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Buyer Signal Guides

买家信号库 — 每一种信号的检测来源、含义、置信区间和触发动作。包括 job change、funding、hiring、website visitor、competitor churn 和 product usage signals。

Why a guide per signal.

"Use buyer signals" is universal advice; it's also useless without specifics. Each signal has its own source list, decay window, false-positive rate, and best-fit trigger message. A funding-round signal you act on in week 7 is dead. A job-change signal where the role doesn't actually own budget is noise. The guides exist to keep you out of these traps.

The 6 signals in the library.

  • Funding — how to filter by stage, geo, and round size; why Series A > Series B for new-vendor adoption.
  • Hiring — which job-title patterns predict which buying motions; how to scrape ethically.
  • Job change — the highest-converting signal in B2B; why champions-who-moved is a 90-day window.
  • Website visitor — RB2B / Clearbit reveal; the real conversion math behind anonymous visitor outreach.
  • Competitor churn — G2 review polarity, support-thread complaints, public migration posts.
  • Product usage — your own free tier, GitHub stars, doc pageviews; PLG-to-sales handoff scoring.

What each guide includes.

A standard structure: what the signal is, where to detect it, what it predicts, the false-positive rate, the trigger message that converts, expected reply rate, and the guide's example workflow. A reader should be able to wire one signal into Clay in an afternoon.

How this connects.

The signals here power WF-01 Signal-based Outbound. They also feed the Signal Agent in the agent stack — same signal, two delivery surfaces.