Which input is the strongest single signal?

Past-champion job changes. Deals sourced from past-champion moves show 114% higher win rate and 54% larger deal size than cold-sourced opportunities, and the windows for action are short enough that first-mover advantage stacks on top.

How fast should the team act on website page visits?

24 to 72 hours. Page-visit intent decays fast because the buyer is comparing options in real time. By 7 days, the comparison cycle has often moved past brands that did not respond.

Is intent data worth the cost in 2026?

Worth it for prioritization and queue routing, less worth it for the actual opener. The 2026 best practice is to start with first-party signals before buying expensive third-party data, then layer intent only when first-party coverage is insufficient.

Should the SDR reference website page visits in the email?

Indirectly. Reference the category problem the page solved (security, attribution, capacity), not the page itself. Direct references read as creepy tracking and damage trust regardless of the underlying signal accuracy.

What's the best timing for new executive job changes?

Weeks 2 to 4 of the new exec's tenure. Week 1 is too early (they're filling out HR paperwork), and beyond week 4 they have committed to a stack vision and budget. Weeks 2 to 4 is the assess-and-identify-gaps phase.

The Best Personalization Inputs: Job Changes, Posts, Website Pages, Intent

The four highest-leverage personalization inputs are job changes (highest single signal lift), LinkedIn posts (cheapest to access), website page visits (clearest buying-window signal), and intent data (best for prioritization). Past-champion deals show 114% higher win rate and 54% larger deal size.

Job Changes

Past champion at new company: same/next-day outreach (7 to 14 day window). New exec at target account: weeks 2 to 4. Hiring spike: 2 to 6 weeks. 3 to 5x reply lift over cold.

LinkedIn Posts

Best use: content-reference opener with one specific quote. Window: 7 to 14 days. Failure mode: superficial reference like loved your post that signals the SDR did not actually read it.

Website Pages

Best use: active-evaluation outreach. Window: 24 to 72 hours. Highest-intent pages are pricing, integration docs, comparison pages, case study downloads. Reference the category problem, not the page itself.

Intent Data

Best use: account prioritization and queue routing. Window: 7 to 30 days. Stack with first-party signals rather than using alone, because composite scoring outperforms any single source.