Metadata‑Driven MRR Schedules Unlock Revenue Intelligence
As I was building my MRR analysis feature, I realized that there is much more power in our MRR schedule than we realize. With the correct metadata, we have a revenue intelligence engine that will provide more insight for our sales and marketing teams. The report below should be simple and automated, yet many SaaS operators still struggle to create accurate MRR and retention schedules. AI can't help you there. It still comes back to clean invoice data and a good data structure. But the power is in the metadata. This is not something new, either. We must attach firmographic data points to our customer ID's to enrich the analysis. Overlay AI on top of accurate MRR schedules and segmentation and you unlock insights and revenue upside. For example, you can calculate: - revenue durability (coming soon to my app) - dormant expansion opportunity - high-performing vs. low-performing segments - ACV analysis within segments for upsell opps I'm about to launch these features at https://lnkd.in/giyMftN6 . I've always said treat your MRR schedule like gold. Now, you can unlock more gold from your MRR data. #SaaS
Cumulative Ratings Buffer Negatives, Incremental Highlight Them
The same ratings look better or worse, depending on the format they are presented in. Researchers find: “Cumulative formats tend to buffer negative feedback, making poor scores appear less severe. This can help reduce customer churn and maintain trust in...
Early Bets Win; Amazon’s Late Entry Costs Billions
Early positioning beats late capital every time. Amazon just invested $50 billion in OpenAI for 6 percent ownership and distribution rights. Microsoft invested $13.8 billion starting in 2019 and owns 23.5 percent with exclusive IP, revenue sharing, and API control locked through...
Enterprise Focus Beats Freemium Hype, Drives $300M Growth
Vineet Jain's board: "Why aren't you doing freemium? Why are you swimming upstream?" Box and Dropbox were giving it away. Raising billions. He refused. Freemium is for consumers. Not enterprises. 2016: Gartner puts @Egnyte in the Leader quadrant. Next to companies that raised...
Know Your 12 Key Ecom Metrics or Fail
Ecom operators are surrounded by data meant to guide them, yet they’re still operating in the dark. Plenty of brands know their ROAS. Far fewer know their: - Break-even ROAS - Blended CAC against contribution margin - CPMs relative to 2026...
Predict Demand, Optimize Inventory with E‑commerce Data
Using #Ecommerce Datasets to Predict Demand and Optimize Inventory - B2B Marketing Blog | Webbiquity - https://t.co/psCIERg8OO
AI Threatens Marketers: Paid Media’s Uncertain Future
The death of marketers, is it over for paid media?, the bear and bull case for AI https://t.co/9NjhfPjOfn
Word of Mouth: Byproduct of Growth, Not a Tactic
Word of mouth is not a tactic, but rather a byproduct of growth. This is an important distinction, because we tend to look at things in marketing through a tactical and operational lens, where we can take steps to predictably...
Clients Choose You: Accident or Earned Expertise?
The last client you closed, how did they find you? Was it by accident or did you put the work in to be the expert that they sought after?
Integrate Shared & Paid Media to Capture Fragmented Attention
In the first article in this series about the PESO Model Certification® , I shared what’s new and why it’s been rebuilt for how people find information today. In the second, we went deeper into how owned and earned work...
No Bad Offers—Pricing Reflects Risk, Fit Situation
I get questions about our home valuation every day. They usually sound like “they made a bad offer” - this is actually what’s happening: They selectively price low-risk homes aggressively. They keep wider spreads on higher-risk homes. When I look into bad offer...
Build Trust with Data, Not Just Logos
"We only have one partner logo to show. How do we build credibility?" This came up in a call with a healthcare AI company. Early stage, incredible tech, but limited social proof. Here's what I recommended instead of the traditional logo wall: →...
Boost Revenue by Integrating OpenClaw Bots Into Slack
If you want to grow your revenues more, use OpenClaw in Slack. Your team will find novel use cases and watching them collaborate in real time with your agents is fascinating. I added Alfred to our internal marketing chat today and look...
Activation Holds the Hidden Growth Opportunity
In most of the growth troubleshooting I do — which spans qualitative research and a deep dive into product, marketing, and subscription analytics — activation is almost always where the opportunity is hiding.
Hire Demand Generation, Not Just Brand, for Growth
I was on a call with a CEO. "We are 100% Sales-driven. We have absolutely ZERO Marketing" I probed a bit more to understand. Turns out they hired a CMO once for a 8 month stint. All she wanted to...
Creative Diversity Drives Reel Reach, Prevents Rising CPMs
3 reels a week and 10 variations of the same concept is not a creative strategy that will save you from rising CPMs. Andromeda processes 10,000x more ad variants in parallel than Meta's old system. It has more creative combinations...
AI Agents Turn Discovery Into a Subscription Habit
As agents improve and spread across more surfaces, discovery turns into a subscription habit, and the work of search gets delegated. https://t.co/Zupbt4bGFY via @DuaneForrester, @sejournal
Buyers Satisficing: Time Constraints, Not Fear, Drive Choices
It can be too easy to look at buyer research and come away with a perspective that buyers make overly-safe, incomplete, and sub-optimal decisions. Worse, it can be too easy as a marketer to see buyers as needing us to...
7 Content Strategies to Build Authority and Trust
7 Ways to Use Content to Build Authority and Trust in Any Niche (+ Real Examples) - B2B Marketing Blog | Webbiquity - https://t.co/CJYHcehmSM https://t.co/aQ6RDwYiCA
Use Hours Not Days to Boost Email Opens
“Hours” works better than “days” in email. Why? Present Focus Bias. Humans are hardwired to want instant gratification. We don’t like to wait. According to Jay Schwedelson of SubjectLine.com , you can increase your open rate by 24% by using...
Leverage Executive Quotes to Boost Outreach Effectiveness
My favorite play is finding exec quotes and then leveraging that in emails..cold calls.. LinkedIn messages. https://t.co/w5mNxiNxGa
Focus on Revenue, Not Free Work, in Cold Emails
The best performing cold email is the one that leads to paying customers. You can generate a lot of positive replies by offering to do free work. Oh, you'll make it up in volume. Got it.
Snowflake Posts 30% Revenue Surge, Record Bookings
Snowflake prints 30% revenue growth and record bookings momentum $SNOW delivered Q4 revenue of $1.28B (+30% YoY) with product revenue at $1.23B (+30%) and EPS of $0.32, beating estimates by 23%. Growth is re-accelerating at scale. RPO climbed to $9.77B (+42%), billings...
Learning From Palantir’s $200M Sales Leader
Unreal first Closed Won Club masterclass with Palantir’s former head of commercial sales (KSA). $200M+ in career revenue closed. Hands down… I learned an insane amount getting to grill John with questions for 45 minutes. Excited to line up the...
Bridge Marketing & Sales: Align Mindsets for Growth
The misalignment between marketing and sales often stems from the different mindsets that each team brings to the table. Although both teams share the same overarching goal of driving business success, their approaches to engaging prospects can differ significantly. If...
Measure Marketing by Deal Impact, Not Dashboard Vanity
How honest are we about how we measure our marketing? We say we want clear and guiding KPIs. But then teams build KPIs that protect the report, not the business. It’s s easy to measure what makes us look productive....
From Creator to Editor: New
You're job is no longer to create, it's to edit. And I am releasing a tool for Cannonball GTM subscribers to help you do just that...
Meta's AI Will Automate Entire Ad Campaigns
If your value lives in media buying mechanics, Meta is already building your replacement. Mark Zuckerberg has confirmed that Meta is testing a system where a brand will enter a product URL and a budget, and the platform will build an...
Pivot to AI Secures Enterprise Deals, Fuels Growth
In this episode of Founder Firesides, @sdianahu talks with Ali Akhtar and Armen Forget of @LetterAICo, who just announced their $40M Series B. After pivoting during YC, they landed enterprise customers like Lenovo in the batch and expanded rapidly. They discuss...
Align Marketing & Sales in Three Simple Steps
RT @VisionEdgeMktg 🔗 Marketing and sales misaligned? That's leaving money on the table. Three proven steps to fix it now. https://t.co/pWTXFdm97t #MarketingAlignment #SalesStrategy #RevenueFocus
Paid Media Should Accelerate Clarity, Not Manufacture Trust
Paid media is a turbocharger. Which is great… unless you’re turbocharging confusion or trying to manufacture trust. If your paid strategy is: - “we have leftover budget” or - “the quarter is ending and the pipeline is soft” …that’s not...
Turn Agency Data Into AI Powerhouse: $1M to $18M
I interviewed a founder who turned his agency into an AI SaaS. $1M to $18M ARR in 9 months. The secret? 6 years of agency data trained the AI. @rich_fyxer_ai (Fyxer AI) told me how he pulled this off. Here...
Longer, Deeper Event Talks Deliver Real Business Value
Fascinating Trend: Events are FINALLY going deeper in 2026 Quick explanation: Over the past 5 years, I think many event organizers bought into this Tik-Tokification of events, making talks shorter so as to "keep the attention" of the audience. In...
Vendors Weaponize “Best Practices” To Gaslight Resistant Customers
Software vendors often push 'best practices' as a rigid truth. If you resist, they claim YOU are the problem for resisting change. This decades-old sales tactic uses reverse psychology and gaslighting to enforce their way. #TechSales #ERP #BusinessStrategy https://t.co/LpnAmeQlyR
Turn Marketing From Cost Center to Growth Engine
RT @VisionEdgeMktg 🔑 Make marketing indispensable. Stop reporting activities and start reporting outcomes. That's the difference between a cost center and a growth engine. https://t.co/ui8BN3gaHE #MarketingROI #Strategy #Leadership
Start Every Post with TLDR and Question H2s
Hey marketers, want more wins with AI summaries and citations? Yeah, me too. Here are two simple actions we've seen work really well with clients over the last 90 days: 1. Include a TLDR summary to start EVERY blog article...
Stop Leading with AI; Show Real Customer Value
AI as a part of your messaging is no longer a differentiator, yet so many brands continue to lead with "AI . . . " Unless you can show how AI is going to help your customers address their problems,...
Choosing Between a $2,100 Burst or $2,100 Spread
Would you rather spend $700 / day for 3 days or $100 / day for 21 to test a new campaign (creative)?
VCs Misuse Dual‑use Hype; Stop Relying on Grants
Certainly GTM is very different. And there are supply chain issues in current environment. Would add: NOT doing dual use is not an excuse to rely on grants and research money, stuff becoming too expensive, and not being able to...
Stop Delaying AI: Start Small, Involve Legal, Gain Time
I continue to hear from companies and marketing teams that are reticent to lean in holistically on the AI opportunity. So here I've parsed the most common push-backs as well as how I respond to each. 1️⃣ “We don’t have...
AI Cuts Development Costs, Distribution Remains Challenging
AI is makes software cheaper to build, but not easier to distribute This is the core conflict for years to come
Own One Idea, Become the Authority Shortcut
Experts don't get known for being good. They get known for the one idea they own. An ownable idea is an authority shortcut.
Tariffs Spike Costs, Crashing DTC ROAS
Your ad account looks fine: - ROAS is holding - CPMs are manageable - Conversions are flowing But your spreadsheet is screaming. As of February 2026, the average US tariff rate sits at 17% on all imports. For DTC brands...
AI SEO Success Demands Classic Change Management Playbook
The AI SEO transformation requires a decades-old proven playbook: Organizational change management. https://t.co/S1mGzgdyUf via @Kevin_Indig, @sejournal
Leaders Optimistic on AI-Driven Clinical Innovation, Wary of Costs
This survey of leaders from #healthcare plans, health systems, and innovative solution providers reflects optimism about clinical innovation and emerging #AI use, balanced against concerns over costs, payment models, and politics: https://t.co/xFXpbqfhbY via @TTCapPartners https://t.co/tG3a2CGn90
Get 100 Customers in 90 Days with RB2B
If I had zero customers and just signed up for RB2B, this is exactly how I'd get to 100 in 90 days: https://t.co/2a10Hfmnj0
Precise Positioning Drives Pipeline, Vague Messaging Costs Sales
Here's a quick exercise: Open your homepage. Now answer: 1. In one sentence, who is this for? Not “teams.” Who exactly? 2. What specific problem does it solve? Is it the same one Sales hears daily? 3. What makes you...
PMMs Still Skipping Essential Customer Research in 2026
I asked 9 PMMs at a recent Product Marketing Alliance event how they use customer research at their companies. Their honest answers were painful. "we don't have a dedicated person" "I'm the one doing it but I'm drowning in launches"...
Small Brands Must Build Perceived Size, Not Just Presence
The necessary trick of the small brand is to look bigger than you are. Many of the tools are simple ones, like leaning heavily on the logos and testimonials of clients, and more recently attention has gone towards AI by...
Use Real Growth Screenshots to Spark Buyer Conversations
I booked a meeting this week using a play nobody on my client’s team had seen before. Here’s what I did: Step 1. Went to the company page in Sales Nav (not the people... the company page) 2. Screenshotted their department headcount growth 3....
