Research notes
A RevOps practitioner compares Okki Go vs Clay, explains how a B2B contact data platform should support lead generation, and shares what revenue operations teams should evaluate before buying any prospect database.
2026-09-03 · Julian HartwellRead the noteAn automated email sequence to the wrong people changed how I evaluate lead generation software. Here's how okkigo human review workflow fits into an agent-native prospecting workflow, and what to ask about okki-go alternatives.
Find business buyers by defining the transaction, locating the responsible function, verifying company fit, and preserving a reviewable route to contact.
Scope projects around a decision, evidence package, adoption owner, and exit condition instead of indefinite campaign activity.
Practical 6-step quality checklist for evaluating AI sales prospecting suites like nooks — covering data cleansing, sequences, human-in-the-loop automation, API verification, and compliance.
An office administrator's story about evaluating the Nooks AI parallel dialer, building outreach sequences, and the total cost of sales dialer decisions—including what email search is and when to use it.
Use a sample cold email to a potential client as a decision framework: verify fit, state a bounded reason for contact, make a modest ask, and preserve revi
Discover how leading with buyer change-risk in tech lead generation reframes evidence, buyer roles, content, CTAs, and qualification for greater impact.
Coach the assumptions behind each attempt before polishing delivery.
Outbound sales metrics should be ranked by their distance from a reversible decision, not by how easy they are to count.