SEO Tools and Resources

Most of what people are calling “AI SEO” right now is just legacy SEO with new buzzwords. AI SEO is different. When you look at how AI Overviews, ChatGPT, Perplexity, and AI Mode actually source and compress information, there are things you can do that literally did not exist in the Google 10-blue-links world. This article walks through those AI SEO-only tactics, backed with real data, not wishful thinking. The context: clicks are collapsing, but answers are not You already feel this in your numbers. A few facts to anchor the conversation: Studies on Google’s AI Overviews showed click-through rates to top organic results drop by roughly 30 to …

YouTube is rolling out a beta feature that automatically lowers costs for underperforming Demand Gen Target CPA (tCPA) campaigns, aiming to keep advertisers closer to their desired CPA during the volatile learning phase. Why we care. The update gives advertisers a financial cushion during the earliest — and often most unstable — phase of YouTube campaigns, where conversion predictions can swing widely. It’s a rare instance of Google proactively refunding spend to protect performance targets. How it works: The system monitors new Demand Gen tCPA campaigns during the learning phase. If conversions fall below what Google predicted, it may retroactively reduce…

Custom annotations are finally live within Google Search Console’s performance reports. You can now annotate reports directly within Search Console to avoid forgetting important key events; such as coding changes, algorithm updates, bugs on your website or more. What are custom annotations. Google explained that custom annotations are “Notes you create yourself to mark important events specific to your property, such as when you launch a new feature, or fix a bug on your website.” Google began testing this feature back in May 2025 and it is now live. What they look like. Here is a screenshot of a custom annotation in Search Console: How does it work. Y…

Microsoft Advertising is rolling out Image Animation, a new Copilot-powered feature that automatically converts static images into short, dynamic video assets — giving advertisers a faster path into video without traditional production. How it works: Copilot transforms existing static images into scroll-stopping animated video formats. The tool extends the lifespan of strong image creatives by repurposing them for video placements across Microsoft’s global publisher network. The feature is now in global pilot (excluding mainland China) and accessible through Ads Studio’s video templates. Why we care. Video continues to dominate digital attention, wi…

A leaked file reveals the user interactions that OpenAI is tracking, including how often ChatGPT displays publisher links and how few users actually click on them. By the numbers. ChatGPT shows links, but hardly anyone clicks on them. For one top-performing page, the OpenAI file reports: 610,775 total link impressions 4,238 total clicks 0.69% overall CTR Best individual page CTR: 1.68% Most other pages: 0.01%, 0.1%, 0% ChatGPT metrics. The leaked file breaks down every place ChatGPT displays links and how users interact with them. It tracks: Date range (date partition, report month, min/max report dates) Publisher and URL details (publishe…

Google announced the release of its latest AI model update, Gemini 3. “And now we’re introducing Gemini 3, our most intelligent model, that combines all of Gemini’s capabilities together so you can bring any idea to life,” Google’s CEO, Sundar Pichai wrote. Gemini 3 is now being used in AI Mode in Search with more complex reasoning and new dynamic experiences. “This is the first time we are shipping Gemini in Search on day one,” Sundar Pichai said. AI Mode with Gemini 3. Google shared how AI Mode in Search is now using Gemini 3 to enable new generative UI experiences like immersive visual layouts and interactive tools and simulations, all generated completely on …

I’ve straddled both the brand marketing and SEO industries for the past decade now. That dynamic has made it particularly interesting to watch how the concept of brand alignment has seeped into the search marketing vernacular. To quote my favorite baseball player, Yogi Berra, “You can observe a lot just by watching.” I’ve watched and I’ve observed how the conversation about brand alignment for LLM visibility has gone from “nice to have” to an absolute necessity. LLMs can expose a weak brand alignment while rewarding a strong brand alignment with increased visibility. With that, I want to kick things off by better explaining exactly what brand alignment look…

LLM-driven discovery is reshaping how readers find and evaluate information, yet most teams still don’t know what actually gets cited by ChatGPT. While early theories suggest that structure, freshness, or authority signals are the primary drivers, the actual drivers have remained unclear. To bring more clarity, I audited 15 domains in September across ecommerce, cybersecurity and tech, healthcare, data analytics, education, and local business. Together, these sites generated nearly 2 million organic monthly sessions and 7,500 direct referral sessions from ChatGPT. The analysis focused on blog posts – one of the most controllable levers for non-branded vi…

Automation has shaped PPC for decades, and the landscape keeps shifting. I’ve seen that evolution firsthand, from helping build the first AdWords Editor to developing early Google Ads scripts and writing about automation layering. Now we’re entering another major transition. As AI changes how we search and get answers, it’s also transforming how automation itself gets built. And this time, the momentum isn’t coming from ad platforms like Google – it’s coming from AI companies like OpenAI. Until recently, AI mostly helped with human language tasks like writing ad copy, summaries, or reports. But the latest generation of LLMs can increasingly gene…

With AI Max for Search now widely available in beta, advertisers are debating everything from performance comparisons to how it plays with existing keyword structures. Google Ads Liaison, Ginny Marvin is stepping in to clarify what AI Max is — and what it isn’t. What AI Max is designed to do. AI Max aims to unlock incremental conversions or conversion value — not replace or compete with your current keyword setup. It expands reach using broad match logic and keywordless matching (think DSA-style crawling of your landing pages). It pairs that with dynamic creative optimization, including text customization and Final URL expansion, to match intent more precisely…

Google DeepMind launched Nano Banana Pro, the next-gen version of its earlier Nano Banana image model and the image system powering Gemini 3 Pro. The upgrade brings sharper text rendering, richer world knowledge, higher consistency across edits, and more precise creative controls — all aimed at producing studio-quality visuals from even the roughest ideas. Why we care. Nano Banana Pro is built to help anyone — casual creators, designers, advertisers, developers, filmmakers — go from concept to polished visual with far more accuracy, reasoning, and control than previous models allowed. It can: Generate context-rich educational visuals, grounded in real-world d…

Google Ads expanded its “Political content” declaration, allowing advertisers to set a default political-ads preference at the account level — not just within individual campaigns. The feature quietly rolled out after Google introduced the campaign-level setting in August 2025. Why we care. The shift gives advertisers a simpler, more consistent way to comply with political-ad regulations, especially as new transparency requirements — including the EU’s TTPA rules that took effect in October 2025 — continue to ramp up. Instead of updating each campaign manually, advertisers can now define their political-ad intent once and apply it across the entire account. Ho…

In June, Fractl and Search Engine Land surveyed 2,000 consumers and uncovered a startling statistic: 82% find AI-powered search more helpful than traditional search. While the SEO industry panicked, thought leaders and snakeoil salesmen took to LinkedIn to lay claim to this new frontier of AI-driven brand visibility: “It’s called GEO!” “No, it’s AEO!” “Oh, we use AISO! Wait, I meant LLMO now!” …Or, maybe, it’s just effective SEO? Industry banter aside, we’ve entered a world where old-school search and AI-driven discovery coexist – and the terminology isn’t trivial. It’s the roadmap for how brands show up across fast-growing search platform…

Microsoft is alerting users that the Microsoft Advertising mobile app will be shut down in January 2026, ending mobile-based campaign management for advertisers. Why we care. Advertisers who rely on the mobile app for quick monitoring or urgent adjustments will need to shift workflows to the Microsoft Advertising web interface, the only remaining place to manage campaigns after the app is removed. What’s changing: The app has been removed form both the Apple App store and Google Play. It will be retired entirely in January 2026, users will lose access to campaign management through the app, and Microsoft is directing advertisers to the web UI, which supports…

Headlines predicting another “AI winter” are beginning to emerge, and the numbers back the skepticism. MIT reports that while 80% of organizations have piloted GenAI and 40% report deployment, only 5% have reached scale, with seven of nine sectors showing no structural change. McKinsey finds the same disconnect: 36% of executives report no revenue impact, only 19% say revenues have grown more than 5%, and 87% admit growth is still years away. Adoption is everywhere, but impact is almost nowhere. But those headlines and numbers miss what’s happening inside enterprises right now. SEO leaders are being tapped to guide GEO—generative engine optimization. Not because we’re…

One of the most energetic conversations around AI has been what I’ll call “AI hype meets AI reality.” Tools such as Semush One and its Enterprise AIO tool came onto the market and offered something we could not live without: The data on what was happening inside LLMs. How many citations were we capturing? How many mentions were our brands gobbling up? This data became, and still is, an incredible novelty. But with the data came questions like “What’s the ROI here?” and “How do I interpret this data and integrate it into my team’s actual marketing strategy?” It’s clear the data provided by these tools is very valuable and very intriguing, but what do you do with …

In recent years, the open web has felt like the Wild West. Creators have seen their work scraped, processed, and fed into large language models – mostly without their consent. It became a data free-for-all, with almost no way for site owners to opt out or protect their work. There have been efforts, like llms.txt initiative from Jeremy Howard. Like robots.txt, which lets site owners allow or block site crawlers, llms.txt offers rules that do the same for AI companies’ crawling bots. But there’s no clear evidence that AI companies follow llms.txt or honor its rules. Plus, Google explicitly said it doesn’t support llms.txt. However, a new protocol is now emergi…

Google is quietly rolling out a new Performance Max feature that lets advertisers upload video files directly inside the “Edit assets” panel — no YouTube channel or Shared Library required. Driving the news. The feature, spotted in the Google Ads UI, adds a simple “Upload” tab during asset creation in PMax campaigns. A highlighted upload box now appears in the YouTube ad setup workflow, guiding users to drop in a video file and move on — significantly reducing friction for new video advertisers. How it works. Uploaded videos are stored in a Google-managed house channel, not the advertiser’s YouTube account. That means the assets can be used in ads, bu…

Google is rolling out automatic linking between YouTube channels and Google Ads accounts when its systems detect a strong data relationship between the two — giving advertisers access to richer audience signals without manual setup. Driving the news. Google will begin automatically linking accounts when its signals show a “high-confidence connection.” Admins and channel owners receive an email 30 days before the link is created, giving them the option to opt out or link early. How it works If no one opts out during the 30-day window, Google completes the link automatically. Dual admins — with access to both accounts — can link immediately. Even after li…

Canonicalization has long been a core SEO practice, yet it’s still one of the easiest to overlook. At its simplest, canonicalization helps search engines identify the original source of content and prevents duplicate versions from competing with each other. Large sites rely on solid canonical structures to stay organized, and small sites benefit by avoiding duplicates that can dilute rankings and visibility. As we move into 2026, canonicalization is becoming even more important as generative engine optimization (GEO) rises alongside traditional SEO. With AI Overviews, ChatGPT, Perplexity, and other generative systems shaping how content is selected, summa…

Google Ads’ new AI image tool, Nano Banana Pro (NB), brings conversational image generation and editing directly into campaigns, letting advertisers create seasonal, mood-adjusted, and material-specific visuals without a photoshoot. It’s part of Google’s broader push alongside Opal, its AI writing tool, to accelerate content creation across PMax, Display, and other automated campaigns. Driving the news. Ameet Khabra, founder of Hop Skip Media, ran extensive tests across three industries—mattresses, HVAC, and real estate—to evaluate NB’s performance in live campaign scenarios. She found that while the tool shows impressive results in some areas, it has notable limitati…

Google is now powering some of the responses you see in the AI Overviews and AI Mode using Gemini 3. We expected this to happen when Google announced Gemini 3 last week, and now it is live for some searchers in Google Search. Nick Fox, Google’s SVP of Knowledge and Information, wrote on X: “The rollout of Gemini 3 in Search continues! We’ve just shipped intelligent automatic model routing to Gemini 3 Pro for your toughest questions in AI Overviews and AI Mode.” Who sees it. “Currently available for Google AI Pro & Ultra subs in the U.S.,” Nick Fox added. You will know if you have it, if you have an option to select it from the carrot menu in the AI Mode…

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…

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…

Google now lets merchants add their shipping and return policies to Google Search without having a Google Merchant Center account. You can do this within Google Search Console and/or by using new structured data. Google wrote: “We’re excited to announce that we’re now expanding the options for merchants to provide shipping and returns information, even if they don’t have a Merchant Center account. Merchants can now tell Google about their shipping and returns policies in two distinct ways: by configuring them directly in Search Console or by using new organization-level structured data.” Search Console. If Google determines that your site makes sense to add …