The team knew the market, the technical conversations and the channels where demand was forming. The signals underneath were spread across six platforms and, in practice, not monitored at all, because the manual time cost was too high.
Six sources: code repositories with their issues, forks and stargazers, technical forums, the professional network with posts and reactors, blogs and RSS, newsletters, and video.
Contextual scoring plus ICP filters decide whether a signal is relevant enough to become an alert candidate.
A de-anonymization layer attaches a name and a company where it can, then qualifies that record against ICP criteria.
Only action-ready signals reach the team, in platform-specific channels, so the context arrives with the alert.
82% of captured signal rows never reached the team. What arrived was a usable decision stream rather than more noise, which is what was asked for.
filtered out before a human saw it. A prioritization layer, not a firehose.
This case is still early from a revenue-attribution standpoint. There is no confirmed response-rate or meeting lift yet, so we do not claim one. What is real already is the infrastructure and the operating leverage: zero consistent manual monitoring became one always-on system with measured selectivity at every stage. This was a GTM infrastructure project.
Every figure is pulled from the operating systems themselves: the CRMs, the sending platforms, the engagement tools, the Demand Compass™ ledger, with baselines drawn from the initial audits, and was shared with each client before being shared publicly. Reply classifications are human-reviewed; positives exclude auto-replies. Scored records retain per-lead evidence links (the signal, the post, the source), so claims can be audited row by row. We publish the cohorts that produced zero. The finding is the product. We do not report "influenced pipeline" and we do not publish multiples we can't show the math for.
The audit shows you the demand you can't see. The diagnostic shows you why your system misses it. The engine makes sure you never miss it again.
