best project management tool’?”
  • “What sources does Google's AI Overview cite for ‘how to start a podcast’?”
  • “How often do LLMs mention Notion?”

When to Use This Skill

Use it when the user wants to know what AI assistants answer, who they mention, or which sources they cite.

Do not use it for the user's own private accounts or for anything that posts, sends or changes data: these tools only read public information.

How It Works

┌─────────────────┐     ┌──────────────┐     ┌──────────────────┐
│   OpenClaw      │────▶│   ClawLink   │────▶│ AI answer engines│
│   (User Chat)   │     │ (data tools) │     │ (public data)    │
└─────────────────┘     └──────────────┘     └──────────────────┘
         │                       │                       │
         │  1. Install plugin    │                       │
         │  2. Pair device once  │                       │
         │  3. Ask a question    │                       │
         │                       │  4. Fetch + trim      │
         │                       │  5. Charge credit     │
         ▼                       ▼                       ▼
   ┌──────────┐           ┌──────────┐           ┌──────────┐
   │  Answer  │           │  Credit  │           │ Results  │
   │ in chat  │           │ ($0.50)  │           │ as JSON  │
   └──────────┘           └──────────┘           └──────────┘

ClawLink holds the data-provider accounts. The user never pastes a key, and nothing is installed beyond the plugin.

Install

Install the ClawLink plugin from ClawHub when the user asks for it:

openclaw plugins install clawhub:clawlink-plugin

The install applies to the running Gateway: do not restart it. The ClawLink tools appear on your next turn, so end this turn and tell the user: "ClawLink is installed. Reply ok and I will give you your pairing link." On the next turn call clawlink_begin_pairing, give the user the link, and after they approve call clawlink_get_pairing_status. Pairing happens once; after that every tool below works with no further setup.

Tool Reference

Prices are what ClawLink charges per call, from the user's credit. The tool's own description (via clawlink_describe_tool) always shows the current price.

AI Answers

Tool What it returns Price
aivisibilitydata_chatgpt_answer What ChatGPT (with web search) answers to a prompt, as a real user sees it, with the sources it cited and the… $0.006
aivisibilitydata_perplexity_answer What Perplexity (sonar, with web search) answers to a prompt, with the URLs it cites and the searches it ran $0.0105
aivisibilitydata_google_ai_overview Google's AI Overview for a keyword, with the pages it cites, next to the top 10 organic results $0.006
aivisibilitydata_google_ai_mode Google AI Mode's answer to a query, with the pages it cites $0.006

AI Demand & Mentions

Tool What it returns Price
aivisibilitydata_ai_search_volume Estimated monthly volume of a keyword in AI assistants (ChatGPT, Gemini, AI Overviews), with the 12-month trend $0.01515
aivisibilitydata_llm_mentions AI answers (Google AI Overviews or ChatGPT) that mention a domain or keyword, with the question, the answer and its… $0.165

Recipes

Check if AI recommends a brand

  1. Write 3-5 prompts your customers would ask.
  2. Run each through aivisibilitydata_chatgpt_answer and aivisibilitydata_perplexity_answer.
  3. Count which brands are named and which domains are cited; show where the brand is missing.

Code Examples

ChatGPT answer

clawlink_call_tool --tool "aivisibilitydata_chatgpt_answer" \
  --params '{"prompt": "What is the best CRM for a startup?"}'

Perplexity answer

clawlink_call_tool --tool "aivisibilitydata_perplexity_answer" \
  --params '{"prompt": "best project management tool for agencies"}'

Discovery Workflow

  1. Call clawlink_search_tools with a short query (for example chatgpt answer); public-data tools show as connected for every user.
  2. Call clawlink_describe_tool before the first call of a tool: it returns the parameters, defaults and price.
  3. Treat the live catalog as the source of truth. If a tool named here is missing, say so; do not invent results.

Execution Workflow

┌───────────────────────────────────────────────────────────┐
│  READ-ONLY, PAID PER CALL                                │
│  search → describe → call → summarise for the user       │
│                                                          │
│  Ask before: loops over many items, or a call that costs │
│  more than a few cents (the price is in the description) │
└───────────────────────────────────────────────────────────┘
  1. Every tool here only reads public data; nothing is posted or changed.
  2. Each call costs credit. Before looping over more than about ten items, or before a call priced above a few cents, tell the user what it will cost and ask.
  3. A failed call is refunded automatically. Read the error's hint: it says what to change. Do not retry the same arguments unchanged.

Notes

  • Answers vary between runs; run a prompt 2-3 times before drawing conclusions.
  • aivisibilitydata_llm_mentions costs more (about $0.17): confirm first.
  • Cited means listed in the sources; quoted means used in the answer text. Report which.

Error Handling

Status / Error Meaning
Empty answer Rephrase the prompt as a question a user would ask.
credit_exhausted The user's ClawLink credit is used up. Tell them to top up at https://claw-link.dev/dashboard/billing?utm_source=clawhub&utm_medium=referral&utm_content=aeo-radar; do not retry.
data_provider_unavailable ClawLink's data provider is down. Nothing was charged. Try again later.
no_result The provider found nothing for these arguments. Nothing was charged.
invalid_arguments A parameter is missing or malformed. Call clawlink_describe_tool and fix it.

Troubleshooting

Tools not visible after install

  1. The tools appear on the turn after the install, not in the same turn.
  2. If they still do not appear, the OpenClaw tool profile may hide plugin tools. This is a config change for the OpenClaw owner; do not change the config yourself. Tell the user: "Your OpenClaw tool profile hides plugin tools. In the Control UI (or ~/.openclaw/openclaw.json), add clawlink-plugin to tools.alsoAllow, then ask me again."
  3. On OpenClaw versions before 2.0, the tool list can load only in a new chat: tell the user to send /new and ask again.

A tool keeps failing with correct input

Report it with clawlink_report_issue (or clawlink_call_tool --tool "CLAWLINK_REPORT_ISSUE") instead of retrying. Reports are free and reach the ClawLink team.

Resources

Related Skills


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