Sales & MarketingComplex automationSeveral jobs working together: multi-stage pipelines with state, branching on rules or AI decisions, approvals or escalations, 4+ systems, AI agents that act, or reconciliation across sources. Usually rolled out in stages.

A website concierge that books qualified meetings

For: Commercial cleaning company

Typical impact

3x more qualified meetings

Commercial cleaning companies often send website leads to a contact form and a next-day callback. An AI concierge qualifies visitors like a rep, quotes a realistic range and books site visits directly, typically tripling qualified meetings.

Typical results

24/7

Instant response to inquiries

38%

Bookings made outside office hours

6 hrs/wk

Rep time freed from dead ends

Figures reflect typical results for this kind of automation.

The challenge

The contact form produced two kinds of leads: serious facility managers who waited four hours for a callback and often signed elsewhere, and tire-kickers who consumed twenty rep minutes before revealing a 40-square-meter office outside the service area. Reps burned seven hours a week qualifying dead ends while real prospects slipped away after hours.

Before and after

Before With the automation

Qualified meetings per week

3×
3 meetings
9 meetings

Minutes to first response

−99%
240 minutes
1 minutes

Weekly rep hours on unqualified leads

−86%
7 hours
1 hours

The automation

We deployed an OpenAI-powered chat agent trained on the company's actual qualification script. It asks the four questions a rep would — facility type, square meters, cleaning frequency, location — and quotes a realistic monthly range from the company's own rate logic. Qualified visitors pick a site-visit slot straight from the right rep's calendar; out-of-area or undersized inquiries get a polite redirect. Every transcript, quote, and detail lands on the CRM lead record automatically.

How it works

  1. 01

    Visitor opens chat

    The concierge greets and asks the four questions a rep would: facility type, size, frequency, location.

  2. 02

    Instant ballpark

    The agent quotes a realistic monthly range straight from the company's own rate logic.

  3. 03

    Qualify or deflect

    Out-of-area or undersized inquiries get a polite pass; real prospects move forward.

  4. 04

    Straight to calendar

    Qualified visitors pick a site-visit slot in the right rep's calendar, right in the chat.

  5. 05

    CRM handoff

    The full transcript, quote range, and facility details land on the lead record automatically.

Starts from

  • Visitor chat questions
  • Rate logic + service areas

Delivers

  • Booked site visits
  • Transcript to CRM
  • Instant rep notification

The impact

Qualified meetings typically triple, from about three to nine a week, within the first two months. Around 38% of bookings happen outside office hours, when no rep could have answered. Reps get back about six hours a week once lost to dead-end calls, and every meeting arrives with a transcript and a price expectation already set.

Questions about this automation

Which questions does the AI concierge ask visitors?

It follows the company's own qualification script: facility type, size in square meters, cleaning frequency and location. Based on the answers, it quotes a realistic monthly range from the company's rate logic, so visitors get a useful number in the chat instead of waiting for a callback.

How does it handle inquiries the company can't serve?

Service areas and minimum job sizes are set as rules. When a facility is outside the area or below the minimum, the agent gives a polite redirect and doesn't offer a meeting. Questions it can't answer are passed to a rep with the transcript, so the agent never makes up an answer.

What reaches the CRM after a visitor books?

The lead record gets the full chat transcript, the quoted range and the facility details, and the assigned rep receives an instant notification. The site-visit slot comes from that rep's own calendar, so there is no back-and-forth to arrange it. This is a multi-step build, usually rolled out in stages.

Sales & Marketing

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