Search has changed faster than most teams have adapted. For years, visibility meant ranking — climbing search pages through backlinks, keywords, and authority signals. Now, customers open ChatGPT or Gemini, type a question, and receive a synthesized answer drawn from...
What Actually Drives Sales, According to a TikTok Marketing Expert
If you're starting off the year with a bunch of execs demanding explosive growth in 2026, you'll like this creator's refreshing take: "Your brand doesn't need to be loved by everyone. Even if you've captured just 3% of the market,...
How to calculate and improve yours
The marketing efficiency ratio (MER) measures how much revenue marketing generates for every dollar spent. MER is calculated by dividing total revenue by total marketing spend for a defined period. Unlike ROAS, which focuses on the return of specific ad...
A guide for modern marketing teams
Search no longer rewards keywords alone — it rewards clarity. Large language models now read, reason, and restate information, deciding which brands to quote when they answer. An AI search strategy adapts content for that shift, focusing on being understood...
An explainer for SEOs and content marketers
Entity-based SEO is a content optimization strategy built around concepts, relationships, and context rather than isolated keyword phrases. Search engines identify entities — distinct concepts, people, places, or things — and connect them through the Knowledge Graph to interpret meaning...
What we learned building SalesBot — HubSpot’s AI-powered chatbot selling assistant
When I first joined HubSpot’s Conversational Marketing team, most of our website chat volume was handled by humans. We had a global team of more than a hundred live sales agents — Inbound Success Coaches (ISCs) qualifying leads, booking meetings,...
Setting up for better targeting
Automated email segmentation uses dynamic rules and real-time data to group contacts automatically, eliminating manual list updates while boosting campaign relevance. By connecting unified customer data, you can build segments that update based on behavior, lifecycle stage, or engagement, and...
Top 7 use cases for AI personalization in marketing
As a marketer and consumer, few can explain the impact of AI personalization quite like yours truly. I’ve created (and received) hundreds of personalized marketing assets in my day, and it’s crystal clear when something was created in a half-hearted...
Best AI workflow automation tools for growing businesses
AI workflow automation tools connect apps, data, and departments to execute tasks automatically — reducing manual work and improving efficiency across organizations. Unlike traditional rule-based automation, these tools use artificial intelligence to predict next steps, learn from outcomes, and continuously...
In 2026, the Most Differentiated B2B Teams Will Use Less AI, Not More
By Win Dean-Salyards, Senior Marketing Consultant at Heinz Marketing By 2026, “AI-powered” will mean nothing in B2B. Every SaaS platform will have copilots. Every GTM team will run agents. Every roadmap will be padded with automation, predictions, and generated insight....


