Practical content on outbound sales, AI tooling, and GTM strategy. Written from the operator's seat, not the analyst's chair.
The full AI-SDR replacement thesis largely failed by 2024. Here is what actually works, and why the fundamentals still decide the outcome.
June 2026Custom signals beat basic filters every time. How to build a scoring model that surfaces the accounts most likely to convert.
June 20268 tactics for using AI across the full outbound workflow, without losing relevance or control. Most teams are barely scratching the surface.
June 2026Firmographic filters tell you who fits. Signals tell you who is ready. Here is how to build outbound around the accounts most likely to buy right now.
June 2026A single provider covers 40 to 55 percent of your list. Waterfall enrichment sequences multiple sources to reach 80 to 90 percent coverage, and you only pay for what it finds.
June 2026Manual personalization does not scale. Generic templates do not convert. Here is how AI closes that gap and where human judgment still has to live.
June 2026Most replies arrive after touch four through eight. Most teams stop at one or two. Here is what a well-built sequence actually looks like.
July 2026Most B2B visitors never fill out a form. Visitor identification reveals who they are and gives you a reason to reach out at exactly the right moment.
July 2026Interested, not now, wrong person, objection, referral: each requires a different response. Here is how AI reply classification works and why the routing logic is what makes it valuable.
June 2026A stage-by-stage breakdown of the best tools for early-stage B2B outbound, curated for seed and Series A teams based on hands-on experience and current market signals.