An AI Receptionist That Improves Itself Every Night

When you hire a new receptionist, you expect them to get better over time. They learn which clients prefer which stylists. They figure out the parking question everyone asks. They stop being too chatty with the rushed 5pm callers.

Most AI tools don't do this. They're static. The prompt stays the same on day one as it does on day one hundred. If the AI handles a call badly, it handles the next identical call the same way.

We built FrontdeQ to work like a real receptionist — one that learns from every shift.

How It Works

Every night at 11pm, FrontdeQ runs a quality audit on every call from the day. Not a random 5% sample. Every single call.

Each call is scored on seven dimensions:

1. Greeting — Did the AI use the caller's name? Warm opener? Recording notice?
2. Tone — Did it adapt to the caller's mood? Direct with rushed callers? Gentle with anxious first-timers?
3. Resolution — Did the caller get what they needed?
4. Booking — Was the booking flow correct? Details confirmed?
5. Memory — Did the AI use what it remembers about the client?
6. Upsell — Did it make one tasteful suggestion? Graceful on decline?
7. Compliance — Recording notice, no medical advice, proper escalation?

Then the system looks across all scores and asks: What patterns am I seeing?

From Scores to Improvements

This is where it gets interesting. The QA system doesn't just flag problems. It drafts the fix.

For example:

• Three callers asked about parking and got "Let me have someone call you back." → The system proposes adding parking directions to the salon knowledge: "Free lot behind the building. Enter from Oak Street."

• Two frustrated callers got a greeting that was too casual. → The system proposes strengthening the frustrated-caller guidance in the personality layer.

• Five calls ended without an upsell suggestion. → The system flags the pattern for monitoring next cycle.

Each suggestion arrives in your dashboard with a clear title, a rationale explaining why, the exact text to add, and how many calls were affected.

You're Always in Control

Suggestions don't apply automatically. You review each one in your Call Quality dashboard:

• Accept — the change is applied to your receptionist instantly. Version history saved.
• Dismiss — the suggestion is archived. The system learns your preferences.
• Edit — modify the suggestion before accepting.

This is your receptionist's employee review — except it happens every day, covers 100% of calls, and comes with the coaching notes already written.

The Flywheel

Here's what this creates:

More calls → better QA data → better suggestions → better receptionist → happier clients → more calls

A generic answering service sounds the same on day one as it does on day three hundred. Your FrontdeQ receptionist gets better every single day, automatically, tailored to your specific salon.

The parking question that stumped it on Monday? Answered perfectly by Tuesday. The tone that was too chatty with rushed callers? Adjusted by Wednesday. The add-on suggestion it kept forgetting? Fixed by Thursday.

Available Now

The Call Quality dashboard is live in your FrontdeQ account. Every call is scored nightly, and improvement suggestions appear as they're generated. No setup required — it works automatically for every salon.

Your receptionist just got a performance review. And a raise.

Learn more: /docs/owner-notifications for how QA suggestions surface in your daily recap email.