AgentSkillsCN

automated-b2b-user-research-flywheel

通过自动化调研电话的邀约与日程安排，系统化客户发掘流程。当您刚刚开启新的发现阶段、与“原始”客户素材渐行渐远，或希望在无需人工寻源的情况下持续获得稳定的访谈资源时，可选用此技能。

SKILL.md
--- frontmatter
name: automated-b2b-user-research-flywheel
description: Systematize customer discovery by automating the sourcing and scheduling of research calls. Use this when you are starting a new discovery phase, feel disconnected from "raw" customer material, or need a steady stream of interviews without manual sourcing.

Automated B2B User Research Flywheel

Product Managers often settle for "looking through bent glass"—consuming processed research reports or second-hand sales feedback. To build better products, you must have direct, high-frequency exposure to raw customer material. This flywheel automates the sourcing, outreach, and scheduling process to ensure your calendar is consistently populated with relevant user interviews with zero manual effort.

The Automation Workflow

1. Identify Intent Signals

Use your existing sales and support tools to find high-intent customers who are already talking about the problems you are solving.

  • •Gong/Chorus: Set up keyword alerts for specific terms (e.g., "Competitor Name," "Feature Request X," "Pain Point Y").
  • •Support/Slack: Use integrations to push messages containing specific keywords from support tickets or customer Slack channels into a dedicated "Research Signals" channel.

2. Bridge the Signal to Outreach

Use an automation platform like Zapier to connect your signals to your outreach tool.

  1. •Trigger: A new post in your Slack "Research Signals" channel or a new tagged call in Gong.
  2. •Action: Extract the customer’s email address and name.
  3. •Filter: Ensure the customer matches your Ideal Customer Profile (ICP) or has not been contacted in the last 30 days.
  4. •Send: Push this data to a sequence tool (e.g., Customer.io, Apollo, or Outreach).

3. The "Self-Scheduling" Sequence

Create an automated email sequence that feels personal but requires no management.

  • •Template Logic: Reference the specific context (e.g., "I saw you were chatting with our sales team about [Topic]").
  • •The Ask: Ask for 20 minutes to learn about their workflow, not to sell.
  • •The Link: Include a specific Calendly link dedicated solely to user research.

Implementation Guide

Tool Stack

  • •Sourcing: Gong (Sales calls) or UserInterviews.com (B2B-specific recruitment).
  • •Automation: Zapier or Make.
  • •Communication: Customer.io or email sequences.
  • •Scheduling: Calendly or SavvyCal.

High-Conversion Email Template

text
Subject: Feedback on [Topic/Feature]

Hi [Name],

I’m a Product Manager at [Company] focused on [Problem Area]. I noticed you recently mentioned [Specific Keyword/Pain Point] in a conversation with our team.

We are currently refining our roadmap for this area and I’d love to hear how you handle [Process] today. I’m not selling anything—I just want to ensure we build this the right way for users like you.

If you have 20 minutes this week, you can grab a time on my calendar here: [Calendly Link]

Best,
[Your Name]

Examples

Example 1: Competitor Displacement Research

  • •Context: You are building a migration tool for customers moving away from a legacy competitor.
  • •Signal: Gong alert for the keyword "Competitor X" and "Frustrated."
  • •Application: Zapier triggers an email to the customer 2 hours after the sales call ends.
  • •Output: Three interviews booked per week with customers currently using the competitor’s product.

Example 2: New Feature Discovery

  • •Context: You want to understand why users are struggling with a new "Reporting" module.
  • •Signal: Slack alert for any support ticket tagged with "Reports" and "Help."
  • •Application: Automated email asks the user if they'd be willing to screen-share their current reporting workflow.
  • •Output: A steady stream of "job-to-be-done" interviews showing real-world usage of the reporting feature.

Common Pitfalls

  • •Ignoring the Sales/Success Team: If you automate outreach to their active accounts without warning, they may feel you are "stepping on their toes." Always create a shared Slack channel so they can see who is being contacted and "opt-out" specific sensitive accounts.
  • •Over-Filtering: Don't make the automated criteria too narrow. It is better to have one "okay" interview than zero interviews because your filters were too aggressive.
  • •Stale Calendars: Ensure your Calendly has specific "Research Blocks" that don't conflict with your internal deep-work time. If you don't keep the link updated, the automation will fail.
  • •Static Keywords: Failing to update your Gong/Slack keywords as your focus shifts. Treat your signal keywords like a living roadmap.