SEO Tools and Resources

Broad match used to mean “more reach, less relevance.” Now it means more reach, with a machine learning layer deciding what relevance looks like. Google has been steadily steering advertisers toward fewer moving parts – fewer match types, fewer manual levers, and more automation. Making broad match the default for new Search campaigns in July 2024 was the clearest signal yet that this is the direction of travel. If you still think of broad match as “the loosest match type,” you will manage it like it is 2016. That is where the pain comes from: CPC inflation, irrelevant search terms, and leads that look fine in Google Ads but do not survive contact wi…

In the last 24 hours, ChatGPT and Perplexity have introduced new AI-driven shopping experiences that aim to deliver more personalized product discovery and guidance. Both experiences are meant to help users find, compare, and purchase products through conversational queries informed by preferences and past behavior. ChatGPT Shopping research. OpenAI introduced shopping research, a guided buying experience that turns ChatGPT into a personalized product researcher. Users describe what they need (e.g., “quiet cordless vacuum,” “compare these strollers,” “gift for my art-obsessed niece”). ChatGPT asks clarifying questions, pulls price/spec/review data from the…

GEO, AI SEO, AEO – call it what you like. The label doesn’t matter nearly as much as understanding the shift behind it. At the center of that shift lies one idea that explains everything: AI availability – and here’s why it matters. What is AI availability? The idea of AI availability comes from Byron Sharp, research professor at the Ehrenberg-Bass Institute, who introduced it in a comment on one of my LinkedIn posts. Sharp’s work underpins modern brand science and shows that growth depends on availability. Brands grow through sales, and sales grow through two kinds of availability: mental and physical. Mental availability refers to the like…

Google rolled out a beta that lets merchants display different loyalty-member prices by region in Shopping ads — giving retailers a new way to localize promotions without managing separate offers. Why we care. The feature gives merchants more flexibility to tailor pricing to local markets and highlight loyalty perks directly in ads, potentially boosting conversion and membership sign-ups. How it works Merchants must join Google’s loyalty add-on, set up regions in Merchant Center, and add loyalty_program attributes — including program label, tier, and price — to their regional inventory feed. When a shopper clicks an ad, Google appends a region ID to the UR…

One of the biggest SEO challenges right now isn’t AI. It’s the irresponsible misinformation surrounding it. SEO isn’t dying — it’s evolving. That means it’s on us to understand how the industry is changing, and to be careful about who we listen to. I’m not easily shocked, but some of the AEO (or GEO) talks I’ve seen over the past year have been genuinely eyebrow-raising — even for someone with Botox. I still remember one speaker telling a room full of marketers they were “sorry for anyone still working in SEO,” then immediately recommending outdated tactics as the “secret sauce” for LLM visibility. It’s been… painful. Thankfully, the adults have entered …

Why this matters now Marketing budgets in 2025 have stayed the same, yet expectations keep rising. CMOs report budgets stuck at roughly 7.7% of company revenue, which means teams are expected to do more with the same dollars. In that context, the most practical use of AI is not a moonshot, but a set of clear fixes to everyday bottlenecks that slow teams down and drive costs up. This article breaks down four problems that marketers face right now and how AI is already solving them. The difference today is that Artlist AI, including image, video and voice generators, turns AI from a novelty into a reliable production system. When you use AI to streamline your workflo…

More than a decade ago, I coined the term brand SERP – the result you get when someone searches for your name or company. I called it the “digital business card” because I saw firsthand how a messy one could cost a business trust and revenue. That idea shaped how many people think about online reputation and visibility, but the landscape has shifted again. \In the age of assistive and conversational AI – from ChatGPT to Perplexity to Google AI – a new and far more powerful asset has emerged: the AI resume. Unlike a brand SERP, which reflects what Google shows, the AI resume reveals what the machines themselves understand about your brand. It’s a liv…

Google reduced the minimum audience size requirement to just 100 active users across all networks and audience types, making remarketing and customer list targeting far more accessible—especially for smaller advertisers. What’s new. Audience segments with as few as 100 users can now be used across Search, Display, and YouTube, including both remarketing lists and customer lists. The same 100-user threshold now applies for segments to appear in Audience Insights, down from 1,000. Catch up. The shift toward smaller audience thresholds began in May, when Google lowered the minimum user requirement for Customer Lists in Search campaigns from 1,000 to 100. Why …

Google is working to fix the Google Discover feed by removing the fake AI spam that has been creeping in over the past several weeks. “We’re actively working on a fix,” Google told the Press Gazette after the magazine documented many cases of the Google Discover feed being polluted with this AI spam. Google’s statement. Here is the full statement Google provided: “We keep the vast majority of spam out of Discover through robust spam-fighting systems and clear policies against new and emerging forms of low quality, manipulative content. We’re actively working on a fix that will better address the specific type of spam that’s being referenced here, maintaining our …

Many still treat E-E-A-T as a box to tick in an SEO audit. But it’s more than that – it’s how search engines and AI systems decide which content to trust. The paradox? Global brands that dominate in one country often underperform in others. Without clear local trust and authority signals, even the strongest global reputation may not carry across borders. Why E-E-A-T breaks down across borders When Google or an LLM compares multiple content options, it must choose which is the most complete, accurate, and trustworthy. That decision once leaned heavily on backlinks. Now, advanced algorithms consider a richer mix – authorship, structured d…

Every few years, SEO gets a shiny new acronym. Voice search. AMP. E-A-T. Each promised to rewrite the rules, and each eventually found its way into the same corporate graveyard of experiments and half-baked roadmaps. I know, because I bought in. For a year and a half, I buried myself in schema markup—building page-level knowledge graphs, connecting entities, mapping relationships until entire sites resembled semantic webs. It was meticulous, elegant, even beautiful in its own way. And it delivered nothing. Not because technical work doesn’t matter—SEO is inherently technical. The issue in enterprise is that Google is a black box. You can pour months into structured da…

Google has added a new user agent to its help documentation named Google-CWS. This is the Chrome Web Store user agent that is a user-triggered fetchers. More details. Google posted about the new user agent over here, it reads; “The Chrome Web Store fetcher requests URLs that developers provide in the metadata of their Chrome extensions and themes.” What are user-triggered fetchers. A user-triggered fetchers are initiated by users to perform a fetching function within a Google product. The example provided by Google was “Google Site Verifier acts on a user’s request, or a site hosted on Google Cloud (GCP) has a feature that allows the site’s users to retri…

Google is tightening its account retention policy — canceled Google Ads accounts will now be permanently deleted six months after cancellation, marking the end of indefinite account storage. Driving the news. Under the new policy, Google will begin a cleanup of inactive accounts, sending a 30-day email warning before deletion. Previously, advertisers could reactivate canceled accounts at any time, preserving data and structure indefinitely. Why we care. This change could impact advertisers who rely on historical performance data, conversion tracking, or campaign templates stored in inactive accounts. Once deleted, all account history and assets — including campaig…

Google Ads will change how automatically created customer conversion goals are set as account-default starting Nov. 17, aiming to reduce wasted spend from campaigns optimizing toward irrelevant goals. How it works now. New conversion actions created via the API automatically generate customer conversion goals. Those goals are set as account-default by default, making them biddable across campaigns. The result: campaigns may target unnecessary goals, diluting performance. What’s changing. Under the new rules, a newly created goal will only default to account-level bidding if every other goal in that category is already account-default. Example: If an acc…

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…

Another year in search has come and gone, and Google called it year three of a 10-year platform shift. In 2025, that shift became impossible to ignore. AI moved from experiments and previews into the core of how search actually works. Below are the biggest SEO news stories of 2025 on Search Engine Land. Note: This article doesn’t include any stories related to Google algorithm updates. Barry Schwartz wrote a separate recap on that, which will also publish today. 10. Perplexity ranking factors and systems Independent researcher Metehan Yesilyurt analyzed browser-level interactions to reveal how Perplexity scores, reranks, and sometimes drops content. He unc…

Google shows AI Overviews in Search largely based on whether users engage with them — and removes them when they don’t. That’s according to Robby Stein, Google’s VP of product for Search. In a CNN interview, Stein explained how Google tunes AI-driven results as it expands ads, personalization, and visual search across its experiences. Engagement drives AI Overviews. Google tests AI Overviews on specific query types and keeps them only if users find them useful. If users don’t click, interact, or show value, the overview disappears. The system then applies that learning to similar queries, Stein said: “The system will learn — so it’ll try it — and then see if …

LinkedIn is making Reserved Ads generally available to all managed accounts, giving marketers the ability to lock in the first ad slot in the feed for premium visibility. What’s new. Reserved Ads let advertisers secure top-of-feed placement at a fixed rate, providing predictable delivery, consistent reach, and greater share of voice. Early results show the format drives up to 75% higher dwell time, 88% higher view-through rates, and delivers 99% of forecasted impressions, according to LinkedIn. How it works. Reserved Ads appear in the most visible ad slot on LinkedIn’s feed and support most Sponsored Content formats, including Video, Single Image, Carousel, Do…

Google is rolling out two new AI-powered assistants — Ads Advisor and Analytics Advisor — built on its latest Gemini models to help advertisers manage campaigns and uncover insights faster. The tools, which begin rolling out to all English-language Google Ads and Google Analytics accounts in early December, are designed to turn complex campaign management and data analysis into simple, conversational experiences. Ads Advisor: optimization and automation in one place. Ads Advisor serves as an in-platform AI partner that helps advertisers manage, troubleshoot, and scale their campaigns. It learns from user interactions to deliver increasingly personalized …

Google’s AI Overviews feature has become the face of our search engine results. Type almost any question into your Google search bar, and the first answer you receive will be AI generated. Many are thrilled about this. Others are wary. Marketers and those in the online reputation management (ORM) field are among those urging caution. Why? Because Google AI Overviews are often littered with information stemming from online forums like Reddit and Quora. And oftentimes, this user-generated content can be inaccurate — or entirely false. Why Google AI Overviews heavily rely on content from Reddit and Quora But how and why have Google AI Overviews c…

Marketing mix modeling (MMM) is having a moment in marketing measurement. As privacy regulations limit user-level tracking, marketers are turning to it for reliable, cross-channel measurement. (We love it at my agency – MMM analyses often lead to smarter budget allocation with significant downstream impact.) But as adoption grows, so do execution errors and misconceptions about what MMM can and can’t do. Despite its strategic potential, it’s often misused, misinterpreted, or oversold – leading to costly mistakes and credibility loss from unrealistic expectations. MMM isn’t a black box. To produce meaningful insights, it demands context, strategy, iteratio…

Link building is the practice of earning links from other websites to your own. These links act as signals of trust and authority for search engines, helping your pages rank higher in search results. Quality matters more than quantity. A few relevant, high-authority links are far more valuable than many low-quality ones. Modern link building focuses on creating genuinely useful content, building genuine relationships, and earning links naturally, rather than manipulating rankings. Table of contents What is link building? What is a link? Why do we build links ? How to earn high-quality links Link building in the era of AI and LLM search Examples of effective link bui…

For years, PPC advertisers have considered Performance Max (and Smart Shopping before it) to be a black box, even a black hole. While its powerful automation drives convincing results, the lack of transparency into channel performance has been a persistent frustration. Now, Google is beginning to provide some answers. The rollout of the new Channel Performance report marks a significant step toward the transparency advertisers have been demanding. This guide explains what the report is, highlights its strengths and weaknesses, and shows you how to use it. What is the Channel Performance report – and why is it a big deal? The Channel Performance r…

The narrative in SEO right now is simple: Google’s AI Mode doesn’t send traffic. If it becomes the default Google Search experience, your website will starve for clicks. There’s one problem, though: the studies claiming “AI doesn’t send traffic” focus almost entirely on informational queries. Yes, if someone wants to know what a basal cell carcinoma looks like, AI will kill that click. But what happens when someone wants to find a dermatologist to check that mole? No one has shared a study like that yet. So we decided to fix that. We ran the first UX study focused specifically on transactional intent in AI mode. We watched 52 participants across the U.…