All work
AI · Lead QualificationExample build

AI Client Qualifier

An AI concierge that drops onto any site as one script tag, talks to every visitor, qualifies them against the rules the business sets, and books confirmed meetings straight onto the calendar.

Try the live demo
agent · live
Stackwrights Agent online
Can you sync new orders to our CRM and flag the big ones?
tool: orders.fetch() · crm.upsert()
Done. 38 orders synced, 2 over $5k flagged for review.

What it does

Embeddable chat widget, installed with one script tag
Per-business qualification rules and branding
Google Calendar booking from inside the conversation
Lead dashboard with conversation transcripts
Rate limiting and per-tenant spend ceilings

The challenge

Most sites treat a visitor and a serious buyer the same way: a contact form, then silence until someone gets around to replying. The lead goes cold, and the team still has to read every submission to work out which ones were ever worth answering.

Our approach

  1. 1

    One script tag, any site

    The widget embeds with a single script tag carrying a business id, so a customer installs it without touching their stack or shipping a build.

  2. 2

    Qualification the business controls

    Each business sets what a good lead looks like, and the AI holds a real conversation against those rules instead of dumping a form into an inbox.

  3. 3

    Multi-tenant from the first commit

    Every business is isolated, with its own configuration, branding, and lead pipeline, so onboarding another tenant is configuration rather than a new deployment.

  4. 4

    Built for a public endpoint

    The chat endpoint is unauthenticated by necessity, so it carries per-IP and per-tenant rate limits and a daily ceiling to cap abuse of the model budget.

The outcome

A live, multi-tenant product: a visitor lands on a customer's site, gets qualified in conversation, and the business receives a scored lead with a booked meeting rather than a form submission.

What you get

  • The widget, embedded on your site
  • A dashboard to configure rules and read every lead
  • Calendar integration so meetings land booked

From the build

The concierge qualifying a live visitor on a customer's site
The concierge qualifying a live visitor on a customer's site
The product's own landing experience
The product's own landing experience

Have a project like this in mind?

Tell us what you're trying to build. We'll scope it with you in a 30-minute call.