Searchlight is Aztek's marketing news roundup that brings together the week’s most relevant developments in marketing, search, AI, and digital strategy, all in one place. We update this article throughout the week with news we think is worth your time, along with context to help you understand what changed, why it matters, and what it could mean for your business.
This week's topics:
05/18: Google’s First AI Search Guide Confirms What Good SEOs Already Knew
Google just gave marketers a much-needed reality check on AI search. The company released its first official guide to optimizing websites for generative AI features in Google Search, including AI Overviews and AI Mode. For business owners and marketing managers, the timing is helpful. Over the past year and a half, plenty of vendors, consultants, and LinkedIn experts have treated AI search like a brand-new discipline with new rules and new acronyms. From Google’s perspective, optimizing for generative AI search is still good ol' SEO.
AI Search Still Depends on SEO Fundamentals
Search has changed, just not in the way a lot of AI SEO sales pitches make it sound. AI Overviews and AI Mode can give people a summarized answer instead of sending them straight to a list of links, but Google is still pulling from the web pages it can access, understand, and trust.
That means the basics still have to be in place. If your site is hard for Google to crawl, your service pages are thin, or your content sounds like it could belong to any company in your industry, an AI-focused file or a few “LLM-friendly” rewrites are not going to fix the real issue.
Good SEO still starts with a healthy website, clear page structure, and content that helps people make a better decision. The packaging around search may be changing, but the shortcuts are not suddenly more useful just because AI is involved.
Google Called Out the AI SEO Noise
Google’s guide is especially helpful because it clears up what site owners don’t need to chase. It calls out several tactics that have been floating around the AI SEO world, including creating llms.txt files, “chunking” content into smaller pieces for AI systems, rewriting content with AI-specific phrasing, chasing inauthentic brand mentions, and adding special schema just for generative AI search.
AEO and GEO may be useful labels for talking about how search is changing, but they are not separate magic systems with their own totally different rules. Showing up in AI-powered Search still depends on the same SEO foundation that helps a site show up in traditional results.
That doesn’t mean every conversation about AI visibility is useless. It does mean businesses should be careful when someone says they need a completely separate strategy to show up in AI search. A lot of what’s being sold as “AI SEO” is just SEO with a new label, and some of it is busywork Google has now directly said does not matter.
The Real Shift Is Content Quality
The bigger change is not that businesses need to chase a new algorithm. It’s that generic content has even less room to hide. Google’s guide puts a heavy emphasis on creating valuable, non-commodity content, which means content with a real point of view, firsthand experience, useful examples, and information your audience can’t get from any other website saying the same basic thing.
Google specifically warns against recycling what already exists online or publishing content that a generative AI tool could easily produce. For a business, that means a basic “5 Tips for Choosing a Contractor” post probably is not enough. A better piece of content might explain what your team looks for during a site visit, which project issues create the biggest delays, or what questions customers should ask before signing a contract.
That kind of content is harder to fake because it comes from actual experience. It’s also where AI search raises the bar. It rewards the work businesses should have been doing anyway: answering real customer questions, showing expertise, making pages easier to understand, and giving Google something worth citing.
Stop Chasing Acronyms. Start Improving the Website.
There is no magic AI search playbook hiding behind a new acronym. Businesses that want to show up in AI-powered search results should focus on the same core areas that have always separated strong sites from weak ones.
- Make sure important pages can be crawled and indexed
- Clean up thin or repetitive content
- Write from real expertise
- Organize pages so people can actually use them
- Add helpful visuals when they make the content stronger
AI search did not make SEO obsolete. It made weak SEO easier to spot. So no, you probably don’t need to panic-buy an AEO strategy. You need a better website, better content, and a clearer reason for Google to trust what you have to say.
05/19: LinkedIn’s Algorithm Is Punishing the Old B2B Playbook
The standard B2B LinkedIn routine has been pretty predictable. You publish a blog post, share the link from the company page, maybe ask people to comment if they agree, and measure success by likes, clicks, and impressions. Plenty of companies still run that same playbook today.
The problem is that LinkedIn has moved on. Recent 2026 algorithm analysis from Digital Applied, DSMN8, Whitehat SEO, and other LinkedIn-focused sources points to the same larger shift: LinkedIn is rewarding content that keeps people engaged inside the platform and penalizing tactics that feel like shortcuts. External links, engagement bait, generic company updates, and copy-paste employee posts are all becoming weaker ways to earn reach.
For B2B companies, this is more than a small platform tweak. LinkedIn is changing what gets seen and who gets trusted, which means the old habit of pushing brand content from the company page is starting to work against the companies still relying on it.
LinkedIn Is Rewarding Attention, Not Quick Clicks
LinkedIn used to be easier to game. If a post got enough early reactions, it had a better chance of spreading. That encouraged a lot of shallow content: quick polls, vague questions, “comment YES” prompts, and posts written mainly to trigger activity instead of saying anything useful.
The newer version of LinkedIn’s algorithm appears to care much more about whether people actually spend time with content. Several 2026 analyses describe a shift toward what is often called a “Depth Score,” which looks beyond likes and quick clicks. LinkedIn wants to know whether someone paused, read, saved, shared, or left a thoughtful comment because the post was genuinely useful.
That means the easy engagement tricks are losing value. A dozen one-word comments may look active, but they do not signal the same level of quality as a discussion where people are adding context, asking follow-up questions, or sharing the post privately with someone who might care. LinkedIn is trying to separate real interest from manufactured activity, which means brands need to stop writing posts like they are trying to trick the feed.
External Links Are Getting in the Way
The classic company-page post usually has one job: send people somewhere else. That might be a blog post, landing page, press release, webinar registration page, or case study. The content may be useful, but from LinkedIn’s perspective, the post is asking users to leave the platform.
That creates a problem for organic reach. Reports suggest that posts with off-platform links are seeing reduced distribution, especially when the link is the main value of the post. LinkedIn wants people to stay in the feed longer, so native content has a better chance of earning attention. That does not mean links are useless, but it does mean the link can no longer do all the work.
A stronger approach is to turn the best part of the asset into a complete LinkedIn post first. Instead of posting “Check out our latest blog,” a company can share the main takeaway, a useful chart, a short point of view, or a practical lesson from the article. The link can still exist, but the post itself needs to deliver value before asking for a click.
Company Pages Are No Longer the Whole LinkedIn Strategy
Company pages help prospects validate your business and give people a place to understand what you do. They are not, however, where most organic visibility seems to be happening anymore.
Recent reports point to a major imbalance between company-page reach and personal-profile reach. Even when the exact numbers vary by source, the pattern is clear enough: LinkedIn is giving more visibility to real people than brand logos. That creates a challenge for B2B companies that rely on the company page to carry the full content strategy.
A founder’s take on an industry shift or a subject matter expert’s practical lesson from the field can feel much more useful than a polished company update that sounds like it went through three approval layers. That does not mean every employee needs to become a LinkedIn influencer, but companies need a better way to help their experts share what they know in a way that actually sounds like them.
This is especially important for B2B companies with longer sales cycles. Buyers may not be ready to fill out a form the first time they see your post, but they may start recognizing your team’s perspective over time. That kind of trust rarely comes from a logo posting a link and hoping the algorithm does the rest.
What B2B Companies Should Do Now
The fix is not to abandon LinkedIn or stop sharing content from your website. The better move is to rethink how LinkedIn fits into the broader content strategy. Blog posts, case studies, webinars, and guides can still fuel your LinkedIn presence, but they need to be repackaged for the feed instead of dropped in as links.
A stronger LinkedIn strategy should focus on a few practical shifts:
- Turn blog posts into native insights before sharing the link.
- Use company pages for credibility, but build reach through personal profiles.
- Replace engagement bait with better questions and stronger points of view.
- Track saves, comments, shares, and profile-driven conversations instead of only likes.
- Give internal experts a repeatable way to contribute without making content creation feel like a second job.
These changes are not about chasing the algorithm for the sake of it. They are about matching the way LinkedIn now rewards content. If the platform is prioritizing depth, discussion, and trusted individual voices, then B2B companies need to build around those signals.
The Lazy Version of LinkedIn Stopped Working
LinkedIn still has plenty of value for B2B companies, but the old “post the blog link on the company page” strategy is no longer enough. In some cases, it may actively hold organic reach back. The companies adapting fastest are the ones treating LinkedIn as a place to share expertise, not just distribute links.
If your LinkedIn reach is slipping, the issue may not be that your audience disappeared. Your strategy may still be built for a version of the platform that no longer exists. The brands that adjust now will have a better chance of staying visible as LinkedIn continues to reward useful, human content over link drops and empty engagement.
05/21: Google’s Biggest Search Redesign in 25 Years Means Fewer Clicks for Websites
Google has had a busy week in search, and marketers should be paying attention. Earlier this week, the company released its first official guidance on optimizing websites for AI-powered search features like AI Overviews and AI Mode. Then Google followed that guidance with a much bigger announcement at I/O 2026.
The company introduced what it described as the biggest redesign of Search in more than 25 years, moving the experience further away from a simple search bar and closer to an AI-powered interface built around Gemini. Users will be able to ask more complex questions, interact with AI-generated tools, create mini-apps in natural language, and rely on information agents that monitor the web for them.
Google Search Is Becoming More Self-Contained
For years, Google Search followed a pretty familiar pattern. Someone typed in a question, scanned the results, clicked a link, and landed on a website that hopefully gave them what they needed. That path still exists, but Google’s latest redesign makes it clear the company wants more of the experience to happen inside Google itself.
AI Mode gives users a more conversational way to explore a topic. Generative UI can build custom tools or interactive experiences based on what someone asks. Information agents can monitor the web in the background and surface updates when something changes. For users, that's convenient, but for businesses that rely on organic traffic, it creates a real challenge.
More Search Activity May Not Mean More Website Traffic
AI Overviews now reach 2.5 billion monthly users, and AI Mode has crossed 1 billion monthly users. AI-powered search is quickly becoming part of the normal Google experience.
That changes how businesses should think about organic search performance. More people may be searching, and your brand may still appear somewhere in the search experience, but website traffic can still drop anyway.
That feels backward because marketers have spent years connecting search demand with website visits. If more people searched for a topic and your site ranked well, you had a better chance of earning traffic. AI Overviews and AI Mode weaken that connection because Google can answer more questions directly on the results page.
This doesn't mean every search becomes zero-click. People will still visit websites when they need to compare vendors, request a quote, book an appointment, make a purchase, or dig deeper before making a decision. The bigger risk is that basic informational traffic will keep getting squeezed.
The Shift Is From Ranking to Being Referenced
Traditional SEO has often focused on earning the click. That still matters, especially for high-intent searches where someone is ready to take action. A strong ranking can still bring in qualified visitors, and a well-built page can still turn that visitor into a lead.
The new layer is visibility before the click. If Google is summarizing answers and comparing options inside Search, your business needs to earn enough trust to be included in that answer. That means content has to do more than target a keyword. It has to give Google something specific and credible to work with.
A strong service page should explain what the service includes and who it is right for. A useful FAQ should answer the questions your team actually hears from customers. A good blog post should share a real point of view instead of repeating the same surface-level advice already sitting on dozens of other websites.
What Businesses Should Do Next
If your website traffic strategy relies heavily on people clicking basic informational blog posts from Google, that model is under pressure. If your organic strategy is built around helpful service pages, strong local visibility, useful comparison content, and clear conversion paths, you are in a better position.
Start by looking at which organic pages actually drive qualified leads. Some traffic loss may not hurt much if it comes from broad searches that rarely turn into business. Traffic loss becomes a bigger issue when it affects pages that bring in serious prospects or support the buying process.
This is also a good time to strengthen the pages closest to revenue. Service pages, product pages, location pages, case studies, FAQs, and comparison content all deserve attention. These are the pages that help people understand whether your business is the right fit, and they give Google more reliable information to pull from when it builds AI-powered answers.
The Click Is No Longer the Whole Story
Organic visibility is changing, not disappearing. Businesses should still care about rankings and traffic, but those metrics no longer tell the full story. A brand can be visible in search without earning the same number of clicks it might have earned a few years ago. Strong SEO still gives your business the best chance of being found, trusted, and chosen, even when the first interaction happens directly inside Google.
