Research note2026-09-24 · Erin Watanabe
A side-by-side comparison of raw LinkedIn automation scraping versus an agent-native prospecting workflow — with dimension-by-dimension verdicts on data quality, intent signals, timing, and where scraping actually belongs in the stack.
Continue reading →Research note2026-09-24 · Matteo Ferraro
A straight answer on what okki go installs, which OAuth permissions it actually requires, how its lead gen and intent data stack up, and the six-item checklist revenue operations teams should run before buying any outreach tool in 2026.
Continue reading →Research note2026-09-24 · Zainab Rahimi
Connect lead qualification to calling through documented scope, suppression, disclosures, dispositions, and local legal review.
Continue reading →Research note2026-09-24 · Camille Ortega
Automate targeting, qualification, routing, and follow-up only after the decision rule, exceptions, and owners are explicit.
Continue reading →Research note2026-09-23 · Kwesi Adom
A procurement manager's 7-step checklist for B2B sales teams evaluating okki-go, okki go SPF DKIM DMARC guidance, okki go decision maker search, API email verification documentation, and API company data—plus what a business contact is and when to use it.
Continue reading →Research note2026-09-23 · Lena Kovacs
Most sales teams don't have a tool problem — they have a workflow problem. Here's why intent signal research, data source transparency, and sales engagement platform features need to be rethought for agent-native prospecting, and what to ask before you buy.
Continue reading →Research note2026-09-23 · Sora Nishimura
Cold email outreach is a targeted, permission-aware process for contacting business prospects who have not interacted with you. Start with legal and sender
Continue reading →Research note2026-09-23 · Neha Banerjee
Build a shared qualification language while preserving the different work, evidence, and measures of each stage.
Continue reading →Research note2026-09-22 · Julian Hartwell
A procurement manager's audit of an $180K prospecting tools budget, the hidden costs he nearly missed, and the first prospecting workflow his team eventually built — including how visitor tracking, a business email finder, and sales engagement fit into an agent-native prospecting workflow.
Continue reading →Research note2026-09-22 · Victor Okeke
A rushed okkigo deployment, 38,000 unverified contacts, and one very expensive lesson about lead enrichment, API email validation, and what RevOps teams should actually evaluate in email automation before hitting send.
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