insights
Expert insights and analysis on marketing technology

Who Holds the Strings? If You Control the 'Outcome', You Can Stand Behind It...
AI adoption is moving from experimentation to accountability as organizations increasingly measure agentic AI by revenue, cost savings, and operational impact.

Ad Platforms Are Like LLMs. Which Frontier Model Are You Running On?
Multimodal AI gains intelligence by learning across text, images, audio, and structured data, creating relationships that single-input models cannot replicate.

What Really Happens During a Programmatic Ad Auction?
What really happens during an ad auction? See the step-by-step process behind real-time bidding, start to finish, in under 200ms.

Best AI Infrastructure Providers for Enterprise AI in 2026
Enterprise software fragmentation is creating broken data flows, disconnected CX, and rising SaaS costs across marketing, advertising, and CX teams.

How CRM automation and AI give marketers time back
CRM AI demos can overstate real-world benefits, making it important for marketers to assess whether AI features actually improve workflows, productivity.

Top AI SEO agencies: five teams that change different parts of the work
AI search is changing how buyers discover B2B vendors, but many AI SEO agency lists still fail to explain how agencies actually improve a brand’s visibility.

How to Build a More Reliable Martech Stack With APIs and Integrations
Martech stacks often struggle not because of individual tools, but because fragile integrations and changing APIs can disrupt how platforms work together.

Agentic Commerce Needs A Product-Data Error Budget
AI shopping agents are reshaping marketing infrastructure by relying on structured product data, pricing, availability, policies, & reviews to guide purchases.

From Tool Stack to AI Execution: How Multi-Platform Sellers Are Actually Getting Work Done
AI tools can save time, but fragmented platforms & manual workflows often limit their impact, leaving businesses with AI insights but little automated execution

Digital Creators’ Progression to Premium Video Platforms Is Already Underway
The U.S. creator economy is booming, with digital creator revenue projected to hit $21.1B in 2026 as creators reshape media, culture and audience engagement.

Web Push advertising in 2026: Outlook and forecast
Web Push advertising is evolving as privacy rules, platform policies, and user expectations reshape digital engagement strategies.

Google Search Is Becoming AI Search, Paid Search Advertisers Need To Prepare Now
Google’s latest search upgrade signals a major shift from keyword-based advertising to AI-driven conversational search experiences.
