top of page


ChatGPT Tracking Failure Exposes AI Traffic Attribution Risks
WSI - October 20, 2026 Summary The Bigger Challenge of AI Traffic Attribution Starting around October 8 to 9, as GPT-6 and its new Intelligent UI format rolled out, many ChatGPT links reached websites without the utm_source=chatgpt.com tag or any referrer data. Analytics filed those visits as direct, so ChatGPT referrals appeared to collapse. Adobe’s Cedric Huesler studied about 500 pages and found ChatGPT visits down roughly 31,000 a day and direct visits up roughly 26,000 a

Heidi Schwende
19 hours ago8 min read


Revenue Fell Short of Plan. Which Sales Pipeline Metric Explains Why?
WSI - September 29, 2026 Look at deal count, deal value, timing, stage conversion, sales capacity, and customer mix in sequence to find where the result changed. Summary When new-business revenue falls short of plan, several metrics may look concerning at once. Inquiry volume, stage conversion, proposal age, win rate, and average deal value describe different parts of the result. The best starting point is to identify which measure changed first, for which group of opportunit

Heidi Schwende
Sep 298 min read


When AI Deployment Agents Act on Bad Data, Who Can Trust the Pipeline?
WSI - September 28 2026 When customer data and conversion tracking are already shaky, another layer of automation makes both the experience and the reporting harder to trust. Summary A growing share of B2B go-to-market teams let AI agents act on customer records without a clear view of what those agents are doing. When agents work from inconsistent data and unreliable conversion tracking, prospects get duplicate outreach and reports lose their link to revenue. Teams that sett

Heidi Schwende
Sep 2810 min read


What Capacity Data Shows About a Falling Qualification-to-Opportunity Rate
WSI - September 16, 2026 Summary: A falling qualification-to-opportunity rate usually gets read as a lead-quality or targeting problem. Data from Gong, Gartner, and Demandbase Labs points to a more common cause: qualified volume outpacing what sales can actually work in a given period. That capacity gap, not weaker leads, is often what pushes the rate down, and it doesn't appear to hurt win rate downstream. Why it matters: A falling rate can trigger the wrong fix. Tightening

Heidi Schwende
Sep 167 min read


How to Get Closer to AI Overview Revenue Proof
WSI - August 7, 2026 Summary: Google shipped a new Search Console report on June 3 that finally shows how often your brand shows up in AI Overviews. It still doesn't show clicks or sales, and neither does any other AI platform for citations you didn't pay for. Two low-lift methods close part of that gap right now: capturing the hidden link marker Google sometimes attaches to AI Overview clicks, and adding an AI option to your existing "how did you hear about us" question. Nei

Heidi Schwende
Aug 710 min read


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
Jul 66 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


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


PR Without Measurement Is Wasted Budget
Earned media was never just about awareness. Here's how to turn coverage into pipeline. Most mid-market businesses treat PR like a feel-good expense. You land a story, share it on LinkedIn, clip it for the quarterly report, and move on. Leadership nods. Nobody asks what it generated. Nobody asks because nobody knows how to find out. That's not a PR problem. That's a measurement problem. And it's costing you. 67% of CMOs say PR directly influences revenue growth over a three-y

Heidi Schwende
Apr 17 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


Your AI Strategy Fails Without Data and Context
Everyone wants AI agents. The boardroom conversations have shifted from "should we do AI" to "how fast can we deploy agents." And yet most of these projects are going to fail. Not because the technology isn't ready. Because the data isn't. Gartner predicts that 60% of AI projects will be abandoned by 2026 due to a lack of AI-ready data. We're not talking about pilot programs that didn't quite hit their metrics. We're talking about complete abandonment. The gap between AI ambi

Heidi Schwende
Feb 55 min read


Your SEO Dashboard Is Lying to You: The AI Traffic You Can't See
How to Actually Measure AI Search Visibility When Your SEO Dashboard Stops Telling the Whole Story Earlier this week I wrote about where AI search is headed in 2026. I ended with this promise: "Next up: How to actually measure AI visibility when your SEO dashboard stops telling the whole story." Here's what's actually happening in most marketing departments right now: Traffic is down. Rankings look... okay-ish. Your SEO team is doing all the right things. But something feels

Heidi Schwende
Nov 28, 202511 min read


Where AI Search Is Actually Headed in 2026
What the First Real AEO Benchmarks Tell Us Conductor just released the first comprehensive Answer Engine Optimization benchmarking study—13,770 domains across 10 industries, analyzing 3.3 billion sessions and over 100 million AI citations. And here's what the data is screaming at us: We're not preparing for a 2026 problem. We're already in it. Most brands just haven't looked at the numbers yet. Gartner predicts traditional search engine volume will drop 25% by 2026 due to AI

Heidi Schwende
Nov 26, 20259 min read


Adobe Buying Semrush: Let's Talk About What This Really Means
Adobe announced they're acquiring Semrush for $1.9 billion. If you're using Semrush daily for keyword research, site audits, or competitive intel, you need to understand what typically happens when enterprise software giants acquire the nimble tools you rely on—not because of fear-mongering, but because there are predictable patterns here. Cut Through The Noise The official line is that this deal is about "brand visibility in an agentic AI era." Adobe's president warns that b

Heidi Schwende
Nov 19, 20256 min read


AI Can't Personalize Chaos: Why The Data Governance Problem Is Killing Marketing ROI
Let me start with something most consultants won't tell you: 65% of contact information from online forms is wrong. And 57% of marketers are getting bad outcomes because they're misreading their data. So when someone promises you AI-powered personalization that actually works, here's what they're not saying: AI can't personalize chaos. It just makes the chaos faster and more expensive. This Is The Same Problem I Keep Seeing A while back, I told you AI won't fix your broken ma

Heidi Schwende
Nov 18, 20254 min read


Understanding GA4 by Comparing it with Universal Analytics
It’s been several months since Google released its new analytics platform Google Analytics 4 (GA4). You might be wondering what the...

Heidi Schwende
Mar 10, 20222 min read
bottom of page
