Operations

AI Agent that Handles Client Matching and Scheduling

Built for Consulting Teams

Are you still juggling calendars, writing intro emails, and digging through spreadsheets just to book expert-client calls? Is manual coordination slowing things down and leaving room for mistakes?

This AI-powered workflow reads client requests, finds the best matching expert from structured profiles, and handles scheduling, follow ups, and confirmations automatically so the entire booking process runs smoothly without manual effort.

Try this AI Agent now
Illustration showing expert matching automation benefits with 90% less manual work and $1k–$3k savings per month, featuring a smiling woman in business attire and a cartoon assistant with a laptop.

What to Expect

A fully automated system that matches experts to client requests and books the call with no coordination needed.

Built for expert networks and consulting teams who want hands free, reliable matchmaking.

n8n workflow diagram for automated expert-client matching, using Google Sheets, AI prompts, conditional logic, and email notifications.

It listens for new form submissions, parses the data, and stores it neatly in Google Sheets. Then it checks for a qualified match based on your criteria, drafts a custom intro using ChatGPT, and sends it out to both parties. Once confirmed, it handles scheduling automatically, right down to the calendar invite and timezone detection.

You get a clean, end to end expert client matching flow without ever opening your inbox.

The old way?
Done manually.

Here’s what the old process looked like:
Parse every client and expert form by hand
Sift through Google Sheets to spot a fit
Write intro emails from scratch
Wait days for replies
Juggle calendars to lock in a time
One match could eat up your entire afternoon. If one piece slipped, the whole thing stalled.

The new way?
Fully automated.

With this automation, the entire process gets handled for you:
Clean and store new entries using n8n and Google Sheets
Score and match requests with profile data
Draft intros using ChatGPT and send automatically
Detect availability and send a calendar invite
Detect availability and send a calendar invite
You get fast, accurate matches that don’t drain your day and never fall through the cracks.

Free Up Your Calendar

Get a free automation review and discover time-saving solutions tailored to you.

How the Automation Comes Together

This automation handles everything from intake to booking without needing you to coordinate a thing.

n8n runs the workflows that manage intake, matching, and booking from start to finish, while Google Sheets keeps expert profiles, client requests, and confirmed bookings neatly organized.

GPT 4o reads each client brief, selects the right expert, and writes a custom introduction. Gmail sends out the personalized intros and confirmation emails, and Google Calendar books the call, adds both participants, and includes the Meet link automatically.
Workflow illustration showing n8n automation for expert matching, integrating forms, Google Sheets, AI processing, Google Calendar, and Gmail notifications.
AI Agent toolkit

Tools used to build this AI agent

n8n

Runs the workflows that handle intake, matching, and booking from start to finish.

Google Sheets

Stores expert profiles, client requests, and confirmed bookings in organized tabs.

OpenAI

Reads client briefs, picks the right expert, and drafts custom introductions.

Gmail

Sends personalized intros and confirmation emails to both expert and client.

Google Calendar

Books the call, adds both participants, and includes the Meet link automatically.

What You'll Gain

Same-Day Expert Matching

The AI selects and contacts the best-fit expert as soon as a request comes in.

No Manual Scheduling Needed

Calls are booked automatically once both sides confirm—no back-and-forth required.

Branded Emails, No Errors

Each message is clean, on-brand, and includes the right links and details.

Minimal Admin Time

You only need to glance at the dashboard—everything else runs on its own.

Thousands Saved Each Month

Automating intake and scheduling replaces the need for extra coordination staff.

What We Actually Tell the AI

This is the exact prompt we send to GPT-4o. It takes the raw form inputs and turns them into clear, natural messages your team would be comfortable sending.

Expert matching prompt template with role instruction, evaluation criteria, client request inputs, strict output structure, and limitation rules.
Expert Matching Prompt

Role Instructioning → Sets the assistant’s identity as an expert-matching assistant who evaluates fit and provides structured recommendations.

Step-by-Step Instruction → Outlines the process for analyzing client needs, evaluating expert profiles, and returning only the best fit with supporting points.

Input Reference → Supplies structured client data (brief, expertise needed, timezone, expert list) for the assistant to evaluate.

Output Formatting → Specifies the exact structure the assistant must use to present the match, including a numbered name, bullet-pointed reasons, and contact info.

Limitation Enforcement → Clarifies strict rules: only one expert, no extra text, fixed formatting, and no additional commentary or names.

Expert match email prompt template with role instruction, step-by-step guidance, input fields for client and expert details, and output formatting requirements.
Expert Match Email Prompt

Role Instructioning → Sets the assistant’s identity as a helpful email writer tasked with crafting two short, professional emails based on provided data.

Step-by-Step Instruction → Lists clear tasks: write one email to the client introducing the expert, and another to the expert confirming the match. Specifies tone, format, and how to close each message.

Input Reference → Provides structured data about both the client and expert, including names, emails, project details, and qualifications.

Output Formatting → Defines the exact layout for the assistant’s response: two plain-text email bodies labeled “Email to Client” and “Email to Expert” with no subject lines or extras.

Cost Comparison with AI Agents

Here’s a quick overview to help assess monthly costs and workload volume for ongoing operations.
vs
AI Agent for Expert-Client Matching
Ranges from $60 to $150 per month. Covers OpenAI, n8n, and Google tools.
Delivers expert matches in minutes—fast, consistent, and hands-off.
Manual Matchmaking
Ranges from $2,500 to $5,000 per month. Includes admin hours, scheduling, and delays.
Often takes days. Slowed by inbox juggling, manual review, and back-and-forth.
We automate, you accelerate

We'll handle the tech so you don't have to.

You don’t need to set up or learn how automation works.
Our AI agents are built to run fully hands-off, like a clone that handles the repetitive tasks for you.

Need something custom? We’ll handle it all including:

What is prompt writing and optimization?

It is the process of crafting and refining instructions for AI so it understands the task, delivers accurate results, and formats the output exactly how you need it.
What we do exactly?
Understand your context and use case
Help optimize and rewrite your prompts
Test and refine outputs until it’s working perfectly

What is automation flow design and testing?

This is where we map out how your AI agent behaves: when it runs, what it checks, how it reacts, and what to do if something fails. We don’t just build it. We test it end to end.
What we do exactly?
Design the full logic and decision tree
Add fallback steps for edge cases
Run multiple rounds of testing before launch

What are tool integrations?

We connect your AI agent to the tools you already use. Email, spreadsheets, CRMs, databases, APIs, and more. Everything stays in sync without you needing to copy and paste a thing.
What we do exactly?
Identify which tools your agent needs to talk to
Set up reliable two-way connections
Ensure smooth data flow across systems

What is delivery setup?

Delivery setup means we make sure your AI’s output gets exactly where you need it. Whether that's your inbox, a Google Sheet, your Slack channel, or a CRM.
What we do exactly?
Configure where and how outputs get delivered
Format results so they’re ready to use
Schedule timing or triggers for delivery

What is ongoing maintenance and updates?

AI agents aren't set and forget. We handle updates to prompts, workflows, and integrations so your system keeps working as your needs change.
What we do exactly?
Monitor performance and catch issues early
Update logic, prompts, or tools as needed
Keep everything running behind the scenes

Let us handle it for you.

Just send us an email and tell us the task that is wasting your time and we’ll design the agent and run it in the background.

Or, enter your email and we'll send you how to get started.

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Frequently asked questions

We’ve covered the usual questions. Got a unique one? Send us an email

What if I want to match different types of professionals?

No problem. Just change the form questions and labels. The matching logic still works.

Do I need to code anything?

Nope. It’s all n8n flows, Google Sheets, and OpenAI. If you’ve used Zapier or Airtable before, you’ll be fine.

Can I customize the email design or calendar details?

Absolutely. The emails use HTML, and calendar invites can include any fields you want, project, timezones, agenda, whatever.

Built to be Cloned

ChatGPT said:This expert matching system is fully built and easy to copy. You can plug in your own rules and repurpose it for freelancers, coaches, internal roles, or whatever your use case.

If you're spending too much time sorting through submissions or struggling to pair the right people, this solves that in minutes.

The setup is already live. You just duplicate it, adjust the criteria, and it is ready to go.

Need help getting it live? Just ask. Fill the form or Send us an email

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{ "automation_name": "AI Agent for Client Matching and Scheduling", "type": "AI-Powered Expert Matchmaking and Calendar Booking Workflow", "tech_stack": ["n8n", "OpenAI GPT-4", "Google Sheets", "Calendly", "Gmail"], "data_sources": ["Client intake forms", "Expert directories", "Availability calendars"], "output_format": ["Matched expert details", "Booked calendar invites", "Google Sheets logs"], "prompt_style": "Constraint-based matching with tone-controlled email generation", "use_cases": [ "Match clients to the most relevant expert from a directory", "Automate meeting scheduling via Calendly or calendar links", "Log the full expert-client interaction trail into a spreadsheet", "Eliminate back-and-forth in manual client coordination" ], "deployment": "Self-hosted in n8n with Google Form triggers, GPT filtering logic, and calendar booking integrations", "tags": ["AI agent", "client matchmaking", "calendar automation", "GPT-4", "n8n", "consulting automation", "expert scheduling"] }