SEO Tools and Resources

Attribution shows who gets credit. Incrementality shows what your marketing truly caused. In an era of automation and privacy restrictions, understanding the real lift behind your campaigns is the only way to prove what’s working. This article breaks down what incrementality measures, why it matters, and how to test it across today’s major ad platforms. The problem with ‘great’ results that don’t actually drive growth Marketers love big numbers – CTR, impressions, and ROAS all sound great in a deck. But what if those results don’t represent real business growth? For example, a paid search campaign reports a 10x ROAS. It might sound amazing. But…

Generative AI is transforming how people search for and consume information. Rather than sifting through traditional search results, users now get instant AI-generated answers – often sourced from multiple websites. For brands, instead of competing for a single featured snippet, you now have the chance to be included in AI-generated responses. The key? Creating interactive content that engages users and provides AI-friendly insights. This article explores why interactive content outperforms static content in AI-driven search and how brands can leverage it to increase search presence, engagement, and website traffic. What is interactive content? In…

Now that AI Mode is fully live in the U.S. and Google is even testing ads within AI Mode, I noticed that the AI Mode tab under the Google Search bar is consistently on the left side. It even comes before the “All” tab that serves the primary search results. Generally, Google will dynamically show search modes and tabs under the search bar based on the query. So if Google thinks you will want to see the video tab, Google may show that closer to the “All” tab. But with AI Mode, that tab is shown before the “All” tab and always on the left, consistently, for all queries. What it looks like. Here are a few screenshots showing how the AI Mode tab is always on the lef…

Table of contents What is content summarization? Manual or human-driven content summarization AI-driven content summarization What are some of the core benefits of content summarization? Why summarization matters in the modern content landscape? Information overload People scan and skim, so clarity wins Trust and clarity for readers and systems Faster decision-making Prominent use cases of content summarization Business reports Educational content Marketing strategies and reporting Everyday consumption: news digests, newsletters, podcast notes Content Summarization & SEO: Does it Benefit in Boosting Organic Visibility? Boosting click-through rates Improving…

LLMs like ChatGPT, Gemini, and Claude now sit across search, content generation, and recommendations. Now, 80% of tech buyers rely on generative AI at least as much as traditional search to research vendors, according to a Responsive survey of B2B buyers. This effective transfer of trust in AI discovery has become an enablement tool for B2B buyers, quietly deciding which brands get remembered and which get ignored. And those decisions, once invisible, are now measurable. Previsible has been studying this shift through a new lens called LLM perception drift, the month-over-month change in how AI models reference and position brands inside a given catego…

The latest benchmark results reveal a surprising drop in SEO accuracy from top AI models. TL;DR: The latest flagship AI models (Claude Opus 4.5, Gemini 3 Pro) have statistically regressed in performance for standard SEO tasks, showing a ~9% drop in accuracy compared to previous versions. This isn’t a glitch – it’s a feature of how models are now optimized for deep reasoning and “agentic” workflows rather than “one-shot” answers. To survive this shift, organizations must stop relying on raw prompts and move to “contextual containers” (Custom GPTs, Gems, Projects). The ‘newer = better’ myth is dead Last year, the narrative was linear: wait for the n…

For years, OpenAI set the pace of the generative AI revolution with ChatGPT. Their partnership with Microsoft seemed unbeatable, coupling innovation and enterprise distribution. However, the lead they once held is now in the balance. Faced with evidence that Google’s Gemini has not only caught up but surpassed capabilities in critical areas, OpenAI CEO Sam Altman made a dramatic decision by declaring an internal “code red.” Doing so paused all non-essential initiatives to focus exclusively on ChatGPT’s quality. The most significant casualty of this shift was OpenAI’s plan to introduce advertising into ChatGPT. It’s important to note that OpenAI’s ad…

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…

Public relations (PR) is no longer just a supporting tactic, it’s becoming a core strategy for brands looking to stay visible in the age of AI search. AI-powered search engines increasingly rely on brand mentions, reputation, and authority signals pulled from across the web – areas where PR excels. In this new landscape, the question isn’t whether PR matters to search – it’s how much it now leads the charge. AI is changing human content discovery habits The rise of AI-powered search engines is radically changing how people discover information online. Traditional “blue links” on Google’s search results pages (SERPs) are being displaced by: AI-ge…

If you’re leading marketing right now, you’re probably knee-deep in planning season, and feeling a tension I hear from CMOs and VPs every year: “We build a plan, but the execution never matches the intent.” Sound familiar? You aren’t alone. The disconnect isn’t because goals were wrong or strategies were flawed. It’s because most SEO plans aren’t built to survive operational constraints: Shifting priorities. Surprise product launches. Algorithm updates. The inevitable “can you just quickly…” requests that derail your roadmap by March. After helping many businesses build SEO strategies, I’ve learned this: the winners aren’t the ones w…

Over the last few years, AI has upended many aspects of our world, including search. The rise of generative AI threw many of us for a loop. If you’re one of them, still scrambling to make sense of this new normal, you might be wondering: what matters most in SEO now? The answer may surprise you. It isn’t fancy new tricks – it’s mastering the fundamentals that drive traffic and rankings. As AI answer engines, like ChatGPT search and Google AI Overviews, become part of everyday life, they’re changing how people interact with search. But at their core, these tools rely on some principles that have guided SEO for years: A strong technical fo…

For years, digital marketing has seen constant debates about the “death” of SEO. But as long as people search for information, products, and services online, optimization will remain essential. Search platforms may evolve – whether Google, social media, ecommerce, or AI-driven search – but the core principle stays the same: content must be optimized for discoverability. This article examines: Why optimization remains crucial across search platforms – from Google to social media, ecommerce, and beyond. The enduring relevance of SEO. Its evolution in an AI-driven landscape. Understanding SEO beyond Google SEO is often associated solely with …

When most businesses start an SEO program, their primary goal is growth – more organic traffic, higher rankings, and increased revenue. But in today’s search landscape, maintaining your visibility is just as important. With the rise of AI-driven search, AI Overviews, and zero-click results, organic growth is harder to achieve. Nearly 60% of Google searches end without a click – so where will future growth come from? The reality is that without ongoing SEO efforts, organic traffic will decline. To survive, businesses must see SEO not just as a growth engine, but as a way to protect and maintain their existing organic visibility. This article make…

When a business hires an SEO service, they expect immediate action – site tweaks, content strategies, and keyword targeting – rolled out fast. So when my recent client demanded these deliverables ASAP, my response caught them off guard: “You don’t need it.” It wasn’t what they wanted to hear. But it was exactly what they needed to understand. The problem: No one was converting The client was frustrated. Their website wasn’t converting, and they assumed the problem was a lack of SEO improvements. More content, more keywords, more tactics, surely that would solve everything, right? Not exactly. Here’s what I found after a quick audit: T…

The SEO industry is entering its most turbulent period yet. Traffic is declining. AI is absorbing informational queries. Social platforms now function as search engines. Google is shifting from a gateway to an answer engine. The result is a sector running in circles – unsure what to measure, what to optimize, or even what SEO is meant to do. Yet within this turbulence, something clear has emerged. A single marketing metric that cuts through the noise and signals brand health and future demand. A metric that marketers and SEOs can align around with confidence. That metric is share of search. Discovery is changing, and measurement must chan…

Customer lifetime value (CLV) is often treated as a static metric. In practice, it is shaped by how different types of customers behave – and churn – over time. One of the most important dynamics to understand is the “shakeout effect,” where early churn removes lower-value customers from a cohort, leaving a smaller, more stable group with higher engagement and more predictable purchase behavior. This article takes a closer look at the shakeout effect in CLV analytics, why it happens, and how marketers should account for it when evaluating churn, retention, and long-term profitability. What is the shakeout effect in the context of CLV analytics? Imagine…

After 25 years of working in SEO, I’ve seen firsthand how traditional keyword research methods fail to keep up with Google’s advancements. In my SMX Next presentation, I challenged SEOs to go beyond outdated keyword methodologies and embrace an intent-driven approach. Here are six key insights from that session. 1. Traditional keyword research is failing us Traditional keyword research is no longer enough. We’ve relied on tools that provide data on competition, search volume, and relevance, but they don’t uncover the hidden context behind searches. For years, SEOs have prioritized high-volume, low-competition keywords, assuming this would drive r…

If you’re spending time and money adding keyword-rich content to your website, hoping to improve your Google Maps rankings, you’re wasting resources. Website content does not influence your visibility in Google Maps – but there are proven strategies that do. The SEO myth: Blogging and Google Maps rankings When Google Maps first launched, it appeared to pull keywords from local business websites to help match businesses with local searches. Because of this perceived influence, local SEO experts have long advocated for blogging and content marketing. However, this belief is based on incorrect correlations. Adding content to your website – if it is…

“Why can’t we just use AI to do it?” Whether you’re on the brand or agency side of SEO, I’m guessing you’ve heard some version of this from an exec or a client with little knowledge of AI tools, SEO principles, or both. I’ve been asked that question multiple times because the other party saw or heard about modest success from LLM-generated content that got some clicks and impressions. My answer: because thousands of LLM-produced pieces of content do not a successful SEO program make. This article dives into the human and AI roles in today’s SEO landscape, including: What people are getting wrong about AI and content. What AI can and can’t do for S…

Using the right keywords is essential in SEO. Because using the words your audience searches with will help your posts and pages rank. That’s why we always tell you to try to find the perfect keywords for optimizing your articles. So, after finding the perfect keyword, why shouldn’t you use it repeatedly? Why would you use synonyms and related keywords? It might seem contradictory, but correctly using synonyms and related keywords can improve your rankings. Table of contents What is the difference between synonyms and related keyphrases? Variation is key What about keyword density? Find related keyphrases using our Semrush integration How often should you use synony…

Most marketing teams still treat SEO and PPC as budget rivals, not as complementary systems facing the same performance challenges. In practice, these relationships fall into three types: Parasitism: One benefits at the other’s expense. Commensalism: One benefits while the other remains unaffected. Mutualism: Both thrive through shared optimization and accountability. Only mutualism creates sustainable performance gains – and it’s the shift marketing teams need to make next. Mutualism: Solving joint problems One glaring problem unites online marketers: we’re getting less traffic for the same budget. Navigating the coming years requires more t…

If your website suddenly disappears from Google search results, it can be a stressful experience. A significant drop in traffic with no clear explanation and the absence of a penalty usually means your site, in the eyes of Google, has fallen out of favor and potentially below the quality threshold. This article explains why sites get deindexed, what to check first, and how to recover if it happens to you. What does ‘deindexed’ mean? When a page or a whole website is deindexed, it means Google has removed it from its search index. As a result, your site won’t appear in search results for any keywords, not even when you search your domain name. Somet…

Grappling with innovation and changing consumer attitudes is second nature to marketers, who have already lived through many technological shifts over the past two decades. But forecasting where things are going is especially hard when it comes to modern AI, which has such unusual, non-deterministic properties. You can’t just extrapolate from the state of AI today to understand where AI is going to be in five years (or one…); during this sort of a platform shift, you need to take a deeper first-principles look. Some things won’t change. Consumers will always want products, services and experiences that resonate and meet their needs. Marketers will always want easier, …

Grappling with innovation and changing consumer attitudes is second nature to marketers, who have already lived through many technological shifts over the past two decades. But forecasting where things are going is especially hard when it comes to modern AI, which has such unusual, non-deterministic properties. You can’t just extrapolate from the state of AI today to understand where AI is going to be in five years (or one…); during this sort of a platform shift, you need to take a deeper first-principles look. Some things won’t change. Consumers will always want products, services and experiences that resonate and meet their needs. Marketers will always want easier, …

Google Business Profiles has a form where you can report negative review extortion scams, the form launched a month ago. You can find access to the form in this help document and I believe you need to be logged into your Google account with access to the Business Profile you want to report. Review extortion scams. This negative review extortion scams are on the rise and a huge concern for local SEOs and businesses. A scammer will message you, likely over WhatsApp or email, and tell you that they left a one-star negative review and the only way to remove it is to pay them. Google wrote in its help document, “These scams may involve a sudden increase in 1-star and …