SEO Tools and Resources

One of the biggest reasons new advertisers end up in underperforming Performance Max campaigns is simple: they followed Google’s advice. Google Ads reps are often well-meaning and, in many cases, genuinely helpful at a surface level. But it’s critical for advertisers – especially new ones – to understand who those reps work for, how they’re incentivized, and what their recommendations are actually optimized for. Before defaulting to Google’s newest recommendation, it’s worth taking a step back to understand why the “shiny new toy” isn’t always the right move – and how advertisers can better advocate for strategies that serve their business, not just the platf…

Let me guess: you just spent three months building a perfectly optimized product taxonomy, complete with schema markup, internal linking, and killer metadata. Then, the product team decided to launch a site redesign without telling you. Now half your URLs are broken, the new templates strip out your structured data, and your boss is asking why organic traffic dropped 40%. Sound familiar? Here’s the thing: this isn’t an SEO failure, but a governance failure. It’s costing you nights and weekends trying to fix problems that should never have happened in the first place. This article covers why weak governance keeps breaking SEO, how AI has raised the stakes…

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…

With new updates in the search world stacking up in 2026, content teams are trying a new strategy to rank: LLM pages. They’re building pages that no human will ever see: markdown files, stripped-down JSON feeds, and entire /ai/ versions of their articles. The logic seems sound: if you make content easier for AI to parse, you’ll get more citations in ChatGPT, Perplexity, and Google’s AI Overviews. Strip out the ads. Remove the navigation. Serve bots pure, clean text. Industry experts such as Malte Landwehr have documented sites creating .md copies of every article or adding llms.txt files to guide AI crawlers. Teams are even building entire shadow versions…

There’s a dangerous misconception in B2B marketing that video is just a “brand awareness” play. We tend to bucket video into two extremes: The “viral” top-of-funnel asset that gets views but no leads. The dry bottom-of-funnel product demo that gets leads but no views. This binary thinking is breaking your pipeline. In my role at LinkedIn, I have access to a unique view of the B2B buying ecosystem. What the data shows is that the most successful companies don’t treat video as a tactic for one stage of the funnel. They treat it as a multiplier. When you integrate video strategy across the entire buying journey – connecting brand to demand – effectivene…

I’ve spent over 20 years in companies where SEO sat in different corners of the organization – sometimes as a full-time role, other times as a consultant called in to “find what’s wrong.” Across those roles, the same pattern kept showing up. The technical fix was rarely what unlocked performance. It revealed symptoms, but it almost never explained why progress stalled. No governance The real constraints showed up earlier, long before anyone read my weekly SEO reports. They lived in reporting lines, decision rights, hiring choices, and in what teams were allowed to change without asking permission. When SEO struggled, it was usually because nobody rightfull…

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…

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…

Google doesn’t build products with B2B marketers in mind. Its largest budgets and transaction volume come from DTC and B2C brands, so that’s where product development naturally starts. That’s why new Google products rarely work for B2B out of the gate. Over my 15+ years in advertising, I’ve seen this pattern repeat: initial release, poor B2B fit, then gradual improvement after about two years. We saw it with responsive search ads, broad match (yes, I thought it was the end of times, too), and dynamic search ads. Performance Max follows the same trajectory. Three years ago, I would have said “absolutely not” for B2B organizations. In 2026, that a…

If you’ve been managing PPC accounts for any length of time, you don’t need a research report to tell you something has changed. You see it in the day-to-day work: GCLIDs missing from URLs. Conversions arriving later than expected. Reports that take longer to explain while still feeling less definitive than they used to. When that happens, the reflex is to assume something broke – a tracking update, a platform change, or a misconfiguration buried somewhere in the stack. But the reality is usually simpler. Many measurement setups still assume identifiers will reliably persist from click to conversion, and that assumption no longer holds consistentl…

Like many people, you’re worried about losing your job to AI. Where do your “old school” PPC skills fit as AI agents take over more of the work? Relax. It’s not that binary. The focus is shifting toward data and strategy. From the outside, it looks like media buying is being automated away. But let’s set the record straight: it isn’t. The role is shifting (again). I’ve been working in PPC for over 15 years, and there’s nothing to be afraid of. The real question is: are you riding the wave or being left behind? Let’s map the current PPC landscape: ad network automation and, most importantly, where PPC teams create value today — the critical skill set…

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’ve spent any time in PPC communities, Reddit threads, Slack groups, or conference Q&As, you’ve probably noticed a recurring frustration: “Google Ads isn’t scaling. It’s not working, and we’re stuck.” On the surface, everything looks fine. The campaigns are running, impression share is high, shopping feeds are clean, and budgets are flowing. But growth isn’t materializing. This isn’t usually about “broken campaigns” – it’s about the limits of demand. In niche markets or categories shaped by seasonality, growth is naturally capped. Yes, running broad match or AI Max can expand your reach to adjacent queries, so impression share might not literal…

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…

Right now, it’s hard to find a marketing conversation that doesn’t include two letters: AI. SEOs, strategists, and marketing leaders everywhere are asking the same question in different ways: How do we use AI to cut manpower, streamline work, move faster, and boost efficiency? Much of that thinking makes sense. If you run a business, you can’t ignore a tool that turns hours of grunt work into minutes. You’d be foolish to try. But we’re spending too much time asking, “Can AI do this?” and not enough time asking, “Should AI do this?” Once the initial excitement fades, some uncomfortable questions show up. If every title tag, meta description, land…