A comprehensive automation tool that scrapes business websites to build fully trained, deployment-ready AI chatbots and professional demo videos.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install ai-chatbot-builder
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install ai-chatbot-builder using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is AI Chatbot Builder?
The AI Chatbot Builder is a high-performance solution within the Openclaw Skills ecosystem designed to streamline the creation of custom conversational agents. By leveraging advanced web scraping and LLM-based knowledge extraction, this skill transforms any business URL into a structured knowledge base, complete with FAQ generation and conversation flow design. It is engineered to help agencies and developers deploy professional-grade chatbots that can handle lead qualification, customer support, and appointment scheduling without manual data entry.
This skill bridges the gap between raw web data and functional AI deployment. By integrating top-tier tools like Apify and InVideo AI, it not only builds the logic behind the bot but also generates a professional 60-second video demo. This makes it an essential asset for anyone looking to scale a chatbot agency or enhance business operations using Openclaw Skills.
AI Chatbot Builder Use Cases
- Automating the lead qualification process for dental clinics, law firms, and real estate agencies.
- Scaling a chatbot agency by reducing deployment time from hours to 15 minutes.
- Generating professional video demos to pitch AI automation services to local businesses.
- Building a comprehensive FAQ knowledge base from existing website content automatically.
- Setting up 24/7 automated customer support with human escalation triggers.
How AI Chatbot Builder Works
- The skill initiates a deep crawl of the provided business URL using Apify to extract services, pricing, and policies.
- It enriches the data by scraping industry-specific FAQs and customer reviews from Google and Reddit.
- Claude AI structures the gathered information into a specialized knowledge base with Q&A pairs.
- Logical conversation flows are designed for greeting, lead capture, and appointment booking.
- A master system prompt is engineered, defining the chatbot's persona, rules, and escalation protocols.
- InVideo AI generates a 60-second walkthrough video of the chatbot in action for client presentation.
AI Chatbot Builder Setup
To begin using this skill within the Openclaw Skills framework, you need to configure your API credentials and provide the target business details.
- Obtain an Apify API Token from your dashboard.
- Get an InVideo AI API key from your account settings.
- Configure your environment variables or input the following JSON structure:
# Example of setting up the environment for Openclaw Skills
export APIFY_TOKEN="YOUR_APIFY_TOKEN"
export INVIDEO_API_KEY="YOUR_INVIDEO_API_KEY"
AI Chatbot Builder Data Schema & Taxonomy
The AI Chatbot Builder organizes its output into a structured JSON package designed for easy integration. Below is the primary data taxonomy used by Openclaw Skills for this implementation:
| Component | Description |
|---|---|
| Scrape Summary | Statistics on pages crawled and items extracted. |
| Knowledge Base | Structured list of services, pricing, and 50+ FAQ pairs. |
| Conversation Flows | JSON-defined paths for welcome, lead capture, and escalation. |
| Master Prompt | The engineered system instructions for the LLM. |
| Integration Guide | Step-by-step setup for platforms like Tidio or Intercom. |
| Demo Video | Metadata and file path for the generated InVideo demo. |
AI Chatbot Builder Advanced Features
- Multi-platform configuration support for Tidio, Intercom, and Voiceflow.
- Automated industry-wide knowledge enrichment via Reddit and Google Search scraping.
- Customizable lead capture fields tailored to specific business goals.
- Intelligent escalation triggers based on sentiment or specific keyword detection.
- Dynamic out-of-hours messaging and appointment scheduling integration.
SKILL.md
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