Blog
Everything here comes from work I actually did: audits, rebuilds, and measurement problems from live ad accounts, anonymized. No trend roundups, no filler.
Share of AI answers is the percentage of a defined set of buyer questions where your company appears in an AI-generated answer, measured against your competitors. It tracks whether answer engines name you when a buyer asks who to consider. Unlike traditional search visibility, it captures the shortlist that forms in conversational answers, where a […]
Read Full ArticleThe whole argument for checking before you cut, in one row. Most advice about negative keywords stops at the easy half: open the search terms report, find what spent money without converting, exclude it. That will find you real waste. On a badly measured account it will also talk you into deleting traffic that was […]
Read Full ArticleB2B PPC advice usually opens with campaign structure: keyword research, ad groups, bidding. Useful, eventually, but the wrong place to start, because none of it answers the question that decides whether the campaign is worth building in the first place: can this business afford what a lead actually costs on this channel. That question gets […]
Read Full ArticleB2B keyword strategy advice tends to stop at finding the right words: research volume, group by intent, assign a keyword to a page, track rankings. That gets you a list. It does not tell you whether the keywords on that list are actually producing customers, because the number you are using to judge them, the […]
Read Full ArticleAEO, GEO, and SEO are all now core pieces of your cohesive digital marketing strategy. Being able to understand the differences between them, including what they each want to achieve and how you can get there, is key to efficient and effective marketing.
Read Full ArticleMost B2B conversion rate optimization advice assumes you can run a real experiment: split the traffic, wait for a winner, ship it. In B2B lead generation, that assumption is usually wrong. Most B2B accounts do not get enough traffic to make an A/B test mean anything, and a test that never reaches statistical significance is […]
Read Full ArticleMost B2B SEO advice still runs on rankings and backlinks, because those are the things a report can show you. Position, referring domains, organic sessions: all real, all measurable, and all blind to the thing that is actually costing B2B companies deals right now. A growing share of B2B buyers get their answer from an […]
Read Full ArticleChatGPT's Reddit citations dropped sharply in August 2026. Run this concentration check to find single-platform risk in your AI visibility.
Read Full ArticleMost digital marketing for B2B advice reads like a menu: search, SEO, social, email, run them together for full coverage. That advice is written for a sales cycle measured in days. If your buyers take three to nine months to sign anything, running four channels at once just produces four sets of numbers you can’t […]
Read Full ArticleMost people run B2B LinkedIn ads for one reason: LinkedIn is the only place that knows what somebody does for a living. Company, industry, job function, seniority. Google does not have that. Meta does not have that. So LinkedIn becomes the default B2B channel almost by elimination, and the account gets built there even after […]
Read Full ArticleSEM was coined when there were two of these. The term never caught up. B2B search engine marketing is a twenty-five-year-old term describing a search engine that doesn’t work the way it used to. When Danny Sullivan coined the phrase in 2001, a search engine returned a page of organic listings with a few paid […]
Read Full ArticleThe internet’s favorite claim about Microsoft Ads is that it runs some fixed multiple cheaper than Google Ads. Three times cheaper shows up constantly, on agency blogs, on forums, even on pages of ours. I run both platforms for the same accounts, so before writing this I pulled 90 days of live campaign data instead […]
Read Full ArticleAn import can report success on every line and still record nothing. The tool works. That is what makes this expensive. You connect Google Ads to Microsoft Advertising, pick your campaigns, click import, and a few minutes later the campaigns are there. Same ad groups, same keywords, same ad copy. The status log says it […]
Read Full ArticleOne account, eight days, and the reason I stopped trusting the Conversions column. Google Ads call tracking counts five different things, and two of them count a click on a phone number instead of a phone call. If your account uses one of those methods, the Conversions column is telling you how many people reached […]
Read Full ArticleOff-page SEO strategy used to have one job: get other websites to mention or link to yours so Google trusts you more than the next result. It still does that job. What changed is that the same third-party mentions now do a second job nobody built them for. They are also the biggest single reason […]
Read Full ArticleThe shortlist forms in the answer, and nothing in your analytics records that you were left out. Your buyers have started asking AI assistants which company to use before they ever type a search into Google. The assistant answers with a shortlist of names. If your company is not on that shortlist, you are out […]
Read Full ArticleAI search readiness means your pages are reachable, readable, and recommendable by AI systems. Three gates fail in sequence. Fix them in order.
Read Full ArticleNo major AI lab uses llms.txt and Google says it's not needed for search, but it takes an hour. What the file is, what it isn't, and how to publish one.
Read Full ArticleFilter server logs for AI user agents and 404s, then respond with a redirect, build the page, return a 410, or leave a helpful 404. No blanket redirects.
Read Full ArticleFind failed AI crawl attempts in server logs, CDN security events, and status codes. The hardest to spot is the bot that never arrives.
Read Full ArticleJS-blind analytics can't see AI crawlers. Track them with Cloudflare AI Crawl Control, server logs, a logging plugin, or platform observability.
Read Full ArticleCheck which AI bots can access your site: read robots.txt as bots do, test URLs with curl, verify IPs, and check CDN rules that override robots.txt.
Read Full ArticleA landing page doesn’t get graded on how it looks. It gets graded on what shows up in the CRM a few weeks later, and those two verdicts disagree more often than anyone building a landing page wants to admit. You can build a page that hits every item on a landing page best practices […]
Read Full ArticleMost lists titled “SEO KPIs” are lists of diagnostics. Organic traffic, keyword rankings, click-through rate, bounce rate, backlinks, page speed: useful numbers, all of them, and not one is a KPI. A key performance indicator, by the KPI Institute’s definition, is “a critical, quantifiable measure of progress toward a desired result.” A diagnostic tells you […]
Read Full ArticleB2B blog strategy advice almost always begins at the editorial calendar: pick topics, set a cadence, assign writers, publish on schedule. None of that matters if search engines cannot see the content you already have. I found this out running an audit for a client, not writing a blog post about it. The client is […]
Read Full ArticleA remarkable share of B2B buyer personas get written without a single piece of evidence. Someone in a workshop decides that “Marketing Mary” is 35 to 44, checks LinkedIn on her commute, and cares about “efficiency.” Nobody asked Mary. Nobody looked at what she actually typed into Google before she found the company, or what […]
Read Full ArticleThe standard B2B customer journey deliverable is a diagram: awareness, consideration, decision, three boxes and two arrows. Everything on it is accurate enough, and none of it helps you decide anything. I’ve drawn that diagram for clients. It photographs well in a slide deck. It has never once told me where a deal actually got […]
Read Full ArticleA B2B user story is only as good as the behavior it’s built on. Most of the ones I see are built on a guess: someone on the marketing team imagines what a buyer wants, writes it up in the standard format, and ships it as research. It reads fine, and it’s still fiction wearing […]
Read Full ArticleMost advice on B2B testimonials pushes for maximum specificity: full name, headshot, job title, company logo, a hard number in the first sentence. That advice is right about persuasion. A testimonial with a name and a face converts better than one without, and 74% of buyers use reviews to inform their purchase decisions, according to […]
Read Full ArticleMost guides to local SEO for small businesses read like a shopping list: claim your Google Business Profile, get reviews, build citations, write local content, run some ads. Every item on that list is real work. None of it tells you what to do first, and for a business owner with a few hours a […]
Read Full ArticleUser experience and SEO get talked about as if they’re the same job wearing two different name tags. They aren’t. SEO is about whether Google decides your page deserves to show up for a given search. User experience is about what happens after someone lands on it. The overlap between the two is real, but […]
Read Full ArticleMost B2B email marketing advice is about the wrong ten minutes of a lead’s life. It covers subject lines, send times, and open rates for the campaign that goes out after someone converts. It says almost nothing about the window right after they submit the form, which is the part that actually decides whether the […]
Read Full ArticleAlmost everything written about B2B marketing channels is a taxonomy: nine channels, a paragraph of pros and cons on each, a closing line telling you to diversify. That answers a question nobody asked. The question a marketing budget actually has to answer is which channels produce customers for this specific business, and a list of […]
Read Full ArticleI don’t have a client video campaign to show you. I’ve run plenty of paid media for manufacturers and technical companies, and none of it has been video. So there’s no case study here. What I can stand behind without one is the measurement side of B2B video marketing, and specifically the gap between what […]
Read Full ArticleMost B2B growth marketing advice is a list of things to add: a new channel, a new automation sequence, an account-based marketing motion, a content calendar. Add enough of them and growth is supposed to follow. The highest-return work I’ve found doing this is almost never on that list. It’s finding a constraint inside a […]
Read Full ArticleInbound marketing made one promise: publish something genuinely useful and buyers find you on their own, instead of you interrupting them with a cold call or a bought list. That promise is still correct. What’s changed is the page it was built on top of. Inbound assumed a search results page. You wrote the guide, […]
Read Full ArticleMost explanations of B2B vs B2C marketing start with the same list: B2B has longer sales cycles, more decision-makers, higher-value deals. B2C is faster, more emotional, driven by impulse. All of that is true, and none of it is the difference that should change how you run a marketing program. The difference that actually matters […]
Read Full Article“B2B marketing trends” posts share a scoring problem: they predict, and nobody ever comes back to check. Somebody writes “video will keep growing” and “AI will personalize everything,” a year passes, and neither sentence gets held to account. I’m not going to do that here. Instead, here’s a narrower question: what actually changed in the […]
Read Full ArticleMost “local SEO strategy” content is a checklist: claim your profile, get reviews, build citations, repeat. The people actually searching for this term are asking a different question. Look at what they type into Google: “analyze local SEO,” “adjusting strategies based on local SEO data,” “local SEO process,” “developing a local SEO strategy.” Those are […]
Read Full ArticleLocal SEO keyword research has a habit of starting in the wrong tool. Someone opens Semrush or Keyword Planner, types in a service, and writes down the volume number the tool shows. That number is very often not measuring what the business owner thinks it’s measuring, and building a keyword list on top of it […]
Read Full ArticleGoogle Business Profile optimization gets treated like a content calendar problem. Post more, add more photos, answer reviews faster. Some of that helps. None of it is where the real leverage sits, and the platform has changed enough in the last two years that a good chunk of the standard advice online is now describing […]
Read Full ArticleMost lists of bad SEO examples lead with keyword stuffing and paid backlinks. Skip those. Nobody running a real account does either anymore, because Google’s spam systems caught up to both years ago. The bad SEO I actually find, auditing live client sites in 2026, is advice that used to be correct, delivered with total […]
Read Full ArticleIs your website blocking AI crawlers? The check takes a minute, robots.txt won't show you the real problem, and Cloudflare's defaults change September 15.
Read Full ArticleChrome's agentic browsing audit is smaller than the guides claim, and the llms.txt advice is backwards. What it really checks, tested, and what to fix first.
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