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Practical guides on AI, automation, and getting more out of your marketing workflow.
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Marketing Analyst Salary in 2026: What You'll Really Earn
You're the type of person who wants the real number before you commit two years to a career path, not a vague "competitive salary" range buried in a job posting. Fair. Most salary guides recycle the same aggregate figure regardless of whether you're entry-level in a small agency or three years into a SaaS analytics role — numbers that are technically true and practically useless. So here's what marketing analysts actually earn, broken down by the variables that change the number: level, specialization, and one skill that's quietly worth more than the others right now.
Martin J.CompareAug 17, 2026SaaS SEO Strategy: The Full Playbook for Software Companies in 2026
Your SaaS product doesn't sell the way a shoe store or a law firm does, so why does every SEO guide you find treat it like one? You've read the generic advice — keyword research, backlinks, technical audits — and none of it addresses the actual shape of your funnel: long evaluation cycles, feature comparisons, a free trial someone has to actually activate. SaaS SEO isn't a variant of regular SEO with a different logo. It runs on a different content pyramid entirely, and most teams build the wrong one first.
Martin J.CompareAug 17, 20268 Best AI Writing Tools in 2026: Tested for Marketing Teams
You have four browser tabs open right now — ChatGPT, Jasper's trial, a Copy.ai demo, and a Reddit thread arguing about which one is "actually good." You are the type of marketer who tests things properly before committing a team budget to them. That is exactly why this decision is taking longer than it should. Every tool claims the same three things: faster drafts, on-brand voice, SEO-ready output. Most deliver one of the three, occasionally two. Which one you need depends on a question most roundups never actually answer: what does your team do with the draft after it is written?
Martin J.CompareAug 13, 2026GPT-5.5 and SEO: How OpenAI's Latest Model Changed AI Citations for Marketers
Here's something almost nobody in your position noticed happening: OpenAI swapped GPT-5.5 in as ChatGPT's default model in late May, and somewhere in that transition, the rules for which brands get mentioned in an answer quietly changed. Two independent research teams went looking for what actually shifted — one tracked 3.8 million real ChatGPT responses around the switch date, the other ran controlled tests to find the exact mechanism behind it. What they found split the internet into brands that gained ground and brands that vanished from view, and the split wasn't random. Have you actually checked which side of that line you landed on? A lot of the AI-visibility playbooks floating around right now are still built for a version of ChatGPT that quietly stopped existing months ago.
Martin J.SEOAug 8, 2026
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Does Schema Markup Help AI Visibility? An 1,885-Page Study Says Not How You Think
You added schema markup to twenty pages this quarter because someone told you it would get you cited in AI Overviews. Did it actually work? Ahrefs ran the largest controlled test on this — and the answer isn't what most SEO advice prepared you for.
Martin J.CompareAug 8, 2026How to Track LLM Traffic in GA4 (And What You're Missing Without It)
A significant portion of your GA4 "direct / (none)" traffic isn't direct at all — it's ChatGPT, Perplexity, and Claude, quietly misclassified. The question isn't whether LLM traffic is reaching your site — it almost certainly is. Are you measuring it?
Martin J.CompareAug 3, 2026Keyword Research for AEO: Find Keywords AI Actually Cites
You've spent years building a keyword research process that actually works. Search volume, keyword difficulty, competition analysis — you know the playbook cold. But there's a shift happening that your current process isn't accounting for: your most carefully chosen keywords are increasingly being answered by AI before anyone clicks through to your site. Google AI Overviews now appear on roughly 60% of US searches in 2026. When they do, the number-one organic result loses approximately 58% of its clicks, and the zero-click rate jumps to 83%. Your rankings haven't moved — but what does 'ranking first' actually mean when most searchers never reach your page? So which keywords are worth targeting when AI is now the primary answer engine for informational queries? Keyword research for AEO requires a fundamentally different starting point — and most guides covering this topic still haven't caught up.
Martin J.CompareJul 30, 2026AI Agent Monitoring: How to Track Your Marketing AI Agents
Your AI agents are running — but are you actually watching them? Configure them carefully and the initial outputs will look fine. Within days, you stop checking. That's not a workflow gap. That's when brand voice starts drifting. AI agent monitoring for marketing isn't the same thing as what your DevOps team does — and the developer tools that dominate this space are completely silent on the failure modes that actually hurt marketing teams. Brand drift, hallucinated statistics, budget overruns that don't trigger an error log — these are marketing problems, not infrastructure problems. The teams that scale AI agents sustainably are the ones that solve the monitoring question before they discover why it matters.
Martin J.CompareJul 30, 2026
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