Author: Awais
For 20 years, the web has run on a simple trade: publish content that meets a person’s needs, rank in search, earn traffic, then monetize that traffic through products, services, affiliate referrals, or ads. Zero-click answers and AI search are rewriting that relationship. The new question is whether AI will cite you as a source — and whether that visibility can turn into revenue. To understand who gets included and who gets routed around, I ran over 200 AI visibility audits across 10 industries. The pattern was consistent: Most sites are easy to parse, but hard to justify citing. And…
Artificial intelligence (AI) is rewriting the playbook of so much of our lives — how we interact, how we learn, how we complete daily tasks, and sometimes even what we eat for dinner. So, of course, AI and the future of SEO are no different.
Structured data helped machines interpret pages. It reduced ambiguity. It made entities and attributes legible to crawlers that were otherwise guessing. Agents change the job because they do not just interpret pages. They decide, summarize, recommend, and sometimes execute. That means they need more than “this page is about X.” They need “this is the official truth about X, it is current, and you can verify it.” That is the gap most teams have not addressed yet. Image Credit: Duane Forrester If you are a technical SEO, you’ve already done the hard part of this job in other forms. You’ve…
After digging into millions of posts sent through Buffer, we’ve pinpointed the best time to post on all major social platforms for maximum engagement — LinkedIn included.And our latest data is a testament to LinkedIn’s ongoing evolution from job search tool to social network. In 2025, peak time slots were confined almost exclusively to working hours, dropping off pretty sharply at 5 p.m. In 2026, we’ve seen those peak times shifted later in the day, mimicking what we’re seeing on other social platforms like Instagram and TikTok.Late afternoon and evening hours are now the sweet spot for LinkedIn engagement.While LinkedIn…
[Submitted on 26 Sep 2025 (v1), last revised 4 Mar 2026 (this version, v2)] View a PDF of the paper titled Benchmarking MLLM-based Web Understanding: Reasoning, Robustness and Safety, by Junliang Liu and Jingyu Xiao and Wenxin Tang and Zhixian Wang and Zipeng Xie and Wenxuan Wang and Minrui Zhang and Shuanghe Yu View PDF HTML (experimental) Abstract:Multimodal large language models (MLLMs) are increasingly deployed as the core reasoning engine for web-facing systems, powering GUI agents and front-end automation that must interpret page structure, select actionable widgets, and execute multi-step interactions reliably. However, existing benchmarks largely emphasize visual perception or…
When I first joined Zapier as an executive assistant (EA), my success was measured by how invisible I could make the natural chaos of a fast-growing startup. If the calendars ran like clockwork, the inbox never spilled over, and the hundred tiny details of the week magically held together, that meant I was doing my job.EA work has always required precision. You learn to anticipate needs before they surface, catch the small signals no one else sees, and operate just ahead of the avalanche. And for a long time, I thought this was the gold standard: be fast, accurate, and…
dominating the AI debate right now: that AI is going to replace all of us, that jobs will disappear within 18 months, that the collapse of the labor market is inevitable. Some say it with alarm, others, with enthusiasm. But almost no one stops to look at the real data. This first episode in the series is not a blind defense of technological optimism, nor a rejection of pessimism. It’s an attempt to read reality as it is with its frictions, its limits, and its opportunities. There’s a line from Friedrich Hayek that captures the spirit of this analysis: Nobody…
Every once in a while, a product launch doubles as a marketing masterclass. Recently, Selena Gomez’s Rare Beauty released a new fragrance, and it wasn’t just the scent that captured attention. It was the bottle. Designed with accessibility in mind, the easy-to-use packaging quickly became the story, sparking conversations and praise from accessibility advocates and consumers alike. The takeaway for marketers is hard to miss. An inclusive design decision became the campaign itself, delivering more cultural impact than any ad spend could buy. And the lesson for marketers is equally clear: accessibility drives loyalty, enhances brand reputation, ensures compliance, and…
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Digital marketing usually gets discussed as one bucket in companies. It shows up in planning decks as a single line item, even though what sits underneath it is far more nuanced. SEO and PPC both live inside that bucket, but they don’t behave the same way once you start making real business decisions around them. One requires patience and structural consistency. The other gives you speed and control, but only as long as you’re actively fueling it. They respond differently to competition. They scale differently. They also fail differently. That’s where the conversation tends to get oversimplified. The question isn’t…