Artificial Intelligence / 165 posts found
AI search strategy: 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 and cited, not just ranked and clicked. Structured data defines entities and relationships; concise statements make them extractable; CRM connections turn unseen visibility into measurable influence. Clicks may decline, but authority doesn’t. In AI search, every sentence becomes a new point of discovery. This article explores what an AI search strategy is and how content marketers and SEOs can implement […]
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, and routing conversations to sales reps. It worked, but it didn’t scale. Every day, those ISCs fielded thousands of chat messages from visitors who needed product info, had support questions, or were just exploring. While we loved those interactions, they often pulled focus from high-intent prospects ready to engage with sales. We knew AI could help us work smarter, but […]
Automated email segmentation: 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 then trigger personalized workflows and content for each group. Start by cleaning your data, creating dynamic lists, linking them to automated journeys, and using AI to scale targeting and copy. In this blog post, we’ll guide you through setting up better targeting, step by step. Table of Contents What is automated email segmentation? What data do you need before you […]
AI-powered email content suggestions that actually convert leads
AI-powered email content suggestions are changing how marketing teams write, test, and scale email campaigns. Instead of guessing what message will resonate, marketers can now use AI to analyze data, predict engagement, and generate personalized content that converts. But there’s a huge difference between emails that sound good and emails that perform. In this guide, we’ll cover how to use AI email content suggestions to deliver stronger open rates, higher click-throughs, and measurable revenue impact. Table of Contents What AI-Powered Email Content Suggestions Are and Why They Matter Best AI Tools for Email Content Suggestions How to Set Up AI […]
Generative AI tools every marketing team should use
When I first started at HubSpot, I needed a new headshot fast. So, I turned to generative AI tools — and no one had any idea, at least not initially. Love ‘em or hate ‘em, generative AI tools are impressive. From text and data analysis to uncanny photos and celebrity videos, AI’s ability to imitate human voices and forms has improved dramatically in the past year. While they raise a lot of ethical questions, they can also help increase productivity and amplify marketing results when used strategically. Manufacturer Cold Jet, for instance, cut lead response time by 66% using HubSpot’s Smart […]
Starting a new business? Here are the AI tools I would use when building from scratch
Building a business has never been easier, but the landscape is also more competitive. The difference between success and failure often comes down to how quickly you can execute. You need to understand your market and know how to scale your operations. AI tools can help you get off the ground. If I had to rebuild my business from scratch today, I’d lean heavily into AI tools to make the process faster, smarter, and more efficient than ever before. Here‘s exactly how I’d approach rebuilding from zero, and the specific AI tools that would make it possible. Table of Contents […]
AI email subject lines that drive 3x more revenue and actually convert [+ exclusive insights]
Email subject lines determine whether your carefully crafted campaigns ever see the light of day — yet most marketers still rely on gut instinct and basic A/B testing to choose them. What if you could predict which subject lines will resonate with your audience before hitting send? AI email subject line optimization makes this possible by analyzing millions of data points from your actual subscribers’ behavior, automatically testing variations, and continuously learning what drives engagement. But here’s what most articles won’t tell you: there’s a massive difference between using a basic AI generator to brainstorm subject lines and implementing true […]
Enterprise generative AI tools that actually work
TL;DR: Enterprise generative AI tools are advanced software platforms designed to automate and enhance marketing, sales, and customer service at scale. The best tools integrate with your CRM, unify customer data, and support secure, governed workflows. To choose the right solution, focus on proven use cases, integration depth, governance controls, and measurable ROI. Start with a clear rollout plan, align teams, and use a selection matrix to compare vendors. Generative AI tools like ChatGPT have changed individual work, but using them in a company causes many challenges. Teams copy-paste customer data into external interfaces, but the outputs lack context from […]
Best practices for answer engine optimization (AEO) marketing teams can’t ignore
A few months back, I was having a bit of a professional identity crisis. And it’s all thanks to answer engine optimization (AEO) and AEO best practices. Before 2024, I spent the better part of a decade focused on topping search engine result pages — and, frankly, I was great at it. I knew the ins and outs of keywords, schema, and even technical SEO aspects like site speed. But with the rise of AI, those skills were slowly becoming less urgent, for lack of a better word. (Cue marketer existential panic.) Search and consumer behavior have changed dramatically. While […]
Machine learning in email marketing: What drives revenue growth (and what doesn’t)
TL;DR: Machine learning in email marketing uses algorithms to personalize content, optimize send times, and predict customer behavior — driving higher engagement and revenue. You can unify your CRM data and automate workflows to use ML for dynamic personalization, send-time optimization, and predictive lead scoring without a data science team. Email marketing has evolved from batch-and-blast campaigns to sophisticated, data-driven experiences. Machine learning algorithms analyze patterns, predict behavior, and personalize email marketing at scale. Not every ML application delivers results, and teams often find it hard to distinguish between hype and impactful use cases. This guide cuts through the noise. You‘ll […]