Research notes
A RevOps lead's first-person account of pulling her team off Okki Go after a bounce rate crisis — and what that week taught her about email verification API documentation, AI email writers, and agent-native prospecting workflows.
2026-09-11 · Julian HartwellRead the noteBuild cold email outreach around sender readiness, recipient relevance, address quality, clear asks, and opt-out handling.
Rank four sales prospecting process models by recovery paths, lifecycle states, ownership, qualification, and compliance context.
A practitioner comparison of okki-go's agent-native AI SDR model and manual prospecting stacks, covering account-based marketing data, LinkedIn connection workflows, SPF/DKIM/DMARC setup, and hidden costs.
An admin buyer's hands-on comparison of okkigo and Artisan AI, covering what permissions okki go requires, intent data and waterfall enrichment, email campaign readiness, and what Revenue Operations teams should evaluate in API email verification documentation.
The strongest sales pipeline metrics are the ones that expose material revenue risk while someone can still intervene. For diagnosing whether pipeline will
Use 2026 cold-email strategies that combine relevance, sender requirements, controlled personalization, human review, and qualified-conversation metrics.
A RevOps perspective on comparing agent-native prospecting workflows like okkigo's against traditional point solutions. Focus on TCO and operational complexity over sticker price.
Coordinate calls and emails with shared evidence, stop rules, qualification, and channel-specific metrics.
Sales engagement strategy should govern the quality of interactions across systems, not merely standardize activity inside one engagement platform.