Featured research
Cold Email Generators Need Visible Assumptions and Human Review
Generate drafts from controlled inputs, validate every claim, and keep a person accountable for sending.
2026-09-18 · Zainab RahimiRead the note
Research notes
Generate drafts from controlled inputs, validate every claim, and keep a person accountable for sending.
2026-09-18 · Zainab RahimiRead the noteA procurement-minded comparison of okki-go vs Instantly, with okki go use cases, email verification, intent data, and where LinkedIn Sales Navigator actually fits.
A hands-on comparison of okki-go configuration, API key handling, LinkedIn Sales Navigator automation, and how account-based marketing fits into an agent-native prospecting workflow. Based on real RevOps troubleshooting, not vendor promises.
Write lead-generation emails that establish relevance, keep subject and body aligned, protect deliverability, qualify responses, and use a proportionate ne
A neutral ranking of documented platforms by approvals, suppression, reply operations, auditability, and multichannel fit.
A revenue operations lead walks through a real 21-day pipeline emergency: what went wrong with cheap email verification, why LinkedIn Sales Navigator integration broke, and what to actually evaluate in a business email finder — including how Okki Go's human review workflow fit in.
A quality inspector's view on why okki-go, email validation, visitor identification, and account-based marketing fail without data discipline. Includes okki go cost caveats and when ABM makes sense.
Learn to apply scientific rigor to targeted lead generation. Frame inclusion criteria as testable hypotheses, establish data provenance, and perform outcom
Use AI to surface better prospecting choices while keeping inputs, overrides, and feedback visible.
A 7-year SDR and RevOps operator explains the real inflection point for buying a cold email platform, why data source transparency matters more than the AI layer, and when B2B teams should NOT buy one.