AI agent for innovation strategists
Pilot Customer Recruiting Agent
Sign the target number of pilot customers by learning from which outreach works
What it does
An innovation team has a prototype but no customer willing to try it. This agent builds a target list from customer data by industry, size and the pain the concept addresses, and scores each account on fit. It drafts outreach tailored to each segment and tracks replies. When response is low, it reads which segments answered and adjusts the target criteria, such as narrowing to mid-size firms or changing the message, then drafts a new batch. It tracks each interested account until a pilot agreement is signed or declined. The lead approves each message and any pilot terms. Edge case: if a target account has an open sales negotiation, it asks the account owner before any contact.
How it works
Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.
Read the steps as a list
- Concept ready for pilot recruiting
- Build a target list from customer data
- Score accounts and check for open sales conversations
- Draft outreach by segment
- Lead approves each batch of messagesThe agent waits here for your OK.
- Send approved messages and track replies
- Is the reply rate at least 10 percent?If not: Change segments or message wording and build a new batch. Back to step 2.
- Follow up with interested accounts and draft pilot terms
- Lead approves pilot termsThe agent waits here for your OK.
- Is the target number of pilots signed?If not: Review which segments converted and widen the target list. Back to step 2.
- Signed pilots and recruiting report
How it decides
It scores accounts on fit and need. If reply rate stays under 10 percent after a batch, it changes the segment or message.
- Ask the account owner before contacting an account in negotiation
- Change the approach when reply rate stays under 10 percent
- Limit each account to 2 follow-ups
- Prioritize accounts with a clear pain point
Make it yours
Every agent is a starting point. You choose these settings for your own situation.
- Reply rate trigger (default 10 percent)
- Pilot target count (default 5)
- Follow-up limit (default 2)
- Segments targeted (default by industry and size)
What keeps you in control
It always asks you first
- Lead approves each outreach batch
- Lead approves pilot terms
Hard limits
- Never contact a customer without lead approval
- Never promise features or prices
- Respect account owners and opt-outs
It stops when
- Done: Target pilots signed
- Stop: Fewer than 5 interested accounts after three rounds, so rethink with the lead
Set it up
We guide you through the set-up, step by step
Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.
- One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
- The agent then walks you through connecting your own data, one source at a time
- A downloadable copy with the flow chart, the rules and the full guide
