Mahesh Sirvi
Search customer journey orchestration and every result on page one is a software vendor explaining why you need their platform. That isn’t a conspiracy, it’s a gap. The category is defined almost entirely by the companies selling it, and most of them describe a consumer world of cart abandonment, loyalty points, and app push notifications. … Read more
Most B2B buying journeys are quietly broken even when you win the deal. Forrester’s State of Business Buying, 2024, a survey of more than 16,000 buyers, found that 86% of purchases stall somewhere in the process and 81% of buyers end up dissatisfied with the provider they chose. Customer journey optimization is the discipline that … Read more
Most B2B teams can buy a list of 10,000 companies by lunch. The hard part is knowing which 200 are worth a rep’s time this quarter. That is the job firmographic and technographic data do together: firmographics tell you what a company is, and technographics tell you how it operates and what it already runs. … Read more
A source-revalidated audit of public AI pricing information for 100 named B2B software vendors, with unresolved access kept separate from information not found.
At any given moment, only about 5% of the companies in your market are actively looking to buy. The other 95% are not, no matter how sharp your outreach is. That figure comes from the LinkedIn B2B Institute’s research with the Ehrenberg-Bass Institute, and it is the whole reason B2B intent data exists: to find … Read more
A B2B deal closes for $80,000 in annual recurring revenue, and the first question from finance is the one marketing dreads: which campaign brought it in? The honest answer is that no single campaign did. The account touched dozens of things on the way to signing, and the branded search someone typed the day before … Read more
AI for strategic planning is useful only when leaders treat it as a decision system, not a shortcut for writing a prettier strategy document. The real gain is not that a model can summarize market reports faster. It is that leadership teams can compare scenarios, spot weak signals, pressure-test assumptions, and turn the plan into … Read more
Hiring skilled Shopify developers is not about picking the person with the cleanest portfolio screenshot. It is about finding the developer who can turn a messy store problem into scoped work, prove the technical path, and keep the store stable after launch. The search results for this topic are full of directories, hiring marketplaces, agency … Read more
Search “marketing automation workflow” and you will find a hundred lists of examples. The harder question, the one that decides whether automation helps or hurts, is how to actually build one that works. On marketing forums the most-repeated warning is blunt: most teams try to automate everything and end up automating chaos, because a bad … Read more
Most B2B marketing automation projects don’t fail because the software is bad. They fail because the team automated a targeting problem. Point a fast, tireless system at a fuzzy audience and you get the same weak outreach as before, only now it reaches more people, more often. That’s the blunt consensus in threads like r/b2bmarketing, … Read more
Most content reports answer the wrong question. They show how much traffic a blog got and how many people shared it, then go quiet the moment someone asks whether any of it produced revenue. That gap is why a third of B2B marketers still name measuring content effectiveness as a top challenge, according to the … Read more
Most enterprise deals don’t die at the closing table. They die in week 14, when a security questionnaire lands in an inbox nobody owns, or when a procurement lead the rep never met asks for a second round of redlines. The deal was never really one deal. It was a consensus, slowly assembled across a … Read more