An AI support widget that learns from every conversation — with founder takeover built in

The situation

Most website chat widgets do one of two things: they connect a visitor to a live human (which requires someone to be available), or they run a scripted bot that frustrates anyone with a question that does not fit the script. Neither option works well for a small business where the founder is also the salesperson, the support team, and the product owner.

We needed something in between. A widget that handles routine enquiries automatically, captures leads even when the founder is unavailable, and makes it easy to step in personally when a conversation is worth it — without switching to a separate tool or tab.

We built SupportClaw for ourselves first. It runs on our own website today, and every capability described here is live and in use.

What we built

SupportClaw is a full-stack support system with three components: a visitor-facing chat widget embedded on the website, an AI agent that handles conversations using the business's own knowledge base, and a support module built into the Mission Control operations dashboard for the founder to manage everything.

• Consent screen with GDPR compliance — visitors enter their name and accept terms before the chat opens. The widget discloses IP recording, Cloudflare Turnstile usage, and data handling in a modal that stays inside the widget — no new tabs, no redirects.
• Diagnostic AI conversations — SupportClaw does not pitch services immediately. It asks questions to understand the visitor's situation first, then connects their specific pain points to what the business does. Conversations feel like talking to a knowledgeable colleague, not reading a brochure.
• Session memory across visits — when a visitor returns, SupportClaw silently loads the last six messages from their previous session. The conversation continues naturally. The visitor does not need to repeat themselves.
• Inline consultation form — when a visitor is ready to get in touch, SupportClaw ends with a trigger phrase and a pre-filled consultation form appears inside the widget. Name and session context carry forward automatically.
• Founder takeover — the founder can read any live conversation in the Mission Control dashboard and reply directly. The visitor sees responses as normal chat messages. A purple "Send CTA" button pushes the consultation form into the visitor's widget with one click.
• Learn from this — when closing a thread, the founder can leave notes about what SupportClaw got wrong or missed. The AI extracts Q&A pairs from the conversation using those notes as corrections, and appends them to the knowledge base for future conversations.
• Honeypot anti-bot — a hidden field traps bot submissions silently, with no CAPTCHA friction for real visitors.

The support dashboard

Everything the founder needs to manage website support is inside Mission Control — no separate tool, no additional login. The support panel shows live conversation threads, flags sessions that need a reply, and displays a real-time KPI strip: total conversations, repeat visitors, leads captured, and a breakdown of visitor ratings (good / fair / bad).

Threads are filterable by status. Closed sessions stay accessible with a toggle, and can be reopened if needed. Each lead card shows the visitor's name, email, and the date they came in. Once a lead is dealt with, a single click archives it from the active view without deleting the record.

One script tag to deploy

The widget is served from the same infrastructure that runs Mission Control. Adding it to any website is a single script tag. There is no third-party service, no monthly subscription, and no data leaving the building. The AI runs on local inference — the same private hardware that powers the rest of the business.

For clients, this means a support widget that is fully owned, never subject to a pricing change from a vendor, and customisable at the code level to match their exact brand and workflow.

Why this is a resellable product

SupportClaw was built as infrastructure, not a one-off project. Every capability — the consent flow, the session memory, the founder takeover, the learning loop — is modular. A new client gets the same system pointed at their own knowledge base, their own branding, and their own dashboard.

The business that runs it owns the widget, the conversations, the leads, and the knowledge base. No vendor lock-in. No per-seat pricing. No usage caps.