Measure Real Marketing Lift covers the gro...
Measure Real Marketing Lift covers the growing need to prove whether marketing actually changes customer behavior, rather than simply correlating with it. As email, rewards, cashback, account-based campaigns, and lifecycle automation get easier to launch, more teams are realizing that volume alone does not answer the real business question: did this campaign create incremental purchases, higher retention, or better margin, or would those sales have happened anyway?
That question is becoming more urgent now...
That question is becoming more urgent now because marketing stacks are getting more fragmented, customer journeys are crossing channels and devices, and buyers are often influenced by multiple touches before converting. The pain points are practical and expensive: merchants cannot tell whether store credit or post-purchase rewards are truly increasing repeat orders;
small businesses with tiny lists struggle...
small businesses with tiny lists struggle to know if email is generating real revenue or just activity; B2B SaaS teams lose attribution when one person opens an email but another teammate actually upgrades or books a demo;
and many operators suspect their email flo...
and many operators suspect their email flows or ESP migration improved something, but they lack a clean before-and-after read on revenue, conversion, and segment health. The audience is typically SMB owners, ecommerce operators, lifecycle marketers, growth teams, indie hackers, and developers building analytics or martech tools for businesses that need clearer proof before they spend more.
The most promising solution spaces are lig...
The most promising solution spaces are lightweight incrementality testing, holdout-based analytics, margin-aware reporting, account-level attribution, and workflow tools that turn raw campaign data into decision-ready recommendations. There is also room for products that audit existing email flows, compare incentive formats, or quantify the ROI of a platform migration using business outcomes instead of vanity metrics.
In short, this theme is about replacing gu...
In short, this theme is about replacing guesswork with measurement that reflects real buying behavior, and that creates a strong opening for focused SaaS tools, browser extensions, and analytics layers that help teams spend smarter. Explore the specific opportunities below to see where founders can build in this space.