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Marketing Data Has to Earn Trust Before It Drives a Decision
Marketing teams have solved the visibility problem. Most now agree on which metrics matter. What's still unresolved is what happens the moment a number arrives, because without an agreement made in advance, every result becomes a fresh argument. Two real client engagements, a luxury vacation rental company and a home organization systems company, show what changes when a number has to earn trust before it gets acted on, rather than after.

Heidi Schwende
4 days ago6 min read


Companies Growing Fastest Don't Have Better Data. They Use Search Data To Drive Business Growth.
WSI June 23 2026 Most Companies Measure Search. The Best Ones Use It To Drive Growth. Every mid-market business I work with is sitting on top of more buyer intelligence than any market research firm could produce on demand. Search data. Query trends. Content gaps. Competitive visibility shifts. Real signals from real people actively trying to solve real problems, collected in real time, at scale, for free. And almost none of it makes it into a decision to drive growth. Not be

Heidi Schwende
Jun 2310 min read


Google's Pre-Query Personalization Is Deciding Who Sees Your Business Before They Search
Search has always been reactive. Someone had a need, they typed it, you showed up or you didn't. That model isn't dead. But it's no longer the whole game, and for a growing slice of buyers, it's not even where the game starts. Google is building a profile of each user before they open a search bar. This is what the industry is starting to call pre-query personalization, and it changes the problem marketers are solving for. It connects Gemini to Gmail, Google Calendar, Google

Heidi Schwende
Jun 197 min read


Why AI Breaks Faster in Companies That Don't Share a Unique ICP Definition
Before you adopt AI, do sales and marketing agree on what a customer looks like? Don't go into the executive team meeting if you don't! Your company has invested in AI. Probably more than once. Marketing bought a tool. Sales bought a tool. Maybe the CEO approved a platform that was supposed to connect them. You ran the demos. You onboarded the teams. You told the board you were moving fast on AI. Here's the question nobody asked in that meeting: do sales and marketing agree o

Heidi Schwende
Jun 167 min read


Your Rankings Haven't Changed. Your Search Visibility Has.
The tracking is live. The attribution is catching up. I've written before about zero-click search, about AI intercepting the buyer journey before anyone reaches a website, and about what that's doing to paid search performance. This is the next part of that conversation. Our engineering team started seeing a pattern across client accounts that didn't have a clean explanation. Organic rankings were solid. Nothing had shifted in terms of position. But traffic from specific quer

Heidi Schwende
Apr 225 min read


What Changed Again in Paid Search
While Everyone Is Still Debating AI A few months ago I wrote about how AI was intercepting buyers before they ever clicked an ad, how CPCs were rising, CTRs were falling, and the real problem wasn't your campaigns. It was where the decision was already being made. That holds. But the story moved faster than most people expected. Three things happened between January and April of this year that changed the day-to-day reality for anyone running paid search. ChatGPT ads launched

Heidi Schwende
Apr 206 min read


GenAI Tool, AI Agent, Agentic AI: What's the Difference
Everyone's talking about AI. Not everyone's talking about the same thing. That distinction is becoming expensive for businesses that assume all AI is interchangeable. GenAI tools, AI agents, and agentic AI aren't three names for the same technology. They're three fundamentally different operating models with different capabilities, different limitations, and very different requirements to deploy well. Understanding where each one starts and stops is the difference between usi

Heidi Schwende
Apr 177 min read


The Advertising Skill Set Built Over 20 Years Is Being Automated. The Shift Isn’t Optional
The voluntary migration window is open but closes when automatic upgrades begin in September This isn't a Google product update. It's a structural shift in how paid search works, and both major platforms are executing it on roughly the same timeline. Google announced this week that starting in September, it will stop allowing advertisers to create new Dynamic Search Ad campaigns. Existing DSA, automatically created asset, and campaign-level broad match campaigns will be autom

Heidi Schwende
Apr 165 min read


Google's Sundar Pichai Says Search Is Becoming an Agent Manager
Here's the Road From Here to There Sundar Pichai was asked last week whether search would exist in ten years. His answer: "Search would be an agent manager, in which you're doing a lot of things." That's not just a prediction, it's pretty much a product roadmap. If you're running marketing for a mid-market business, the question worth asking isn't whether that future arrives, it's what your business needs to look like at each stop along the way. Because there are stops. This

Heidi Schwende
Apr 104 min read


Using AI Isn’t the Same as Getting Value From It
AI access is no longer the issue Most organizations are already there. Tools are in place. Teams are experimenting. Research shows that 78% of organizations are using AI in at least one business function, and 75% of knowledge workers report using AI at work. That sounds like progress. But when you look at how the business actually operates, something doesn’t line up. Because despite that level of adoption, more than 80% of organizations are not seeing a meaningful financial i

Heidi Schwende
Apr 85 min read


The First Buyer in Your Funnel Isn't Human Anymore
There's a new evaluation happening before your prospect ever lands on your website. An AI tool has already compared you to three competitors, noted that your product descriptions lack specificity, and flagged that you don't show up in structured data feeds. And it may have recommended someone else. That's not a future scenario. That's what's happening right now, and the research is catching up to what a lot of us in performance marketing have been watching build for over a ye

Heidi Schwende
Mar 2410 min read


Last-Click Attribution Is a Lie You're Telling Your CFO
Google just released research that confirms what most mid-market companies are getting wrong about paid media measurement. The answer isn't more data. It's better causality. There's a conversation that happens in boardrooms across North America every quarter. Marketing presents a stack of dashboard screenshots. The CFO looks at the numbers, nods, and then quietly redirects budget somewhere else. Not because the marketing isn't working. Because no one can prove that it is. Tha

Heidi Schwende
Mar 209 min read


Most AI Guidance is Wrong and it’s Quietly Creating Risk
The gap isn’t AI adoption. It’s the quality of guidance behind it. AI has moved from experiment to operational reality for most businesses. The question for owners and executives is no longer whether to engage with it. It's whether the person you're paying to guide you actually knows what they're doing. That distinction is where a lot of organizations are getting into trouble. The Competitive Gap Is Already Opening The numbers on this are not subtle: 71% of C-suite executives

Heidi Schwende
Mar 196 min read


You're optimizing a funnel buyers no longer use
There are now 15,384 martech solutions in the market. Up 9% year over year. That number should give every CMO pause, not because there are too many tools to evaluate, but because the entire premise those tools were built on is crumbling. Your martech stack was designed around a simple assumption: that buyers would discover your brand, visit your website, click through your content, and move through a funnel you controlled. Every platform you bought, including your CRM, your M

Heidi Schwende
Mar 159 min read


Most Companies Misunderstand the Difference Between Chatbots and Conversational AI
Why the distinction matters more than most organizations realize For most customers, the experience is familiar. You open a company’s website looking for help. A chat window appears in the corner of the screen. You type a question and wait for a response. Sometimes the answer comes quickly and solves the problem. Other times the conversation goes in circles, leaving you frustrated and searching for a way to reach a real person. What most people don’t realize is that these exp

Heidi Schwende
Mar 116 min read


AI Didn't Disrupt Product Search. It Repackaged It.
A new study just confirmed what the infrastructure has been hinting at for months. ChatGPT isn't discovering products through some proprietary AI reasoning engine. For its shopping carousel, it's pulling almost entirely from Google Shopping organic results. Eighty-three percent of carousel products traced back to Google's top 40 organic listings. Bing accounted for 11%. And of those Bing matches, only 70 products across the entire 43,000-product dataset were exclusive to Bing

Heidi Schwende
Mar 78 min read


They're Calling It Elastic Marketing
We've Been Doing It for 15 Years. The marketing industry loves a rebrand. Give an old idea a new name, write a few white papers, and watch the conference circuit pick it up like it just fell from the sky. Elastic marketing is the latest example. I've been reading the 2025 and 2026 takes on this concept with a mixture of amusement and mild irritation. Not because the idea is wrong. It's not. The model is solid and it works. I know it works because we've been running this way f

Heidi Schwende
Mar 57 min read


The AI Sent Them to You. Now What?
An AI agent just recommended your business to someone who asked ChatGPT, Perplexity, or Google AI Mode for a solution you provide. That person clicked through, landed on your site, and had a question. No one on your team was available. The AI Assistant on your website gave a slow, generic response that did not actually answer what they asked. You won the recommendation. You lost the lead. This is the new reality of digital marketing, and it is playing out constantly for busin

Heidi Schwende
Feb 257 min read


You're Paying to Acquire Customers You're Training to Leave.
Most mid-market companies I work with are spending serious money on paid search, SEO, content, and social ads. They're tracking cost per lead, conversion rates, and pipeline attribution down to the penny. And they're losing customers out the back door because nobody is watching what happens after the sale. This is not a customer service article. This is a marketing ROI article. Because if your post-sale experience is broken, you are paying to fill a leaky bucket. And no amoun

Heidi Schwende
Feb 2211 min read


Your Prospects Are Researching You With AI Right Now
What Are They Finding? Here's something nobody in digital marketing wants to say out loud: the question is no longer whether AI has changed how your customers find you. That ship has sailed. The question is whether your business shows up in those AI conversations at all, and if it does, whether it shows up accurately. Right now, someone is asking ChatGPT, Perplexity, or Google's AI about a problem your business solves. AI is giving them an answer. The answer either includes y

Heidi Schwende
Feb 1913 min read
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