SEO Tools and Resources

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…

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…

On episode 333 of PPC Live The Podcast, I speak to Nils Rooijmans, a renowned Google Ads script expert and top 10 PPC influencer, where she shares the experience of a costly error that serves as a valuable lesson for anyone managing paid search campaigns. The Setup: A quick account onboarding gone wrong The trouble began when one of Rooijmans’ existing clients acquired another company in the airport parking services industry. The acquired company was already running a small Google Ads account, and the client wanted Rooijmans to manage it without paying additional fees for proper onboarding. Against his better judgment, Rooijmans agreed to a compromise: they wou…

Google Discover is less aligned to Google Search ranking, Andy Almeida from the Google Trust and Safety team, said yesterday at the Google Search Central Live event in Zurich yesterday. A slide he posted on how existing systems help the Google Discover team solve problems, the slide says: “Minimal alignment to search ranking gives us the tools we need to combat emerging abuse.” What this means. It seems that this is an admission that Google Discover is not using Google’s search systems as tightly as it may have in the past for when it comes to combating abuse on that platform. I asked Andy Almeida at the event what this means, and he said it means …

I expected the dark-themed landing page to lose. Everything I knew about conversion optimization said the light background should win. Light themes are standard for B2B lead generation pages because they offer better readability, cleaner visual hierarchy, and align with accessibility standards. Unbounce’s analysis of 41,000 landing pages establishes baseline patterns favoring light backgrounds. It seemed like a safe bet. But after splitting paid traffic 50/50 between a dark landing page and a light landing page for our industrial fleet repair SaaS, the light variant achieved a 16.62% higher CTR yet delivered 42% fewer total conversions. This isn’t a…

After more than 15 years in enterprise SEO across six major corporations, I’ve seen more careers derailed by internal politics than by Google updates. Many SEOs moving from agency to in-house assume that staying current with algorithms and improving rankings will be enough. In reality, the harder work is navigating the organization and the people within it. Agency life rewards deliverables and reports. Corporate life runs on relationships, repeatable processes, the right platforms, and visible performance – all carrying equal weight with technical skill. The following lessons reflect where SEOs can grow, avoid common pitfalls, and build sustainable care…

We celebrated a major milestone in June: the return of SMX Advanced as an in-person event. It was our first since 2019. More than a conference, SMX Advanced 2025 was a reunion. Search marketers from around the world came together to connect, exchange ideas, and learn the most current and advanced insights in search. But search never stands still. With rapid shifts in AI SEO, constant algorithm changes, and the challenge of balancing generative AI with a human touch, the need for truly advanced, actionable education has never been greater. Help shape SMX Advanced 2026 We’re committed to making the SMX Advanced 2026 program our most relevant, advanced, and e…

As a Google Ads practitioner, you probably spend the bulk of your time optimizing Search, Shopping or Performance Max campaigns. That makes sense — the Google SERP is the foundation of Google Ads. But there is a big opportunity sitting right inside your Google Ads account that too many advertisers are ignoring. I’m going to go ahead and declare it: Demand Gen is the most underrated campaign type in Google Ads, and that has to end. If you’ve been hesitant to test Demand Gen, or if you tried it once and “it didn’t work,” let this be your sign to add it to your strategy in 2026. Demand Gen offers a fundamental shift in how we can use Google’s ecosystem to drive growt…

If there’s one takeaway as we look toward SEO in 2026, it’s that visibility is no longer just about ranking pages, but about being understood by increasingly selective AI-driven systems. In 2025, SEO proved it was not disappearing, but evolving, as search engines leaned more heavily on structure, authority, and trust to interpret content beyond the click. In this article, we share SEO predictions for 2026 from Yoast SEO experts, Alex Moss and Carolyn Shelby, highlighting the shifts that will shape how brands earn visibility across search and AI-powered discovery experiences. Key takeaways In 2026, SEO focuses on visibility defined by clarity, authority, and trust rat…

In 2025, the SEO industry debated whether AI required a strategy shift. In 2026, we are still debating, but we are moving further into the testing and execution phase. To navigate the new search landscape, we have to kill the channel silo and let the SEO team act as the strategic quarterback for brand authority. Organic search has always been a treasure trove of insights into consumer behavior, platform changes, brand presence, and organic influence. Right now, LLMs are binging on a diet of earned media. Press releases, social media content, UGC, your website, your retailers’ sites, YouTube videos, and Reddit threads all have a huge influence on th…

Microsoft Advertising is starting 2026 with a broad set of updates aimed squarely at search-first marketers, with a focus on better controls, clearer insights, and easier campaign management across the platform. Driving the news. In its latest product roundup, Microsoft is rolling out new Performance Max capabilities, expanding audience targeting options, improving imports from Google, and automating more creative elements in search ads. The big picture. Performance Max continues to be the centerpiece. Microsoft is introducing a new customer acquisition goal in open beta, allowing advertisers to either prioritize net-new customers or exclusively target them within…

In 2026, AI is no longer something marketers are debating. It’s actively shaping nearly every part of digital advertising and creative. Because the human brain processes visuals far faster than text, video ads are becoming more important and more effective, especially as creative costs continue to fall. The question is no longer whether PPC teams should use AI for video advertising. It’s how to use it to drive better results, produce stronger creative, and avoid issues like hallucinations and governance gaps that can undermine performance. Why AI adoption alone no longer drives PPC performance Nearly 90% of advertisers now use generative AI to build o…

If the same URL appears in both a Google AI Overview and the classic 10 blue links, Google Search Console counts it as a single impression, not two. That clarification comes directly from Google’s John Mueller. The background. Mark Williams-Cook, director at SEO agency Candour and founder of AlsoAsked, shared it publicly on LinkedIn after a discussion sparked by Jamie Indigo. The question emerged as SEOs try to understand how AI Overviews affect visibility metrics when a page appears multiple times on the same results page. Williams-Cook initially assumed the URL might generate two impressions. That assumption was based on how older SERP features, such as tw…

The SEO versus GEO debate has dominated industry discourse over the past year. New acronyms appear weekly, sentiment swings quickly, and even trusted voices often contradict positions they held just months earlier. That volatility isn’t happening at the edges of the industry. It’s coming from a small group of highly visible SEO influencers whose framing of AI-era search shifts in response to news cycles, platform announcements, and branding pressure. To understand how widespread – and how unstable – this discourse has become, we analyzed how 75 leading SEO influencers discuss AI-driven search on LinkedIn. The goal wasn’t to decide which acronym woul…

We analyzed nearly two million LLM sessions across nine industries from January through December 2025. We started with a simple assumption: ChatGPT dominates, usage patterns are uniform, and the volume is small and inconsequential. The data proved us wrong. ChatGPT commands 84.1% of trackable AI discovery traffic, but it functions primarily as the default tool for broad-market discovery. That reality changes the strategy. Brands can no longer rely on a single, discovery-first approach. You need a multi-platform strategy that aligns with how users expect to be productive at different moments. Success now depends on knowing which platforms actively enable u…

PR measurement often breaks down in practice. Limited budgets, no dedicated analytics staff, siloed teams, and competing priorities make it difficult to connect media outreach to real outcomes. That’s where collaboration with SEO, PPC, and digital marketing teams becomes essential. Working together, these teams can help PR do three things that are hard to accomplish alone: Show the connection between media outreach and customer action. Incorporate SEO – and now generative engine optimization (GEO) – into measurement programs. Select tools that match the metrics that actually matter. This article lays out a practical way to do exactly that, witho…

SEO is moving out of the marketing silo into organizational design. Visibility now depends on how information is structured, validated, and aligned across the business. When information is fragmented or contradictory, visibility becomes unstable. The risk isn’t just ranking volatility – it’s losing control of how your brand is interpreted and cited. For SEO leaders, the choice is unavoidable: remain a channel optimizer or shape the systems that govern how your organization is understood and cited. That shift isn’t happening in a vacuum. AI systems now interpret, reconcile, and assemble information at scale. The visibility shift beyond rankings The future of…

Perplexity is abandoning advertising, for now at least. The company believes sponsored placements — even labeled ones — risk undermining the trust on which its AI answer engine depends. Perplexity phased out the ads it began testing in 2024 and has no plans to bring them back, the Financial Times reported. The AI search company could revisit advertising or “never ever need to do ads,” the report said. Why we care. If Perplexity remains ad-free, brands lose paid access to a fast-growing audience. The company previously reported that it gets 780 million monthly queries. With sponsored placements gone, brands have no way to get visibility inside Perplexity’s answ…

Google published a new help document outlining how passkeys work in Google Ads — a timely move as advertisers face a rise in account hacks and phishing attempts. What’s happening. The new help page explains how passkeys function as a passwordless, phishing-resistant login method in Google Ads, and clarifies when they’re required — including for sensitive actions like user access changes and account linking updates. The documentation walks advertisers through device requirements, setup steps and security considerations. Why we care. Ad accounts are increasingly being targeted by attackers, with compromised logins leading to budget theft, campaign disruptio…

Brand performance in generative search relies on measurable reputation and entity signals. But those signals are only as good as the infrastructure machines can fetch, parse, and trust. Treat the website, feeds, and APIs as brand training data. Pair technical governance with brand strategy to stop narrative drift and preserve brand equity. Search and brand are one system now, bridging the gap between intent and machine narration. “Google doesn’t just index your pages – it indexes your reputation.” – Jono Alderson That only happens when the site’s performance, semantics, and integrity make the brand easy to select. Machines prefer brands they can read c…

AI Overviews are changing what it means to “search.” The web remains central, but AI and shifting user habits are creating new winners and losers – with forums, videos, and creators gaining ground on traditional publishers, said Google’s Search Head Liz Reid in a new interview. Search shake-up. Every ranking update creates “winners and losers,” Reid acknowledged. But she said user behavior – not just algorithms – is driving the shift, with younger audiences favoring forums, short-form video, and creator content over traditional publishers. “One of the things that’s always true about Google Search is that you make changes and there are winners and losers. That’s t…

Following OpenAI’s launch of ChatGPT Atlas, software company Search Atlas flagged a major issue: the AI-powered browser can interact with websites in a way that looks indistinguishable from real human users, including clicking on paid advertisements. Why we care. Businesses running digital ad campaigns could unknowingly pay for clicks generated by AI agents, not real prospects. The technology also threatens to corrupt analytics data, making it harder to measure genuine traffic and user behavior. The problem. ChatGPT Atlas is built on Google Chrome, so ad networks and websites perceive its activity as a legitimate user. Every AI click on sponsored posts can tr…

Google Search Console’s performance report is stuck and has not shown an update in the main report since Sunday, October 19th. Google confirmed the issue and said it will catch up. What it looks like. As I said on the Search Engine Roundtable, before Google confirmed the issue, the performance reports for all Search Console profiles are stuck on Sunday. Here is a sample chart: More details. The weird thing is that when you dive in to 24 hour data, you do get recent data. So it does seem like the data is being collected and stored but it just isn’t being rendered in most of the reporting. In addition, when you click on the by date breakdown under the chart…