SEO Tools and Resources

Microsoft has released an upgrade to Copilot, bringing what it calls “the best of AI Search” to its AI engine – Copilot. Microsoft said its Copilot responses “will now include more prominent, clickable citations and the option to see aggregated sources.” Plus, Microsoft added a new dedicated search experiment within Copilot. Prominent citations. Microsoft said “Copilot’s responses will have more prominent citations to show you the publisher content that it was sourced from” in this new experience. The Copilot responses will not just give you a summary response but now also include “exactly where the information comes from, with relevant, clear, and clickable sources.…

Google announced new “AI-powered configuration” within the Search Console Performance report that lets you ask Search Console to show you a specific report, and Google will “instantly” configure a report for you. This feature is “experimental” and won’t show up for everyone today. This is a lot like AI-powered advisors in Google Ads and Google Analytics but for Search Console. AI-powered configuration. Google said AI-powered configuration “lets you describe the analysis you want to see in natural language. Your inputs are then transformed into the appropriate filters and settings, instantly configuring the report for you.” What it looks like. Here is a GIF of…

Google is being forced to cap all default search and AI app deals at one year. This will end the long-term agreements (think: Apple, Samsung) that helped secure its default status on billions of devices. Just don’t expect this to end Google’s search dynasty anytime soon. Driving the news. Judge Amit Mehta on Friday called the one-year cap a “hard-and-fast termination requirement” needed to enforce antitrust remedies after his 2024 ruling that Google illegally monopolized search and search ads, Business Insider reported. In September, Mehta ruled on Google search deals: “Google will be barred from entering or maintaining any exclusive contract relating to the dist…

Ginny Marvin, Google’s Ads Liaison, is clarifying how keyword match types interact with AI Overviews (AIO) and AI Mode ad placements — addressing ongoing confusion among advertisers testing AI Max and mixed match-type setups. Why we care. As ads expand into AI-powered placements, advertisers need to understand which keywords are eligible to serve — and when — to avoid unintentionally blocking reach or misreading performance. Back in May. Responding to questions from Marketing Director Yoav Eitani, Marvin confirmed that an ad can serve either above or below an AI Overview or within the AI Overview — but not both in the same auction: “Your ad could trigger to s…

Discovery now happens before search demand is visible in Google. In 2026, interest forms across social feeds, communities, and AI-generated answers – long before it shows up as keyword search volume. By the time demand appears in SEO tools, the opportunity to shape how a concept is understood has already passed. This creates a problem for how search marketing research is typically done. Keyword tools, search volume, and Google Trends are lagging indicators. They reveal what people cared about yesterday, not what they are starting to explore now. In a landscape shaped by AI Overviews, social SERPs, and shrinking organic real estate, arriving lat…

Google is updating its advertising policies to allow ads for Prediction Markets in the U.S. starting January 21st — but only for federally regulated entities. Who qualifies. Eligibility is limited to entities authorized by the Commodity Futures Trading Commission (CFTC) as Designated Contract Markets (DCMs) whose primary business is listing exchange-listed event contracts, or brokerages registered with the National Futures Association (NFA) that offer access to products listed by qualifying DCMs. Advertisers must also apply for Google certification to run ads in the U.S. Why we care. Prediction markets have long been restricted on Google Ads. This change opens a n…

Starting in March 2026, Google Merchant Center will enforce a new system for multi-channel products — items sold both online and in physical stores — requiring advertisers to use separate product IDs when those products differ by channel. What’s changing. Under the new approach, online product attributes will become the default. If a product’s in-store details differ, advertisers will need to create a second version with a distinct product ID and manage it independently in their feeds. What advertisers should do. Google has started emailing affected accounts, flagging products that need updates ahead of the March deadline. Retailers should review their product…

Limited search volume doesn’t mean limited opportunity. Your entire target market might only search for your solution a few hundred times per month. High-volume advertisers can test 50 headline variations in a week, while you’re still waiting for your tenth conversion of the quarter. Most niche advertisers try to use the same strategies that work for high-volume accounts. That’s a mistake. Google’s automation needs data, and niche markets don’t generate enough searches to feed it. This mismatch either kills performance or prevents results altogether. This guide shows what actually works when search volume is low and conversion timelines stretch acros…

Google Ads is constantly changing and evolving. With these changes come fresh mistakes PPC advertisers make in optimizing and managing their campaigns. This article breaks down the most common mistakes of 2026 so you can avoid repeating them this year. Mistake 1: Inconsistent conversion tracking setup Optimization decisions rely on conversion data. If your tracking is inconsistent, your entire account data becomes skewed. When conversions use different attribution methods, count types, and conversion windows, the data applies unevenly across your account, making it hard to judge the value of any click. In rare cases, you may override conversion trac…

Marketing mix modeling (MMM) has shifted from an enterprise luxury to an essential measurement tool. Tech giants like Google, Meta, and Uber have released powerful open-source MMM frameworks that anyone can use for free. The challenge is understanding which tool actually solves your problem and which require a PhD in statistics to implement. Open-source MMM tools are often grouped together but solve different problems The landscape can be confusing because these tools serve fundamentally different purposes despite being mentioned together. Google’s Meridian and Meta’s Robyn are complete, production-ready MMM frameworks that take your marketing data a…

Remember when a handful of links from sites in your niche could drive steady organic traffic? That era is over. Today, Google’s AI Overviews and the rise of answer engines like ChatGPT raise the bar. You have to do more to stay visible. Hiring an experienced link building agency is one efficient way to meet that challenge. It’s also one of the most important investments you’ll make. The right partner doesn’t just build links. They position your brand as a trusted, cited source in the AI era. So how do you choose the right agency for your company? While the interface has changed, the core ranking signals remain largely the same. What’s changed is their prio…

Google Ads is running a limited test that allows some advertisers to A/B test different product titles and images within Shopping Ads. The feature appears as “product data experiments” and promises results within three to four weeks. Who gets it. The test is currently live for a small number of merchants, according to Google Ads Liaison Ginny Marvin. Broader availability is expected later. Why we care. Product titles and images can make or break Shopping ad performance, but advertisers have had limited ways to test changes without risking live results. This update could bring much-needed experimentation to product feeds. What it does. Advertisers can compar…

Marketers are spoiled for choice when it comes to great sources of content. We now have more tools (hello, ChatGPT!) and job boards than ever, making it even easier to find writers and create content. But abundance comes with a downside: a race to the bottom, where speed and cost often take priority over quality. If you’re aiming for great (not just “good”) content, some sources are better than others. This guide breaks down where to find top-tier writers and how to build a content process that doesn’t sacrifice quality for speed. Struggle 1: What qualifies as a ‘great’ content writer? Qualifying a good writer can feel a lot like qualifying a new …

Innovations are coming at marketers and consumers faster than before, raising the question: Are we actually ready for the agentic web? To answer that question, it’s important to unpack a few supporting ones: What’s the agentic web? How can the agentic web be used? What are the pros and cons of the agentic web? It’s important to note that this article isn’t a mandate for AI skeptics to abandon the rational questions they have about the agentic web. Nor is it intended to place any judgment on how you, as a consumer or professional, engage with the agentic web. With thoughts and feelings so divided on the agentic web, this article aims to provi…

Google Ads has quietly rolled out multi-party approval, a security feature that requires a second administrator to approve certain high-risk account actions. These include adding or removing users and changing user roles. Why we care. As ad accounts grow larger — and more valuable — access control has become a bigger risk. A single unauthorized, malicious or accidental account change can disrupt campaigns, access, and billing in minutes. Multi-party approval reduces that risk by requiring a second admin sign-off on high-impact actions, adding protection without changing day-to-day campaign management. For agencies and large teams especially, it helps prevent cost…

As AI-driven bidding and automation transform paid media, first-party data has become the most powerful lever advertisers control. In this conversation with Search Engine Land, Julie Warneke, founder and CEO of Found Search Marketing, explained why first-party data now underpins profitable advertising — no matter how Google’s position on third-party cookies evolves. What first-party data really is — and isn’t First-party data is customer information that an advertiser owns directly, usually housed in a CRM. It includes: Lead details. Purchase history. Revenue. Customer value collected through websites, forms, or physical locations. It doesn’…

As the SaaS market reels from a sell-off sparked by autonomous AI agents like Claude Cowork, new data shows a 53% drop in AI-driven discovery sessions. Wall Street dubbed it the “SaaSpocalypse.” Whether AI agents will replace SaaS products is a bigger question than this dataset can answer. But the panic is already distorting interpretation, and this data cuts through the noise to show what SEO teams should actually watch. Copilot went from 0.3% to 9.6% of SaaS AI traffic in 14 months From November 2024 to December 2025, SaaS sites logged 774,331 LLM sessions. ChatGPT drove 82.3% of that traffic, but Copilot’s growth tells a different story: SaaS AI Tra…

Google is communicating that starting April 1st, Customer Match uploads through the Google Ads API will stop working for certain users, in a message sent to API developers. Specifically, developers who haven’t uploaded Customer Match data in the past 180 days using their developer token will no longer be able to do so via the Ads API. What’s changing. If you fall into that inactive bucket, any attempt to upload Customer Match lists through the Google Ads API after April 1 will fail. Instead, Google wants you to move those workflows to the Data Manager API. The change applies only to Customer Match uploads — all other campaign management and reporting tasks should …

New asset and channel reporting improvements are rolling out to Google Ads Performance Max. This update should make it easier to optimize budgets, identify underperforming elements, and maximize ROI across Google’s full network – Search, Display, Discover, Gmail, YouTube, and Maps. Why we care. These updates make Performance Max feel a lot less like a black box. You should get a clearer view of what’s actually driving results. With new segmentation options and ROI metrics, it’s easier to see how different assets and channels impact conversions, costs, and returns. Asset reporting segmentation. You can now break down asset performance by device, time, conversions, …

Google’s quiet retirement of the num=100 parameter might look trivial to the rest of the world, but for SEO professionals, it’s another step deeper into the dark. That small setting allowed us to see the full top 100 results at once, which made competitive research and rank tracking more complete. Its disappearance comes on the heels of Google requiring JavaScript execution for scraping (temporarily breaking many rank trackers) and alongside AI Overviews that steal clicks surface answers without disclosing sources. Piece by piece, the data we’ve relied on to measure SEO impact is slipping away. We are entering a black box era. Note: If your impressi…

Google says it’s dramatically cut down on mistaken advertiser suspensions — a long-standing frustration for many legitimate marketers using its platform. By the numbers: Incorrect account suspensions are down over 80%. Suspension appeals are being processed 70% faster. 99% of appeals are now resolved within 24 hours. Why we care. Advertisers depend on uninterrupted access to Google Ads to reach customers and drive revenue. Erroneous suspensions can derail campaigns and business operations, especially for small and mid-size advertisers. How they did it: Clarified policy language to make compliance simpler. Used Google’s Gemini AI to sharpen d…

Picture a chocolate company with an elaborate recipe, generations old. They ask an AI system to identify which ingredients they could remove to cut costs. The AI suggests one. They remove it. Sales hold steady. They ask again. The AI suggests another. This continues through four or five iterations until they’ve created the cheapest possible version of their product. Fantastic margins, terrible sales. When someone finally tastes it, the verdict is immediate: “This isn’t even chocolate anymore.” Aly Blawat, senior director of customer strategy at Blain’s Farm & Fleet, shared this story during a recent MarTech webinar to illustrate why 82% of marketing teams are fail…

Sometimes, content on your website becomes irrelevant or outdated and you need to decide whether to update it or delete it. It can be tricky to decide what needs to be done, but don’t let this hold you back. Regularly updating outdated content should be a key part of your content maintenance activities. Let’s help you make that decision and discuss when you should update existing content or remove it altogether. Update old content that is still valid On our blog, we have an article on meta descriptions that needs regular updating to keep it relevant. We just have to ensure it stays up to date with all the changes Google makes to the way it handles meta description…

Gemini 3 launched in AI Mode just a couple of weeks ago, but now Google is expanding it to about 120 countries and territories for English queries. Google’s Robby Stein said, “Gemini 3 is now available in AI Mode, across nearly 120 countries & territories in English.” What is AI Mode with Gemini 3. Google shared how AI Mode in Search is now using Gemini 3 to enable new generative UI experiences like immersive visual layouts and interactive tools and simulations, all generated completely on the fly based on your query. Gemini 3 is used in AI Mode in Search with more complex reasoning and new dynamic experiences. Just last week, Google automatically began u…