Research notes
A procurement-led framework for evaluating B2B contact data, LinkedIn automation, CRM enrichment, and an okki-go first prospecting workflow by total cost and workflow fit.
2026-09-21 · Zainab RahimiRead the noteA scenario-based guide for B2B sales teams deciding whether to invest in data enrichment capabilities. Covers solo founders, growing SDR teams, multichannel operations, and agency workflows — with real costs and mistakes to avoid.
Plan global lead generation by separating market access, language, consent, buying context, qualification, and handoffs instead of using geography as a lis
Cold email deliverability in 2026 requires authenticated sending identity, aligned SPF, DKIM, and DMARC where required, correct DNS and TLS, low complaint
A procurement manager argues that in outbound, paying for data certainty and permission clarity is cheaper than missing pipeline deadlines. Includes Okki Go vs Hunter evaluation criteria and what RevOps should ask in a company data API.
Find buyers in the USA by checking demand, channel role, state and sector context, transaction feasibility, and a reviewed outreach route.
Discover how lead generation specialists create value by solving defined evidence problems, avoiding the pitfalls of generic outsourcing. A complete guide
After burning roughly $18K in tool spend on intent data and skipping basic list hygiene, I've got one unpopular opinion for RevOps teams evaluating cold outreach: fix the foundation before you buy the signal layer.
An operator's comparison of agent-native prospecting (okki-go) and classic sales engagement platform features — and where AI personalization actually belongs in each workflow.
Automate targeting, qualification, routing, and follow-up only after the decision rule, exceptions, and owners are explicit.