SEO Tools and Resources

What do conversion rate optimization (CRO) and findability look like for an AI agent versus a human, and how different do your strategies really need to be? More and more marketers are embracing the agentic web, and discovery increasingly happens through AI-powered experiences. That raises a fair question: what does CRO and findability look like for an AI agent compared with a human? Several considerations matter, but the core takeaway is clear: serving people supports AI findability. AI systems are designed to surface useful, grounded information for people. Technical mechanics still matter, but you don’t need entirely different strategies to be findable or to im…

For more than a decade, the dominant model was simple — identify a keyword, write an article, publish, promote, rank, capture traffic, convert a fraction of visitors, and repeat. But that model is breaking. Content marketing is collapsing and rebuilding simultaneously. AI systems now answer informational queries directly inside search results. Large language models (LLMs) synthesize known information instantly. Information production is accelerating faster than distribution capacity. Public feeds are already saturated. The cost of producing content has fallen to nearly zero, while the cost of being seen has never been higher. That changes everything. Here’s a…

Every year, Google suspends tens of millions of Google Ads accounts for advertising policy violations. One specific policy area that confuses many legitimate advertisers is Google’s “three-strikes” system. Essentially, if Google decides your account has repeatedly violated any of 15 specific Google advertising policies, you’re at risk for temporary (and potentially permanent) suspension of your Google Ads account. To help you prevent a single policy issue from snowballing into a full account suspension, here’s how Google’s three-strike system works and what you should do at every stage to keep your ads running. Case study: Appealing a Google Ads strike Over…

Every once in a while, a product launch doubles as a marketing masterclass. Recently, Selena Gomez’s Rare Beauty released a new fragrance, and it wasn’t just the scent that captured attention. It was the bottle. Designed with accessibility in mind, the easy-to-use packaging quickly became the story, sparking conversations and praise from accessibility advocates and consumers alike. The takeaway for marketers is hard to miss. An inclusive design decision became the campaign itself, delivering more cultural impact than any ad spend could buy. And the lesson for marketers is equally clear: accessibility drives loyalty, enhances brand reputation, ensures compliance, and a…

Google’s AI Mode is increasingly citing Google itself — and often sending users back to another Google search, according to new SE Ranking research. Why we care. AI search is meant to surface the best sources on the web. If Google increasingly cites itself, you may see fewer direct links and less traffic as more users stay inside Google. The details. Google.com was the most cited source in AI Mode answers, accounting for 17.42% of all citations, SE Ranking found. That makes Google.com the most referenced domain — more than the next six domains combined: YouTube, Facebook, Reddit, Amazon, Indeed, and Zillow. Accelerating trend. In June 2025, Google cited i…

OpenAI is backing away from putting checkout directly inside ChatGPT. Instead, purchases will shift to retailer apps that connect to ChatGPT, The Information reported. Why we care. ChatGPT aims to be more than a discovery engine. Right now, though, product discovery inside ChatGPT is gaining traction faster than purchases. That suggests AI-powered shopping is only influencing the consideration stage (at least for now), not driving conversions. What happened. OpenAI had planned to let shoppers buy products directly from listings in ChatGPT search results. Instead, an OpenAI spokesperson said that Instant Checkout is moving to Apps, where purchases happen inside con…

Google’s Liz Reid, VP and head of Search, drew a clearer line between Google Search and Gemini but said it’s still unclear whether the products will converge, diverge further, or be superseded. The big picture. Reid said Search is an information product focused on helping people connect with the web, while Gemini is centered more on assisting with productivity and creation. She added that the boundaries are fluid, especially as AI products evolve quickly and agentic experiences reshape how people use the internet. What she’s saying. In short, Reid said Search and Gemini share technology but have different product “north stars.” They could overlap more over time, b…

Google is reaching out directly to advertisers via email, requiring them to confirm whether their campaigns contain EU political ads — with a hard deadline of March 31st. Why we care. This isn’t optional. EU regulation now requires Google to verify political ad status across all active campaigns, and advertisers who don’t act before the deadline could face compliance issues. What’s happening. Google is asking every advertiser to declare whether their existing campaigns include EU political ads. The requirement applies to all current campaigns and must be completed by March 31, 2026. How to comply: Google has outlined three ways to submit the confirmation: …

Until a few years ago, schema helped search engines extract basic facts and display visual enhancements like star ratings and sitelinks. However, in the AI-driven search world, schema plays a different and fundamental role for local SEO, helping Google and other AI systems understand who you are, what you do, where you operate, and how confidently your information can be reused. Improving rankings isn’t as relevant. Now, schema helps reduce confusion for Google and reinforces your business as a stable, trustworthy local entity across traditional search, local packs, AI Overviews, rich results, and external AI platforms. Let’s dig into how schema helps local S…

Do you think you’re able to answer the question every marketing leader dreads hearing from leadership: “Why isn’t our marketing effort doing more?” How do you even go about answering that? Let’s look at what I mean using a fictional location analytics company we’ll call Acme Area Analytics. The Acme team reviews its reports. Nothing appears broken. Campaigns are running, leads are still coming in, and performance metrics are mostly stable. Yet sales momentum isn’t clearly accelerating, and it’s hard to pinpoint why. Insights are scattered across site analytics, brand monitoring and SEO tools, CRM systems, and paid media dashboards. Each platform reflects p…

If I hear “always be testing” one more time, I might scream. It was great advice in 2016. In 2026, it’s a great way to light your budget on fire. That mantra made sense when budgets were loose and platforms forgave a lot of chaos. Launch five audience tests simultaneously? Sure, why not! Swap out three creative variables at once? Go for it! But the rules have changed. Our new reality has tighter budgets, longer learning phases, and signal fragmentation everywhere. One poorly structured test can distort your performance for weeks, not days. That performance hit compounds fast. Modern experimentation is expensive and risky. Why pay that price when we have the p…

Video advertising has never been easier to distribute. Platforms can deliver impressions and views at an enormous scale across YouTube, paid social, short-form video, and connected TV. But distribution isn’t the same as effectiveness. Many campaigns generate impressive platform metrics while producing little measurable business impact. The problem usually isn’t targeting, budget, or platform choice. It’s a deeper strategic issue: campaigns are optimized for outputs like views and impressions rather than outcomes like attention, persuasion, and action. Most video ads fail because they misunderstand attention Poor targeting, limited budgets, and platform choi…

Google AI Max drives revenue but at a higher cost, according to Smarter Ecommerce’s Mike Ryan, who analyzed 250+ campaigns. Outcomes vary, and much more testing is still needed. Why we care. AI Max isn’t a minor update. It’s Google’s most significant reimagining of Search campaigns in years, shifting away from keyword syntax toward pure intent matching. For you, that’s both an opportunity (possible growth) and a risk (an efficiency tradeoff). By the numbers. The result of the analysis: Median revenue: +13% Median CPA: +16% ROAS range: +42% to -35% Advertisers who activate AI Max typically see 14% more conversions or conversion value at a similar…

While OpenAI becomes increasingly independent from Microsoft and, by extension, Bing, has it replaced this new found freedom for a dependent relationship with Google? Has OpenAI’s increasing independence from Microsoft and, by extension, Bing, become an overly dependent relationship with Google? Our study comparing shopping query fan-outs (QFOs) in ChatGPT from both Google and Bing carousels seems to have provided at least somewhat of an answer to that question. Let’s take a look at how this study was conceived and what we found. Brief shopping fan-out background and technical explainer In November 2025, a few researchers in the AI research space, including myself,…

For 20 years, the web has run on a simple trade: publish content that meets a person’s needs, rank in search, earn traffic, then monetize that traffic through products, services, affiliate referrals, or ads. Zero-click answers and AI search are rewriting that relationship. The new question is whether AI will cite you as a source — and whether that visibility can turn into revenue. To understand who gets included and who gets routed around, I ran over 200 AI visibility audits across 10 industries. The pattern was consistent: Most sites are easy to parse, but hard to justify citing. And the industries that rely on discovery traffic the most are often the ones ma…

How content is structured in an article or blog post might not seem controversial. But, apparently, Google doesn’t want you to create bite-sized chunks of content simply to please LLMs. Called “chunking,” this technique helps get your content noticed by AI models and reflects how readers actually engage with online content. Chunking may make content more retrievable or citable in AI search, but ultimately, it improves the flow of content and makes concepts easier for people to understand. Let’s talk about how chunking works and when to use it. What is chunking? Chunking is the practice of organizing text into distinct, self-contained units of meaning. When cont…

You’ve probably heard developers talk about the DOM. Maybe you’ve even inspected it in DevTools or seen it referenced in Google Search Console. But what, exactly, is it? And why should SEOs care? Let’s take a look at what it is, why it’s important, and how to best optimize it. What is the DOM? The Document Object Model (DOM) is a browser’s live, in-memory representation of your webpage. It acts as the interface that allows programs like JavaScript to interact with your content. The DOM is organized as a hierarchical tree, similar to a family tree: The document: This is the root of the tree. Elements: HTML tags like <body>, <p>, and <a…

There’s a growing problem in SEO and content marketing that doesn’t get talked about enough: everything is starting to sound the same. The same phrasing and structure, the same bland tone, the same safe language, the same robotic rhythm. The web is filling up with perfectly optimized content that no one actually enjoys reading. And that’s the real risk. Not that AI will replace SEOs, Google will penalize AI content, or automation will destroy search. The real danger is that brands lose their voice, their personality, and their identity in the name of efficiency. AI should make your SEO better, not blander. Faster, not flatter. Scalable, not soulless. Her…

Google posted a new help document on “Things to know about Google’s web crawling.” While many of those “things to know” are already known, Google felt it would be a good idea to make this document in order to provide “basic educational information about crawling to better highlight various resources about crawling that are available to site owners.” The document has 9 items posted in it right now including: Frequent crawling is a good sign! Google wrote, “If we’re crawling your site a lot, it’s an indication your pages have fresh or highly relevant content that people want to find, and that our systems are recognizing that demand. Online shopping is a great …

One of the most profitable Google Ads targeting tactics is retargeting: showing ads to people who are already familiar with your business. But if you still think that “retargeting” means a Display campaign chasing users around the web with banner ads, you’re missing out on how “Your data segments” actually function today. Let’s explore how you can leverage your proprietary audience data in new ways, and what mistakes to avoid in 2026 and beyond. What are “Your data segments” in Google Ads? Retargeting means showing ads to people who are already familiar with your business. Google uses the euphemistic name “Your data segments” to refer to all the retargeting lis…

Lately, I’ve been spending most of my day inside Cursor running Claude Code. I’m not a developer. I run a digital marketing agency. But Claude Code within Cursor has become the fastest way for me to handle many tasks I want to do, including pulling and analyzing data from Google Search Console, GA4, and Google Ads. The setup takes about an hour. After that, you can ask things like “which keywords am I paying for that I already rank for organically?” and get an answer in seconds instead of spending an afternoon with spreadsheets. (I wouldn’t have been the one spending an afternoon with spreadsheets anyway, but now nobody has to.) Here’s the step-by-step process I d…

Chrome 146 has introduced an early preview of WebMCP behind a flag. WebMCP (Web Model Context Protocol) is a proposed web standard that exposes structured tools on websites, showing AI agents exactly what actions they can take and how to execute them. Here’s some context around what that actually means. The internet was originally built for humans. We designed buttons, dropdowns, and forms for people to read, understand, and use. But now there’s a new type of user emerging: AI agents. Soon, they’ll be able to complete registrations, buy tickets, and take any action needed to complete a goal on a website. Right now, AI agents face a major challenge. They must c…

Google will begin enforcing a minimum daily budget for Demand Gen campaigns starting April 1, 2026. What’s happening: The Google Ads API will require a minimum daily budget of $5 USD (or local equivalent) for all Demand Gen campaigns. The change is designed to help campaigns move through the “cold start” phase with enough spend for Google’s models to learn and optimize effectively. The update will roll out as an unversioned API change, applying across all buying paths. Technical details: In API v21 and above, campaigns set below the threshold will trigger a BUDGET_BELOW_DAILY_MINIMUM error, with additional details available in the error metadata. In API v2…

AI recommendations are inconsistent for some brands and reliable for others because of cascading confidence: entity trust that accumulates or decays at every stage of an algorithmic pipeline. Addressing that reality requires a discipline that spans the full algorithmic trinity through assistive agent optimization (AAO). It also demands three structural shifts: the funnel moves inside the agent, the push layer returns, and the web index loses its monopoly. The mechanics behind that shift sit inside the AI engine pipeline. Here’s how it works. The AI engine pipeline: 10 gates and a feedback loop Every piece of digital content passes through 10 gates before it…

Google has long been considered the gold standard for ad spend compared to social platforms. But scale doesn’t equal immunity. Click fraud remains a persistent risk, and the safety of your budget depends entirely on where your ads are running. While Google Ads offers immense reach, its campaigns aren’t created equal. Some are significantly more exposed to malicious activity than others. To protect your margins, you must understand what constitutes click fraud, where it originates, and how to shield your campaigns. What are invalid clicks? Invalid clicks are interactions that lack legitimate consumer intent. Because they aren’t driven by real human interest, the…