Buying Signals — Ranked by Purchase Correlation

6 Core Buying Signals

1. Former Customers & Alumni Users

• Trust already established + known playbook
• Faster proof of value
• Query: Previous users of your product at new companies

2. New Leadership ≤90 days

• Mandate for early wins
• Vendor amnesty period
• Budget air cover for new initiatives
• Query: LinkedIn job changes, press releases
• Peak engagement: days 14-45

3. High-Intent Website & Content

• BOFU pages: pricing, competitor comparisons, demo, integrations
• Shows active evaluation
• Query: Website visitor tracking, content downloads
• 25-30% reply rate (they know you)
• Act within 24-48 hours

4. Tech Stack Change

• Active change project indicates openness
• Fresh pain from transition
• New gaps in workflow
• Query: BuiltWith, job postings mentioning new tools
• Active buying window

5. Expansion (Raise, New Region/Product)

• Board targets create urgency
• Scale pain emerges
• Standardization moment
• Query: Crunchbase, press releases, job postings
• Reach out 2-4 weeks after

6. Hiring or Downsizing

• Hiring = ramp pressure, need efficiency
• Downsizing = do-more-with-less mandate
• Query: LinkedIn company growth, layoff news
• Signals budget allocation and priority areas

5 Buying Signals for Clay Workflows

1. Recent Job Changes (0-90 days)

• 3x higher response rate
• Peak engagement: days 14-45
• They're actively building their stack

2. Company Hiring for Specific Roles

• Signals budget allocation
• Shows growth trajectory
• Indicates priority areas

3. Website Visitors

• 25-30% reply rate (they know you)
• Act within 24-48 hours
• Highest intent signal

4. Funding Announcements

• Reach out 2-4 weeks after
• New budget available
• Mandate for growth spending

5. Technology Changes

• Active buying window
• Fresh pain from transition
• Open to new solutions

Signal Performance Benchmarks

Signal Type	Reply Rate
Cold outreach (no signal)	6-8%
Single signal-based	18-22%
Multi-signal stacked (3+)	35-40%

Signal Workflow Tips

• Don't mention signal explicitly in email (prospects get these constantly)
• Act fast (hot signals expire in 3-7 days)
• Stack signals for heat scoring (3+ signals = reach out same day)
• Signal-based outreach = 3-4x higher contract values