SEO Tools and Resources

Microsoft Ads introduced two updates that could significantly improve campaign management and reporting for advertisers. The changes: Asset-level disapprovals: Ads will now be disapproved at the asset level—whether a single image, headline, or text line—allowing the rest of the ad to continue running. This reduces wasted spend and prevents entire campaigns from being paused due to a single issue. Conversion reporting transparency: Advertisers can now measure the average time it takes for 90% of conversions—online or offline—to be recorded after a click. This provides critical clarity for evaluating campaign performance and optimizing bidding strategies. Th…

Now that anyone can use AI to generate keywords and spin up a paid search campaign in minutes, it’s easy to assume the hard work is done. But creating structured, scalable performance still requires a genuine understanding of how search works. Techniques like n-grams, Levenshtein distance, and Jaccard similarity give search marketers the ability to interpret messy search term data, apply client context, and build reliable frameworks that AI alone can’t produce. Here’s how. What n-grams reveal in PPC and SEO analysis Think of n-grams as the “n” words that make up a keyword. For example, in the term “private caregiver nearby,” we have: 3 unigrams (one …

Major SEO platforms, such as Ahrefs and Semrush, along with agencies like Seer Interactive and other leading companies, have released substantial studies that appear to offer definitive answers. But a closer look reveals something else entirely: nearly every possible narrative about AI search impact has a “study” to support it. The more I examined the data, the clearer a more uncomfortable truth became – no one has the definitive answer, and the numbers can be sliced to validate almost any storyline. The core consensus that isn’t really consensus At first glance, the major studies agree on fundamentals. Ahrefs reports that top-ranking organic results …

If you entered PPC 20 years ago, testing was scientific, comforting, and one of the biggest reasons to run paid search campaigns. We proudly talked about all the data we collected. You had Ad X and Ad Y. You waited. You declared a winner. You paused the loser. It was a binary world of “Yes” or “No.” We used to swear that the title case descriptions outperformed sentence case descriptions. Or that putting a period at the end of a description line was the secret to performance. Today, if you apply that same rigid framework to Google Ads or Meta, you’ll fail. The world isn’t black and white. You can’t draw hard conclusions from most m…

ChatGPT is currently down for many users of the popular OpenAI service. When you try to ask ChatGPT a question, you likely won’t get a response. OpenAI confirmed the issue on its status page saying, “We’re currently experiencing issues.” OpenAI added, “We have identified that users are experiencing elevated errors for the impacted services. We are working on implementing a mitigation.” What it looks like. Many are seeing just a black dot as a response to their questions within the ChatGPT interface: Offline for many. The OpenAI status screen shows the uptime by service: Downdetector shows the service has been reported as offline by thousands o…

Black Friday 2025 was a bit of a head-scratcher. Year on year, spend rose, impressions fell, but clicks and engagement stayed strong. The data (so far): Source: Optmyzr-connected Google Ads accounts (5,000+ ecommerce, 16,000 lead gen advertisers active both years). Conversion value and ROAS are still coming in — we’ll update when the full picture is ready. Two big takeaways: Visibility got pricier. Spend up ~17% across ecommerce and lead gen. Impressions fell year over year. Translation: advertisers paid more to reach roughly the same audience. Engagement held steady. Clicks and CTR up across the board. Lead gen saw slightly l…

Reels continue to surge as a go-to format for entertainment, education, and discovery. But Meta’s message to advertisers is clear: success requires native creative — not repurposed assets. Think 9:16 framing, platform-first audio, and rapid storytelling built for swipes, not scrolls. Brand advertiser takeaways (per Meta’s data): Show your brand early: Branding and messaging in the first 5 seconds makes ads 1.7x more likely to rank in the top purchase-intent tier. Use dynamic branding: Multiple brand appearances across scenes = 1.8x lift in top-tier purchase intent. Combine speech + music: Using both doubles the likelihood (2.0x) of landing in the top 20% fo…

The narrative in SEO right now is simple: Google’s AI Mode doesn’t send traffic. If it becomes the default Google Search experience, your website will starve for clicks. There’s one problem, though: the studies claiming “AI doesn’t send traffic” focus almost entirely on informational queries. Yes, if someone wants to know what a basal cell carcinoma looks like, AI will kill that click. But what happens when someone wants to find a dermatologist to check that mole? No one has shared a study like that yet. So we decided to fix that. We ran the first UX study focused specifically on transactional intent in AI mode. We watched 52 participants across the U.…

Google today released its 2025 Year in Search list, but don’t mistake it for a ranking of the “top searches” or the “most searched” terms. This year’s recap focused on trending queries – the topics that grew the fastest compared with 2024. That shift reveals a lot about where Google Search is heading, and how it’s been evolving for years. Why we care. Google chose to spotlight fast-rising, emerging queries. Freshness has long mattered in search, but the 2025 top trending queries list underscores an accelerating shift: the biggest AI search and SEO opportunities will come from new, developing topics – not evergreen informational ones. Your strongest wins may hinge on q…

PPC for ecommerce operates differently from PPC for lead gen or SaaS. The way campaigns learn, the volume of conversion data, and the role each platform plays all require a distinct approach. After shifting into ecommerce, it became clear which fundamentals matter most. The guidance in this article reflects those lessons and can help whether you’re new to ecommerce PPC or building on existing experience. We’ll look at how the core differences between ecommerce and non-ecommerce models influence PPC strategy and how to use each platform’s strengths to support your products. 1. Performance Max is built for ecommerce Google Ads is a key platform for…

SMX Advanced – the premier conference for senior-level search marketers – returns to Boston June 3 to 5, 2026 at the Westin Boston Seaport. We want to bring the most advanced strategies in SEO, PPC, and AI to our community – and we need your help to make it happen. Search is changing faster than ever. SEOs are scrambling to master AI SEO, navigate a SERP now dominated by AI Overviews, and make sense of Google volatility and algorithm updates. For PPC advertisers, making smart, data-driven decisions is getting harder. And on top of that, you’re expected to adopt new AI tools while still applying the right human touch. SMX Advanced is looking for speak…

If it feels like the entire internet woke up one day and decided to start every sentence with “AI,” you’re not wrong. Marketers are being hit with a daily wave of LinkedIn thought leaders, half-baked prompt hacks, and promises that ChatGPT is either going to 10x your productivity or take your job entirely. And in the middle of all this? You (the digital marketer). Marketers are trying to figure out if this is just another buzzword cycle or the beginning of a complete rewrite of how we do content, SEO, PPC, reporting, and, well, everything. So let’s break it down. Consider this your AI starting guide, written for marketers who are tired of needing a young…

In 1997, Apple launched a campaign that became cultural gospel. “Think Different” celebrated the rebels, the misfits, the troublemakers. The ones who saw things differently. The ones who changed the world. Apple understood something fundamental: the constraints that limited imagination weren’t real. They were inherited. Accepted. Assumed. And the people who broke through weren’t smarter or more talented. They simply refused to believe the constraints applied to them. Twenty-eight years later, marketing faces its own Think Different moment. The constraints are gone. Technology has removed them. AI can generate infinite variants. Data platforms deliver real-t…

Evaluating SEO tools has never been more complicated. Costs keep rising, and promises for new AI features are everywhere. This combination is hardly convincing when you need leadership to approve a new tool or expand the budget for an existing one. Your boss still expects SEO to show business impact – not how many keywords or prompts you can track, how fast you can optimize content, or what your visibility score is. That is exactly where most tools still fail miserably. The landscape adds even more friction. Features are bundled into confusing packages and add-on models, and the number of solutions has grown sharply in the last 12 months. …

Google cites retailers only 4% of the time, while ChatGPT does it 36% of the time. That 9x gap means shoppers on each platform get steered in very different ways, according to new BrightEdge data. Why we care. Millions of shoppers now turn to AI for deals and gift ideas, but product discovery works differently on the two leading AI search platforms. Google leans on what people say, while ChatGPT focuses more on where you can buy it. What each AI prioritizes. Google AI Overviews cite YouTube reviews, Reddit threads, and editorial sites, while ChatGPT cite retail giants like Amazon, Walmart, Target, and Best Buy. Google AI Overviews prioritize: YouTube revi…

Google added a new section to the core updates search developer documentation that confirms it releases smaller core updates without announcing those updates. Google has told us this before, but has now added it explicitly to the search documentation. What is new. Google added this new paragraph: However, you don’t necessarily have to wait for a major core update to see the effect of your improvements. We’re continually making updates to our search algorithms, including smaller core updates. These updates are not announced because they aren’t widely noticeable, but they are another way that your content can see a rise in position (if you’ve made improvements). …

Pinterest attracts users who want inspiration and solutions, not passive browsing. The platform now reaches 600 million monthly active users, many of whom arrive with clear intent to research, plan, or purchase. That makes its ad formats especially valuable for marketers who want to appear in moments when people are actively looking for ideas and products. Here’s how each format works and when to consider it. Ad formats explained Pinterest Ads offers a variety of ad formats, many of which aren’t available on other social media platforms. Let’s take a look at what formats they offer and when you might want to consider using them. Carousel ads …

YouTube is rolling out new ad features for Shorts aimed at helping brands stretch their holiday marketing budgets — and capitalize on short-form video momentum. What’s new: Comments on Shorts ads: Advertisers can now enable comments on eligible Shorts ads, bringing the ad experience closer to organic content and creating new avenues for real-time audience engagement. Creator links to brand sites: Shorts creators posting branded content can now link directly to a brand’s website — giving viewers a seamless path from discovery to action. Shorts ads on mobile web: YouTube is expanding Shorts ad placement to the mobile web, adding another surface to reach viewe…

Google is rolling out Preferred Sources globally after launching the feature in the US and India last August. Plus, Google announced a new feature Spotlighting subscriptions that highlights links from your news subscriptions within Gemini and will later come to Google Search via AI Overviewa and AI Mode. Preferred Sources. Preferred sources let searchers star sources within the Top Stories section of Google Search, and then Google will use that information to show more stories from that starred source. It was in beta in June and then rolled old in the US and India in August. It is now rolling out globally. Robby Stein, VP of Product, Google Search, wrote, “We’re n…

Instagram launched Your Algorithm in the U.S. today, a tool that lets people see – and directly edit – the topics shaping their Reels recommendations. Why we care. This could reshape how users discover content. When people signal interest in specific niches, hobbies, or brands – from running shoes to vintage clothing to home organizers – Instagram may surface more of that content, boosting reach for brands that publish relevant Reels. How it works. A new Reels icon opens a personalized list of topics (e.g., sports, thrifting, horror movies, pop music, chess, day in the life, college football, skateboarding) Instagram believes “you’ve been into” lately, generated b…

Google is releasing the Google Ads API Developer Assistant v1.0, a new Gemini CLI extension that lets developers interact with the Ads API using natural language — turning plain-English prompts into answers, code, and even live API calls. How it works: The assistant sits inside the Gemini CLI and uses project context from GEMINI.md and configuration files to generate accurate code based on the user’s environment. Ask a question — for example, “How do I filter by date in GAQL?” — and it delivers instant guidance. Describe a task — “Show me campaigns with the most conversions in the last 30 days” — and it outputs both the GAQL query and a complete Python script aligned …

Semify acquired Dragon Metrics, a Hong Kong–based SEO, AI, and PPC reporting platform known for its international reach. The move boosts Semify’s reporting strength and AI optimization tools as the search landscape shifts more toward AI. Why we care. Dragon Metrics customers can expect business as usual, plus faster product updates. Co-founder Simon Lesser said on LinkedIn that the platform will stay a standalone brand with the same contacts and product experience. Customers also gain access to Semify’s growing AI optimization methodology and future software integrations. About the acquisition. Semify announced on Dec. 8 that it is acquiring Dragon Metrics: F…

One of the major things we talk about with large language models (LLMs) is content creation at scale, and it’s easy for that to become a crutch. We’re all time poor and looking for ways to make our lives easier – so what if you could use tools like Claude and ChatGPT to frame your processes in a way that humanizes your website work and eases your day, rather than taking the creativity out of it? This article tackles how to: Analyze customer feedback and questions at scale. Automate getting detailed and unique information from subject matter experts. Analyze competitors. These are all tasks we could do manually, and sometimes still might, but they’r…

Search Engine Land turns 19 today. Nineteen years. Almost two decades of analyzing, explaining, questioning, challenging, obsessing over, and occasionally shaking our heads at whatever Google and the search industry throw our way. And this past year? The pace of change has made it one of the most transformative since we launched in 2006. Through all of it, our mission is the same as Day 1: help you make sense of search with clear news, smart analysis, and practical guidance. Before we look ahead, I want to say thank you — and take a moment to reflect on the past year at Search Engine Land. Thank you for reading Seriously, thank you. Every day, w…

UK doctor and YouTuber Dr. Ed Hope said Google’s AI falsely claimed he was suspended by the General Medical Council earlier this year for selling sick notes. Hope called the allegation completely made up and warned that it could seriously damage his career. Google’s AI generated a detailed narrative accusing Hope of professional misconduct, despite no investigations, complaints, or sanctions in his 10-year medical career, he said in a new video. Why we care. Google’s AI-generated answers appear to now be presenting false, career-damaging claims about real people as fact. That raises serious questions about defamation, accountability, and whether AI-generated stat…