SEO Tools and Resources

A strange pattern has emerged in Google’s paid search results — multiple competing ads are displaying the exact same web statistics, raising questions about a potential bug or intentional design shift. What’s happening. Several paid search ads are surfacing the same website statistics simultaneously, despite the fact that these signals are typically unique to each individual site. The uniformity makes the data appear unreliable, and it’s unclear whether this is a display glitch, a testing experiment, or something more deliberate. Why we care. Trust signals in search ads exist to help users make informed decisions and to boost click-through rates by giving user…

Account suspensions are essential to “maintain a healthy and sustainable digital advertising ecosystem, with user protection at its core,” according to Google Ads. For advertisers, though, navigating the suspension process can be a minefield. Suspensions can happen suddenly, limit what you can do in your account, and, in some cases, affect related accounts as well. Here’s what triggers account suspensions, the different types you might encounter, and what to do if your account is flagged or suspended. Why do accounts get suspended? Accounts get suspended when Google Ads finds a violation of one of its policies. The platform uses a combination of automated s…

As AI agents reshape how advertising platforms are used, Google is bringing focus toward the developers behind the systems and create content specifically for them. What’s happening. Google’s Advertising and Measurement Developer Relations team has launched Ads DevCast, a bi-weekly vodcast and podcast hosted by Cory Liseno. The show focuses on technical deep dives across Google Ads, Google Analytics, Display & Video 360 and related tools. Zoom out. This is a companion to Ads Decoded, hosted by Google Ads Liaison Ginny Marvin, which focuses on campaign strategy. Ads DevCast is explicitly built for developers and technical practitioners. Driving the news. E…

A new Google Merchant Center update changes how e-commerce sites must handle out-of-stock products, with direct implications for product approvals and ad performance. What’s happening. Google now requires that out-of-stock products must still display a buy button, but it can no longer be active or hidden. Instead, the button must be visibly disabled and appear grayed out. In other words, users should be able to see the button, but not click it. This marks a clear shift from common practices where retailers either left the “Add to Cart” button clickable or removed it entirely. Both approaches are now non-compliant. How it works. In practical terms, the requ…

Google is testing AI-generated review replies in Google Business Profile. Why we care. Responding to reviews can impact conversions and trust. But generic AI replies could be risky and erode trust, especially on negative reviews where authenticity matters most. Response quality matters more than whether a business replies to reviews. What it looks like. Here’s a screenshot: The details. Google appears to be rolling out a limited test of Reply to reviews with AI inside Google Business Profile. The feature generates suggested responses to customer reviews. Users can review, edit, and manually submit replies. Availability is inconsistent across acc…

Google is testing AI-generated headline rewrites in Search results, describing it as a small, narrow experiment for now. What’s happening. Google confirmed to The Verge (subscription required) that it’s testing AI-generated titles in traditional Search results, not just Discover. The test is “small” and “narrow,” and not approved for broader rollout. It impacts news site but isn’t limited to them. The goal is to better match titles to queries and improve engagement, Google said. One example showed Google replacing original headlines with shorter or reworded versions, sometimes changing tone or intent (e.g., reducing “I used the ‘cheat on everything’ AI …

AI won’t make SEO obsolete, but it’ll change how the work gets done. There’s a growing concern that as AI systems improve, they’ll replace the need for human SEO analysis entirely. Early experiments suggest otherwise. While AI can assist with technical tasks and even generate usable outputs, it still depends heavily on detailed human input, structured data, and technical oversight to produce meaningful results. The real shift is toward redistribution. AI is accelerating parts of the workflow, raising the bar for execution, and changing where human expertise matters most. Why AI hasn’t made SEO obsolete AI aims to reduce the need for semi-technical expertis…

AI bots could outnumber humans on the web by 2027, according to Cloudflare CEO Matthew Prince, as agent-driven browsing explodes alongside generative AI adoption. Prince made the prediction at SXSW, warning that bots are already reshaping how the internet is used — and how it’s monetized. Why we care. Search is shifting from human clicks to AI-generated answers. If bots become the web’s primary “users,” you’ll need to reshape your strategy to ensure AI systems can access, trust, and use your content. The details. Prince said AI agents generate far more web activity than humans because they gather information differently. A person shopping might visit five sit…

ChatGPT retrieves far more webpages than it cites. A new AirOps analysis found that 85% of discovered sources never appear in the final answer. Why we care. If you want your content cited in AI-generated answers, discovery isn’t enough. Most retrieved pages never become visible to users. Key finding. In AI answers, retrieval doesn’t equal citation. Your page can rank and be retrieved yet still lose the citation to a source that better matches the prompt or supporting context. This shifts optimization toward earning selection inside the AI synthesis process—not just appearing in search results, per the report. By the numbers: 82,108 citations appeared…

Google is expanding capabilities in Google Ads Editor to give advertisers more creative flexibility, automation control, and budget precision — especially as AI-driven campaign types continue to evolve. What’s new. The 2.12 release introduces a wide set of updates across Performance Max, Demand Gen, and video campaigns, with a clear focus on scaling creative assets and improving workflow efficiency. Creative expansion. Performance Max campaigns now support up to 15 videos per asset group, allowing advertisers to feed more variations into Google’s AI for testing. The addition of 9:16 vertical images also reflects growing demand for mobile-first formats, particularl…

As Google rolls out AI Overviews, AI Mode in Search, and the Gemini ecosystem, we face a growing challenge: what happens when users get answers — and soon complete purchases — without leaving Google’s interfaces? Enter Google’s Universal Commerce Protocol (UCP), now in beta. UCP is designed to help brands to sell to consumers without leaving the Gemini or LLM experience. Consumers can check out within the LLM, add rewards points, and fully execute the transaction. Here’s an example flow: How Google’s Universal Commerce Protocol works At its core, UCP standardizes how consumer AI interfaces communicate with merchant checkout systems. When a user tells G…

OpenAI is beginning to build the infrastructure for a formal advertising business around ChatGPT — but early performance signals suggest the company still has work to do to match established search platforms. What’s happening. OpenAI started testing an Ads Manager dashboard with a small group of partners, according to confirmation shared with ADWEEK. The tool allows marketers to launch, monitor, and optimise campaigns in real time, similar to the campaign management platforms used across digital advertising. Why we care. OpenAI is beginning to build a self-serve ads ecosystem around ChatGPT with a dedicated Ads Manager, as they prepare for AI assistants becoming a…

Google appears to be testing a new “Sponsored Shops” format in Google Shopping results that highlights entire stores instead of individual products — a potential shift in how brands compete in Shopping ads. What’s happening. Instead of displaying only single product listings, the new block groups multiple products from the same retailer into one sponsored unit. The format features the store name, several products from that shop, and signals such as ratings and brand presence, effectively creating a mini storefront directly inside the Shopping results. Why we care. The new “Sponsored Shops” format in Google Shopping could shift competition from individual produ…

The words “incremental” and “incrementality” get thrown around in affiliate marketing, but they might not mean what they sound like. There may be no increase in actual sales, new customers, or revenue. Affiliate marketers who refer to incrementality often look at it only within the affiliate channel, not across your company as a whole. To determine whether affiliates are truly incremental, ask a simple question: Would the sale have happened without the affiliate program? The answer determines whether the partner is bringing you new customers and revenue or simply intercepting customers already in your checkout flow. Why high-intent traffic doesn’t always mean…

LinkedIn is launching a new AI-powered feed ranking system that uses large language models and GPUs to analyze post content and surface more relevant updates to its 1.3 billion members. Why we care. Understanding how LinkedIn surfaces content is critical if you want your posts — or your brand’s — to be discovered. The new system prioritizes topical relevance and engagement patterns, LinkedIn said. Posts that demonstrate expertise and align with emerging professional conversations may travel farther across the network — even without existing connections. The details. LinkedIn rebuilt much of its feed recommendation system using large language models, transformer mo…

The webpage is no longer the unit of digital visibility. For years, we’ve built our digital presence on a foundation of URLs and keywords, but that infrastructure was designed for a highway that AI has now bypassed. In the search everywhere revolution, the most powerful atomic unit is the entity — a well-defined, machine-readable representation of a concept, product, organization, or person. The brands establishing AI-era dominance are engineering entity authority. To survive the shift from traditional search to generative discovery, we must move beyond the page and focus on entity linkage to build a foundation of AI visibility. The e…

The rules of organic content are shifting from a “publish more” to a “prove more” mindset. Search results increasingly answer questions directly through AI summaries, shopping features, and other SERP integrations. Visibility alone doesn’t resolve buyer uncertainty. For ecommerce brands, organic visibility now requires recognition and trust amid the noise on the SERPs. The 2026 game is both simpler and more demanding. Invest in organic assets that: Reduce buyer uncertainty. Are machine-readable. Compound across multiple discovery surfaces. The forces shaping organic content’s ROI in 2026 Today’s search is defined by three forces changing how cont…

Over the past decade, I’ve reviewed hundreds of resumes, conducted countless interviews, and led numerous technical tests for SEO candidates. Along the way, I’ve met many exceptional professionals — but I’ve also noticed a recurring pattern of common interview mistakes that can hold even the most talented candidates back. Below are 11 common mistakes I’ve observed in SEO interviews — and how you can easily avoid them. 1. Projecting arrogance instead of confidence Confidence is great! While imposter syndrome is common in SEO, it’s important to maintain realistic confidence in your skills and experience. However, there is a fine line between projecting conf…

Are you watching your team’s creative operations buckle under mounting pressure? You’re not alone. As project complexity skyrockets and client demands intensify, creative leaders face an unprecedented challenge: scaling operations without sacrificing quality or burning out teams. The solution isn’t working harder, rather, it’s working smarter with technology that transforms your entire content lifecycle. Here’s how forward-thinking creative operations leaders are building resilient, scalable workflows that thrive in 2025’s demanding landscape. The perfect storm facing creative operations Creative teams are caught in a maelstrom of expectations and pressure…

Chloe Varnfield, a digital marketing specialist at Atelier Studios with nearly eight years in PPC, joined me to share the mistakes that shaped her career — and the lessons every advertiser should take from them. When Google sneaks settings past you Chloe’s first story centers on Google’s account-level automated assets setting — a feature so well hidden that many advertisers don’t know it exists until a client sends a screenshot asking why their headline looks completely wrong. The setting, buried behind a three-dot menu, defaults to on, meaning Google can automatically generate and serve headlines advertisers never wrote or approved. The takeaway: always audit your…

SerpApi is asking a federal court to dismiss Reddit’s lawsuit over alleged scraping of Reddit content from Google Search, saying Reddit is trying to use copyright law to control user posts and public search results. The motion follows Reddit’s amended complaint filed in February. SerpApi says the filing still fails to show copyright ownership, circumvention of technical protections, or concrete harm. SerpApi’s argument. SerpApi CEO Julien Khaleghy, in a blog post today, argued the lawsuit fails for several reasons: Reddit doesn’t own most of the content at issue. Its user agreement states that users retain ownership. Reddit holds only a non-exclusive …

The days of building campaigns around long lists of keywords are fading. Today, AI-powered Google campaigns and features like Performance Max (PMax) and AI Max are changing the rules. These keywordless campaigns lean on automation, audience signals, and machine learning to find new opportunities, often faster and at greater scale than humans can. At SMX Next, three PPC pros — Nikki Kuhlman, VP of search at Jumpfly; Brad Geddes, founder of Adalysis; and Christine Zirnheld, director of lead gen at Cypress North — explained where PMax and AI Max fit into your broader campaign strategy, where humans still make the difference, and how to strike the right balance betwee…

A recent Harvard Business Review piece echoes the shift we’re sseeing in the SEO industry: at a macro level, LLMs and Google’s AI-powered SERP features, such as AI Overviews, aren’t just creating a zero-click environment, but also changing user journeys and behavior. They’re collapsing what used to be multi-touch customer journeys into a single synthesized answer. For a more visual and emphatic metaphor, the monolith of “Search” is crumbling. When that happens, brands lose many of the touchpoints they once owned, and your marketing strategy must change accordingly. HBR captures this moment well, arguing that marketing now has a new audience and that algori…

A growing share of search interactions now begins inside generative systems. Users open AI tools and ask questions the same way they’d ask a colleague: in full sentences, with context, and often across multiple follow-up prompts. Generative systems synthesize answers from sources they interpret as credible and relevant to the prompt. Visibility increasingly depends on whether a brand’s content aligns with the questions people ask AI systems, not just the keywords they type into search engines. Traditional search results haven’t disappeared. Today’s discovery environment blends ranked results, AI-generated summaries, and conversational assistants. This shift in…

Imagine your ideal customer going to ChatGPT and asking, “Is [BRAND] worth it?” They’re not getting a vetted list of links in response. They’re getting a synthesized answer, most likely summarizing who you are, what you’re known for, and whether you’re credible. They’ll get a confident answer to the nebulous question of assigning worth. You don’t control that summary. But it will shape their decision before they convert, possibly before they ever visit your site. This is the new reality of search. SEO has traditionally been a discovery channel: higher rankings led to more traffic, which led to more conversions. But AI-powered search experiences, from AI Overvi…