DataWorks
Without visibility, you're flying blind. Without correlation, you're guessing.
Google's Product Feed Strategy Points to the Future of Retail Discovery – And Most Marketing Teams Are Measuring It Wrong
Google's treating product feeds as infrastructure, not just Shopping campaign inputs – and most marketing teams are still measuring success with 2019 scorecards. The companies that get this shift are capturing visibility across AI search, YouTube, and visual discovery while competitors focus on single-campaign ROAS.
Martech for 2026 is a replacement year—so the report is ungated on purpose
A practical look at why 2026 is a martech replacement cycle and how to use holdouts and guardrails to renew tools based on incremental lift.
AI's Shortlist Is the New B2B Battleground – And Most of Us Aren't Even on It
Here's the uncomfortable truth: 51% of B2B buyers now start their research with AI chatbots instead of Google, and 96% of companies are invisible during AI-driven discovery. If you're not on the algorithm's shortlist, you're not competing – you simply don't exist.
Synthetic Research Is a Promise With a Catch – And the Catch Is Governance
The synthetic research market is exploding toward $4.6 billion by 2032, promising instant insights and compressed timelines. But speed without validation is just expensive guessing – and the governance frameworks to use these tools responsibly are what separate strategy from risk.
OpenClaw, explained like an operator: build it, train it, and keep it from going off the rails
A practical 2026 operator guide to OpenClaw: define one job, set permissions and approvals, train with feedback loops, and measure impact safely.
Influence Happens Everywhere. Attribution Still Acts Like It Doesn’t.
New 2026 web rankings show attention is concentrated, but influence is fragmented; run a holdout test to measure incrementality beyond search clicks.
GPT-5.4 Mini and Nano: The Demand Gen Take Is Latency, Not “Smarter AI”
OpenAI’s GPT-5.4 mini and nano shift AI unit economics in 2026; here’s a practical routing experiment with metrics, guardrails, and stop-loss.
The Marketing Talent Pipeline Is Breaking – And We're All Holding the Wrench
The entry-level marketing talent pipeline is cracking under AI adoption pressure – and we're the ones applying it. Entry-level jobs dropped 35% while we celebrated productivity gains, severing the very ladder that created today's marketing leaders.
Agent API Isn’t an AI Feature. It’s a Runtime Decision.
A practical 2026 operator guide to Agent APIs as managed runtimes—what changes, why it matters now, and a holdout test to measure lift safely.