The rules of content optimization just shifted. Again.

While marketers have spent years perfecting content for human readers and traditional search algorithms, a new player demands attention: AI agents that parse, summarize, and act on your content within seconds. These aren't the passive crawlers we've grown accustomed to. They're decision-making entities with strict limitations and specific preferences.

Addy Osmani's analysis, Google's AI engineering director, cuts through the speculation with concrete guidance. Front-load answers within the first 500 tokens, he advises, as agents have limited patience for preamble. Keep quick starts under roughly 15,000 tokens, conceptual guides under 20,000 tokens, and individual API references under 25,000 tokens when possible.

But here's the tension most publications miss: optimizing solely for AI agents risks alienating the humans who still make purchasing decisions.

Why the either-or approach fails

The tempting path is to choose sides. Optimize for humans and hope AI agents adapt, or restructure everything for machine…

The numbers sound impressive until you dig deeper. OpenAI's confirmation that ChatGPT ads reached a $100 million annualized revenue run rate within six weeks of the U.S. pilot launch tells only half the story.

More telling is what's happening beneath that headline figure. Search Engine Land reports that click-through rates are trailing those on Google Search among early testers. This performance gap isn't a technical glitch. It reveals something fundamental about how conversational AI changes the advertising game.

The friction that Google solved doesn't exist here

Google built its empire on intent. Someone searches "best running shoes" and they're ready to click an ad about running shoes. The friction between query and action is minimal.

ChatGPT operates differently. Users arrive for conversations, not transactions. They ask "What should I know about marathon training?" and expect a thoughtful response. An ad insertion at that moment creates cognitive friction that doesn't exist in…

The numbers tell an uncomfortable story for content marketers. Quattr's March 2026 analysis found user-generated content footprint expanded 14.5% week-over-week during Google's latest core update, with Reddit alone capturing 86,900 query exposures across monitored verticals.

But here's what most coverage is missing: this isn't just about Reddit winning. It's about Google fundamentally reweighting how discussion formats compete against traditional content marketing approaches.

The Real Signal Behind the Shift

Google's official framing centers on "information gain," according to Level Agency's post-update analysis. Pages that simply reword existing top results without fresh data, original perspective, or meaningful analysis are losing ground.

Discussion formats have an inherent advantage here. When someone asks "Which CRM should I choose?" on r/sales, the responses contain specific use cases, pricing experiences, and implementation challenges that traditional "10 Best CRM Tools" articles rarely capture.

This connects directly to your Reach strategy within our RACE framework because the update fundamentally changed…

From B2B to E-commerce to Brands, we've got examples of digital marketing plans for early startups through to multinational enterprises

Whether you're starting from scratch, or improving your existing plans, examples of digital marketing plans help marketers see the how, not just the why, of structuring their approach to digital marketing. Because of this, we have always included examples with our planning templates. Sharing examples can also be useful for onboarding your team in the marketing planning process, or getting marketing strategy buy-in from senior management.

How example plans can help you

Are you looking for a very basic structure from which to start building a scalable digital marketing plan? Are you approaching planning with only a very limited time to pull together any kind of digital plan right now? Are you brand new to the planning process and unsure of what your first step should be? If you answered yes to any of…

Digital marketing is more important now than ever. My recommendations on the challenges and opportunities for growth

Digital marketing is deceptively easy if you take the deliberately simple definition from my book Digital Marketing:Strategy, Implementation and Practice where I define Digital Marketing as: "Achieving marketing objectives through applying digital media, data and technology". But in reality, digital marketing is a tough challenge since many businesses know how vital digital and mobile channels are today for acquiring and retaining customers. Yet the research shared below shows that many businesses don't have an integrated plan to support digital transformation and business growth based on engaging their audiences effectively online. In this article, I will explain why a digital marketing strategy is essential for all businesses. If you're looking for an introduction to the scope of digital marketing and what should be included in a plan, see my post explaining What is Digital Marketing. Regardless of the type…

Dr. Dave Chaffey, author of Digital Marketing: Strategy, Implementation and Practice explains a process to achieve success by focusing on the 18 most important digital marketing techniques

Simply put, our definition of digital marketing, or online marketing, is: "Achieving marketing objectives through applying digital media, data and technology." Within this broad digital marketing definition, there are many vital channels and platforms that we will introduce and share strategies and tactics for in this article, as well as the key digital marketing KPIs and metrics for success. To our overview of digital marketing relevant for 2025 we also share some of the latest insights on which the most successful digital marketing channels are in 2025. In this overview of digital marketing designed for people who are new to it, I will cover: What is digital marketing? 18 key types of digital marketing techniques across 6 media channel How to achieve the business…

Dr Dave Chaffey’s annual review of the marketing trends that will matter for B2C and B2B marketers in 2026

In my review this year, I'll be again be aiming to keep it practical for marketers since I will recommend trends to review across the customer lifecycle based on our RACE planning framework. I'll cover all the key media channels and tactics such as those in the lifecycle visual below. This is a B2B Marketing lifecycle example, we also cover B2C lifecycle marketing in my original article on Lifecycle marketing. As well as practical marketing tactics covered under RACE, I will start with strategic marketing trends covered under Plan. Note: I originally wrote this article in September 2025 and will update it through 2026 in line with new developments. In the December 2025 update I have incorporated the latest research on…

Do you, or does your organization, use SOPs for digital marketing activities?

You may not have heard of SOPs, since the technique seems to be more widely used in the US and in markets where the sales process is more technical (think E-commerce or B2B rather than consumer brands and smaller businesses). But I believe they are a powerful technique that any business in any market can benefit from. They are particularly useful for agencies and consultants to use when working on client activities. In a larger team, in particular, they can help achieve consistency of approach and results by everyone following best practices and can support training of less experienced team members.

What is a Marketing Standard Operating Procedure (SOP)?

So, what is an SOP? In short, an SOP defines a repeatable procedure for how a business process task should best be completed by defining a series of steps or sub-tasks. In marketing,…

How to streamline your planning and measurement of integrated digital marketing using RACE

Smart Insights created RACE as a practical tool to help marketers and business owners plan, manage, and optimize their digital marketing using a more strategic, structured, and data-driven approach. Our RACE Growth System for improving marketing effectiveness has two parts which we will introduce in this article through two different visuals: 1. The RACE Planning Framework: defines the essential activities and measures businesses need to master to survive and thrive in today’s marketing world. 2. The RACE OSA improvement process: defines the three steps needed to build and implement your growth plan - either for your overall marketing plan or for an individual channel, such as organic search, social media or email marketing. Use our free, planning template download to get started with using RACE to grow your business. These will help you create a 90-day prioritized plan to improve your results…

Our recommended process and tools to help you grow your marketing career with strategic skill development

As marketers, we understand how challenging it can be to keep all your plates spinning. You’re trying to manage your day job, while staying up to date with all the latest industry and platform changes, while making sure you are fed and watered and clean and getting enough sleep to keep your brain in gear. Not to mention remembering Auntie Wendy’s birthday and making sure the dog has had enough exercise. With all this going on, setting time to learn marketing skills is often pushed to the back of your priority list. Over time, you drop the plate. There are a few reasons for this. From speaking to marketers over the years, Continuous Professional Development (CPD), feels like something you should be doing, but often gets ‘saved for later’, while we try to keep…