SEO Tools and Resources

AI search engines like ChatGPT, Google AI Mode, and Perplexity are changing how consumers discover and purchase products online. If your product pages aren’t optimized for these AI assistants, you could be missing out on a growing source of traffic and revenue. The challenge? AI assistants don’t evaluate product pages in the same way traditional search engines do. They need to fully understand your products so they can confidently recommend them to different users with different needs. To help you assess how well your product pages are optimized for AI search, here’s a simple scorecard covering the six most important factors. 1. Product specifications Does…

You’ve worked hard to build your product catalog. The last thing you want is AI tools like ChatGPT or Google Gemini describing your products inaccurately to potential customers. AI tools don’t browse your whole store the way a search engine does. They grab what they can find, quickly, and fill in the gaps. For a store with a large catalog, that means incomplete answers, outdated information, or worse, sending shoppers to a competitor. The new llms.txt feature, available in Yoast SEO for Shopify bridges that gap. What does it actually do? It creates a file that tells AI tools which parts of your store matter most: your top products, your collections, you…

Google removed a Search Engine Land article (Report: Clickout Media turned news sites into AI gambling hubs, published March 26) from its search results after a copyright complaint (that appears, to us, to be entirely false). Meanwhile, a similar DMCA filing led to the takedown of the original Press Gazette investigation. What happened. A DMCA notice filed March 27 claimed Search Engine Land copied content “word for word” and used proprietary images. The complaint led Google to begin removing the article from search results globally. The notice identifies the complainant as “US Webspam,” with no clear public attribution. The context. The removed article re…

Microsoft Advertising now allows e-commerce merchants to edit their Merchant Center store name and domain directly within the platform — no support ticket required. Why we care. Store details like names and URLs change as businesses rebrand or restructure. Previously, updating these required manual intervention. Self-serve control reduces friction and keeps campaigns running more smoothly during transitions. How it works — the details: Store name changes go through editorial review before going live. During review, ads keep running under the existing approved name — so there’s no interruption to campaigns. Domain/URL changes require merchants to verify…

Reddit today opened its Pro publishing tools to all publishers, removing the waitlist and offering free access in a public beta to expand distribution and engagement. Why we care. Reddit Pro gives you a centralized tool to track where your content spreads, streamline posting, and find the right communities. It transforms Reddit from a manual posting exercise into a structured distribution channel. The details. You can now sign up for Reddit Pro, verify your domain (typically within three business days), and access the Links tab. With Reddit Pro, you can: Track where your content is shared across Reddit. Auto-import articles via RSS for quick posting. Ge…

A bug in Google Ads Editor is causing structured snippet extensions copied between accounts to remain unintentionally linked. When advertisers change the language in one account, it can automatically update the same extension in another. Why we care. This bug creates hidden inconsistencies for advertisers managing multi-market campaigns, especially when different languages are required across accounts. What advertisers are seeing. The issue surfaced while managing Czech and Slovak e-commerce accounts by digital marketer Marcin Wsół. Changing the snippet language in one account triggered the same change in the other. The extensions appear separate but behave a…

Google says a new compression algorithm, called TurboQuant, can compress and search massive AI data sets with near-zero indexing time, potentially removing one of the biggest speed limits in modern search systems. What it is. TurboQuant is a way to shrink and organize the data that powers AI and search without losing accuracy. It reduces memory use while keeping results precise and cuts the time to build searchable AI indexes to “virtually zero,” according to the research paper. How it works. Modern search converts content into vectors (lists of numbers that represent meaning). Similar ideas sit close together in this numeric space, and search finds the closest ma…

In long sales cycles, a lot of what happens after lead submission involves people. When you optimize campaigns to final sales, you’re teaching the ad platform to respond to how well the sales team performed that month rather than lead quality, and that’s a problem no amount of campaign changes will fix. The common advice is to “optimize the full funnel” (i.e., track media spend to revenue, optimize campaigns to sales, etc.). But beyond lead capture, most of what drives sales has little to do with your paid media. It’s about who’s on the sales team, how busy they are, and dozens of other factors you can’t influence through targeting or creative. When your sales tea…

AI search is changing how visibility works. Users are getting direct answers instead of clicking links, which means fewer chances to drive traffic. In this shift, AI citations are becoming the new gatekeepers, deciding which sources get featured in answers. Over the past year, search has moved from ranking pages to selecting sources, pushing us from traditional SEO toward AI-driven visibility. In this article, we’ll explain what AI citations are, how they work, and how you can earn them. Table of contents What are AI citations? How AI citations impact brand credibility How AI citations work: a complete breakdown Strategies to get cited by AI models Tracking AI b…

The OpenAI GPT Store launched in January 2024 with more than 3 million custom GPTs. Ask any team how many they still use, and the answer is usually zero or one. Most business GPTs fail because they’re built like novelties rather than tools. They’re too broad, under-tested, and launched without a strategy, so they never become part of a team’s workflow. I’ve built and audited 12+ custom GPTs across marketing, SEO, and sales teams. The pattern is consistent: a small number get used daily, while most collect dust. Here’s how to build GPTs that do — from validating the right use case to structuring, testing, and launching in a way that drives real adoption. …

There’s no such thing as “too much information” in AI search. The more detail you provide, the less likely your business is to be replaced by third-party sources — or left out entirely. With the rise of AI search, we know users want answers, and they want them fast. Google Maps has Know before you go and Ask Maps about this place (not to be confused with Ask Maps, the new conversational “AI Mode” in Google Maps), both AI features that let users easily find information about a place without visiting their website or social media. Merchant Center added a new feature, Business Agent, that allows shoppers to chat with brands. Business Agent pulls from the business’s p…

AI search often fails to identify which Spanish-speaking market it’s serving. Instead, it blends regional terminology, legal frameworks, and commercial context into a single response, creating answers that don’t map to any real market. The result is answers that mix multiple countries into something no user can actually use. This is the “Global Spanish” problem. How AI turns ‘correct’ Spanish into useless answers Ask a chatbot in Spanish how to file your taxes — cómo puedo declarar impuestos — and watch what happens. The response is grammatically perfect, well structured, and seemingly helpful. Then, in a single bullet point, it casually lists “RFC, NIF, SS…

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…

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…

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…

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…

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…

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…

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,…

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…

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…

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: …

Google is rolling out an update to AI Mode for recipe results that it hopes will make recipe bloggers happy. Google’s Robby Stein said on X, “We’ve heard feedback on recipe results in AI Mode, and we’re making updates to better connect people with recipe creators on the web.” The changes aim to make it easier to click over to recipe sites, though I am not 100% certain yet whether the recipe summaries turn recipes into AI slop. “Starting today, when you search for meal ideas like “easy dinners for two,” you can tap on the dish to see links to relevant recipe sites, plus a short overview of the dish to help with inspiration,” Stein added. What it looks like. Her…