DataWorks
B2B Marketing Data, Attribution & Analytics
Without visibility, you're flying blind. Without correlation, you're guessing.
Most marketing teams are rich in dashboards and poor in answers. DataWorks covers attribution, measurement infrastructure, and the intelligence layer that makes every other marketing investment legible.
Without visibility you are flying blind; without correlation you are guessing — this section is about replacing both with evidence.
Grounding queries turn AI citations into a content backlog
Microsoft Clarity’s grounding queries reveal how AI retrieves and cites your content, enabling a practical weekly workflow to improve AI visibility directionally.
The Marketing Tech Stack 2026: Essential Tools for Data-Driven Growth Teams
Sixty-two percent of B2B teams plan to reduce their tool count in the next twelve months, and the math is uncomfortable. With martech utilization dropping to 49% and CFOs demanding ROI over novelty, the question has changed from "what can we buy?" to "what's actually working?"
The AI Lead Gen Playbook: What Actually Works (And What's Just Noise)
Neil Patel's team had to pause their AI outreach system because it was booking too many sales calls. While 81% of sales teams use AI, the gap between winners and losers has never been wider - with signal-personalized outreach achieving 5x higher reply rates than industry average.
Eight Workflows That Turn a Product Brief Into a Launch Package
Ahrefs just published a playbook that should make every PMM leader pause and recalculate headcount assumptions. Their product marketing team built a workspace in Agent A that automates the repeatable work most teams still do by hand, and the math behind their eight workflows deserves scrutiny.
Don’t trust the dashboard: a 5-question QA for AI analytics
A practical 5-question audit marketing leaders can run in 10 minutes to validate AI-generated analytics, assumptions, and metric provenance before decisions.
AI Mode ads change search. Measure the lift, not the clicks.
Google’s AI Mode adds Gemini-powered ad formats; this ops-ready playbook shows how to test incrementality with a holdout before scaling spend.
Your SEO didn’t fail. Your visibility did.
A practical way to measure and regain AI-era demand gen: run a visibility holdout that ties AI answers and citations to qualified pipeline lift.
Google’s AI search memo: stop renaming SEO
Google says AEO and GEO are still SEO for AI Overviews—so focus on crawl/index fundamentals and make content more citable, not more gimmicky.
If you build a CRM with Claude, start with audit logs
A practical audit-first checklist for DIY CRMs: prove changes, execute GDPR erasure within ~30 days, and protect deliverability with SPF/DKIM/DMARC.