B2B marketing analytics implementation fails most often not because of the wrong tools, but because of the wrong starting question. Most teams begin by asking “what should we measure?” when they should be asking “what decisions do we actually need to make?” Get that backwards and you end up with dashboards full of numbers that…
The KPI most likely to be a vanity metric is the one your team celebrates without being able to connect it to revenue, retention, or any decision that changes how you spend money. Page views, social media followers, email open rates, and impressions are the usual suspects, but the problem runs deeper than a list…
Google rank fluctuation is the movement of a page’s position in search results over time, caused by algorithm updates, competitor activity, technical changes, and shifts in search intent. Most fluctuation is normal. The question worth asking is not why rankings move, but which movements signal a real problem and which ones are just noise. After…
The most effective go-to-market strategies in data enrichment share one quality: they treat data quality as a commercial argument, not a technical one. When your GTM motion is built on enriched, accurate, and continuously updated contact and account data, you stop wasting budget on the wrong people and start having the right conversations earlier in…
Proxies for market research are indirect data sources that stand in for direct measurement when primary research is unavailable, too slow, or too expensive. Instead of surveying your target market directly, you read signals from adjacent behaviours, observable outputs, and publicly available data to infer what you cannot measure outright. The technique is older than…
Competitive intelligence SEO is the practice of systematically analysing your competitors’ organic search presence to identify keyword gaps, content weaknesses, backlink patterns, and positioning shifts that you can act on. Done properly, it moves you from guessing what might work to understanding what is already working for others in your market. The discipline sits at…
Modern advertising sits at an awkward crossroads. The tools have never been more sophisticated, the data has never been more granular, and yet most brands are reaching fewer new people than they were a decade ago. The dominant logic of the last fifteen years, chasing measurable clicks and attributable conversions, has quietly hollowed out the…
Thought leadership measurement in executive hiring means tracking whether a senior leader’s public content, speaking, and professional visibility is actually influencing candidate attraction, employer brand perception, and hiring outcomes, rather than just generating impressions. Most organisations have no framework for this. They know the CMO posts on LinkedIn. They have no idea if it moves…
Attribution theory in marketing is the framework used to assign credit for a conversion across the touchpoints that preceded it. The model you choose determines which channels appear to be working, which get defunded, and where your next budget cycle goes. That is not a technical question. It is a commercial one. Most marketers treat…
Google Analytics Goals, and their GA4 equivalent conversion events, cannot track offline conversions, cross-device user journeys, phone call outcomes, in-store behaviour, or any interaction that happens outside the browser session. They also cannot attribute revenue to the full sequence of touchpoints that led to a conversion, capture what users intended but did not do, or…
Practical marketing intelligence
for people who think.
© 2026 The Marketing Juice