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11+ Real-World AI Agent Examples

ai-hidden, Artificial Intelligence
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11+ Real-World AI Agent Examples AI agents are like the backstage crew at the concerts we attend: Operating independently on the backend to deliver a smooth experience on the user end. They power many of the tech we use – and have for a while – but haven’t gotten that visibility until recently. In this article, we’ll break down real-world examples of how AI agents are used across industries. AI Agent Examples in Real Life 1. Recommendation Engines Every time you sift through recommendations on your Netflix, you’re seeing AI agents at work. AI agents take action without constant human intervention by recognizing patterns and predicting behavior. When Netflix is recommending you shows to watch, that rec list has been compiled by an AI agent tasked with analyzing your watch history and ratings for trends and genre preferences. Brands like Amazon, YouTube, and Spotify all use similar agents to personalize user experience. 2. Dynamic Pricing Models Hotels, ride-hailing apps, and airlines all have one thing in common: Surge pricing – powered by AI agents. These companies operate on a flexible pricing structure that fluctuates based on factors like supply, demand, and user trends. Source Take Lyft for instance. If I order a ride at 2 a.m. on a Saturday during Art Basel, it will surely cost me more than on a Tuesday night at 8 a.m. When the user even places the request for a ride, the AI agent evaluates these factors, sets the price, and...

How to Create the Perfect Marketing Timeline [Template + Examples]

Infographics
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How to Create the Perfect Marketing Timeline Creating a marketing project timeline template where everyone knows what they're working on (and when it's due) can help ward off campaign scope creep and nail those important deadlines. As a marketing manager, I can tell you the smoothest way for your marketing team to succeed despite the chaos of multiple campaigns, shifting priorities, and tight deadlines is to have a steady hand and an eye on the timeline. To help you ensure that your next marketing project stays on schedule, I'll cover the essentials of setting up a marketing project timeline template, the best formats to use, and several marketing-specific examples to inspire your future campaign planning. Table of Contents What is a marketing project timeline? Why create a marketing project timeline? Marketing Project Timeline Template How to Create a Marketing Project Timeline Marketing Project Timeline Examples What is a marketing project timeline? A marketing project timeline is a visual display that tracks the completion of various steps in a marketing campaign or initiative over time. It provides a meta-view of all marketing tasks in achieving campaign objectives, enabling a marketing manager to better direct the team members responsible for each deliverable and report the campaign's status to stakeholders and executives. Why create a marketing project timeline? Time management is one of the top skills marketing employers look for in candidates across all levels. Missed deadlines and rushed marketing deliverables can set...

AI Image Generators: I Tested 12 of the Best. Here’s the Scoop for Marketers.

Artificial Intelligence
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AI Image Generators: I Tested 12 of the Best. Here’s the Scoop for Marketers. Fueled by the rise of MySpace and a secret Bollywood fandom, I started teaching myself graphic design as a preteen. But thanks to AI image generators, you no longer have to be a lifelong creative like me to turn your ideas into a visual reality. AI image generators can help anyone create visuals that are weird, wonderful, and…weirdly wonderful. (Remember the Willy Wonka debacle in Glasgow?) But how exactly do you use AI to generate images, and what’s the best option for marketers? I tested the top options — Here’s the scoop. Table of Contents How do AI image generators work? How I Tested the Best AI for Images How do AI image generators work? AI image generation can get wild. You can create images in any style and of practically anything. For instance, I made “a photorealistic orange rabbit wearing a traditional Indian sari and playing an acoustic guitar” using Google’s Gemini. Then I asked for an electric guitar: Why exactly? Well, as many people justify their oddball AI creations: because I could. But that doesn’t mean using AI to generate images should be taken lightly. Plagiarism is one of many concerns with even the best AI image generators. And it makes sense, considering the very nature of how they work. AI image generators create by reimagining things that already...

The Email Marketing Strategies Beyoncé, Royal Caribbean, and Sprinkles Cupcakes Use to Boost Conversions and Loyalty

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The Email Marketing Strategies Beyoncé, Royal Caribbean, and Sprinkles Cupcakes Use to Boost Conversions and Loyalty Welcome to Creator Columns, where we bring expert HubSpot Creator voices to the Blogs that inspire and help you grow better. Email marketing isn't dead—it’s evolving. With an average ROI of $36 for every dollar spent, it remains a marketing powerhouse. But here's the twist: making your emails more inclusive isn't just good ethics — it's good business. As an inclusive marketing strategist who's analyzed countless marketing campaigns, I’ve noticed that brands that embrace inclusion in their email marketing ultimately attract, convert, and maintain even more subscribers. When people feel seen, they're more likely to click “buy now” instead of “unsubscribe.” Let's explore five clever strategies that brands like Beyoncé’s Cécred and Royal Caribbean use to make their subscribers feel like VIPs. 5 Inclusive Email Marketing Strategies 1. Sprinkles Cupcakes celebrates cultural heritage. Sprinkles Cupcakes does a fantastic job making people whose heritage is traditionally underrepresented feel seen. The brand does this by communicating about various special edition cupcakes that highlight different cultures and celebrations. Whether it's emailing about cupcakes for Lunar New Year, Hanukkah, or other special flavors the brand has incorporated that are specific to certain communities like Cuba, Puerto Rico, or Vietnam, the variety in their offerings is a smart way to get more people to buy. The brand speaks to cultural heritage in both their email subject lines and in the body of the email. When I received their email...

Be a Knock Out in Small and Local Business Marketing

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Be a Knock Out in Small and Local Business Marketing In addition to running a marketing agency with customers around the globe and a seven-figure local business, today’s master is also a kickboxing champion and MMA fighter — making Jennifer Waters easily the marketer I’d least like to fight. Though Flo from Progressive seems like she’d be a scrapper, right? It’s not just me? But rather than spend our time arguing about which mascot would win in the octagon, today she’s here to teach you how to kill it… in small and local business marketing that is. But don’t worry; you SMB and enterprise marketers will get your kicks in, too. Meet the Master Jennifer WatersCo-founder, 7 Figure Dojo; Executive sensei, Seigler’s Karate Center Claim to fame: Grew her small business to seven figures (Thus the name of her agency!) Fun fact: She’s a sixth-degree Kempo karate black belt and purple belt in Tetsu Shin Ryu Jiu-Jitsu   Lesson 1: Forget omnichannel. Think omnipresence. “To survive as a local business, you need to think and market like a Fortune 500 company,” Waters says. If that reflexively made your wallet pucker, you can relax. She means that you need to think bigger than just a few scattered Facebook ads. “You need to do what I call omnipresence marketing. Digital marketing is just one arm of it,” Waters explains. So while omnichannel refers to coordinating your marketing across all of your digital channels,...

How Marketers Can Use Retail Media Networks to Get In Front of Customers [Expert Tips]

Media Planning
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How Marketers Can Use Retail Media Networks to Get In Front of Customers I was shopping for dog treats recently. My dog has particular tastes, so I turned to Amazon to find what new treats might delight her. Amazon collects my browsing data and purchase history (aka, first-party data) and uses it to plan and deliver targeted ads while I’m on the platform. One of these ads led to me a good deal on some rawhide-free chewy rolls, which have now become her favorite. The retail media network (RMN) is what runs behind the scenes to enable that integrated experience. It’s how brands get their products in front of eager customers like me while not wasting too many ad dollars chasing cat owners instead. If you’re running advertising for a brand, you may have questions about RMNs. How do I get involved in RMNs? How much should I spend? What returns can I expect? Along with help from a few RMN experts, we’ll work through answers to these questions and more. Table of Contents What is a retail media network? The Benefits of Retail Media Networks How Retail Media Networks Work Top Retail Media Networks Tips for Using Retail Media Networks What is a retail media network? A retail media network is an advertising platform that runs within a store’s website or app. These networks...

How We’re Building Breeze to Power the Future of GTM

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How We’re Building Breeze to Power the Future of GTM Two years after Generative AI took off, one thing is clear: AI will transform the way businesses operate. But for most small and medium businesses, the AI landscape feels overwhelming. They don’t need the hype; they need practical help. The reality is that 50% of small businesses fail within five years. Not because starting a business is hard, but because scaling one is brutal. When you’re caught between limited resources and ambitious growth goals, you need tools that deliver actual results, not more complexity. That’s what we’re building with Breeze — AI designed specifically for scaling companies, built directly into HubSpot’s customer platform. In this post, we’ll take you behind the scenes of how we’re building Breeze, the most common use cases, and how it’s already helping real businesses drive results. The Breeze Tech Stack: Building for the AI-First Era Software is evolving. What started as desktop programs in the 1990s and moved to cloud-based SaaS in the 2000s is now entering a new era: software that doesn’t just serve, but works toward outcomes. This is the shift from “software as a service” to “results as a service.” We’re not building AI because it’s the latest tech trend — we’re using AI to deliver what customers are actually after: more leads, faster sales cycles, and better customer satisfaction. With Breeze, scaling companies can quickly and easily get value from AI connected to their customer data. We’re distinguishing Breeze in...

Is B2B Telemarketing Making a Resurgence? Here’s What the Experts Say

B2B marketing
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Is B2B Telemarketing Making a Resurgence? Here’s What the Experts Say Like many professionals, I face a deluge of sales messages every day. It’s easy to tune out emails, display ads, and LinkedIn messages. But a phone call? Love it or hate it, it captures my attention. I set out to discover if B2B telemarketing is dead in 2025, or if it’s due for a comeback. I talked to sales experts and dug into data to find out whether cold calling still has a place in the modern sales strategy. Follow along as I share what I found and the expert tips I uncovered on how to turn conversations into conversions with a phone call. Table of Contents What is B2B telemarketing? Is telemarketing dead? Benefits of B2B Telemarketing B2B Telemarketing Types Tips for B2B Telemarketing What is B2B telemarketing? B2B telemarketing is an outbound sales tactic in which one company attempts to build a relationship and sell its products or services over the phone to another. It’s better known as cold calling, “cold” because the seller is initiating contact with the buyer instead of the other way around. Is telemarketing dead? To answer my question, I turned to HubSpot’s State of Sales report to see what sales reps say about telemarketing as a lead gen and sales tactic. First, I saw data that confirmed what I already knew: 71%...

7 Brands That Got Inclusive Marketing Right

Free Marketing Software, Marketing Trends
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7 Brands That Got Inclusive Marketing Right Welcome to Creator Columns, where we bring expert HubSpot Creator voices to the Blogs that inspire and help you grow better. As an inclusive marketing strategist and consultant, one of the things I find myself having to educate clients on is the right way to think about marketing inclusively. At its core, inclusive marketing is all about helping a brand attract and retain more of the people who have the problem that brand solves. Good marketing is inclusive. The consumers your brand serves have a number of different identities that impact their product decision-making process, their degree of success, as well as the experiences they have while considering and using your product. Brands that acknowledge the ways in which consumers are different, and then find ways to better serve those differences, are making a big impact with more consumers and growing as a result. In the examples below, I’ll walk you through how seven different brands effectively approach inclusive marketing, which enables them to attract and retain more of the customers they want to reach. Examples of Effective Inclusive Marketing 1. Mattel leans into inclusive product design. More than 300 million people worldwide are colorblind. In the summer of 2024, Mattel announced its journey to making its games colorblind-accessible. The brand noted 80% of its games would meet this standard by the end of 2024, including UNO, Skip-bo, and Kerplunk, and 90% of the portfolio would be colorblind-accessible by the end of 2025. A...