
Learnings from My Vibe Coding Project
Shareback of my experience building my latest vibe coding project, William AI: approach, tools deployed, challenges faced, and real project costs.
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My thoughts and the occasional rambling on digital transformation and leadership, with practical frameworks for Growth, Product Marketing and Brand. If any of it sparks a new perspective or helps you build something better, then it was worth writing. I'm always keen to hear your feedback or suggestions.

Shareback of my experience building my latest vibe coding project, William AI: approach, tools deployed, challenges faced, and real project costs.
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SaaS onboarding often causes early churn by delaying value. Learn how Jobs-To-Be-Done based onboarding delivers relevance faster and improves activation.

Cross-functional Growth teams only work when responsibility is clear and ownership spans the full funnel. Here, I look at how Growth teams are typically composed and how that composition shapes execution and…

Many SaaS marketers chase lead volume and focus on signals that often struggle to translate into pipeline. My buyer readiness Demand Gen Framework for SaaS helps refocus your effort and untangle your GTM so you can…

To find your ICP, move beyond firmographics and look at the challenges your prospects face. My framework guides you from research to an actionable ICP.

In marketing, we measure more data than ever, yet one of the hardest aspects is to prove the true impact of content. Here I share how to quantify how content contributes to business growth.

AI-driven search is transforming how audiences discover brands. This article explores the rise of Generative Engine Optimisation (GEO), how it differs from traditional SEO, and how to build lasting AI Visibility for…

When every brand claims the same strengths, real differentiation is rare. Learn how to build a brand that conveys relevance, credibility, and long-term value.

Learn how B2B SaaS teams define an ideal customer profile: a five-step ICP framework, personas, and ways to operationalise ICP for growth.

My journey through tech startups taught me that versatile leadership styles determine organisational success and team wellbeing. Learning from both inspiring mentors and witnessing leadership failures, I've adopted…

When and how to transition from siloed growth hacking to a structured, objective-based experimentation culture based on frameworks and best practices for achieving predictable, sustainable and repeatable growth.

Maximise brand engagement, foster brand-love and drive conversions with effective email automation; from abandoned carts to customer re-engagement and beyond.

Learn about customer-led buying models and how they can help increase demo requests. Drive SaaS growth by giving your Leads greater control and a positive experience while keeping a human element.

Use my free SaaS Leads Modeller to set data-driven sales and marketing goals. Identify conversion rates, CPC baselines, and lead requirements to build realistic forecasts and defend your budget with confidence.

Demystifying the difference between OKRs and KPIs. OKRs drive strategic focus while KPIs track health. Used together, they align orgs around objectives and measurable outcomes.

Everything CMO, PMMs and startup founders need to know about conducting a competitor analysis with actionable key insights to calibrate your growth strategy.

Free access to my Equity Offer Calculator to help you evaluate the real value of a job’s shares or stock-option package. Gain clarity. Ask the right questions. Decide with confidence.

Learn how to conduct a cohort retention analysis and transform your SaaS strategy with this actionable guide.

Achieve sustainable growth with data-driven decisions guided by key metrics. Move from vanity and siloed reporting to a deep view into your startup's granular mechanics across acquisition and retention.

Boost new life into your tired paid B2B SaaS marketing. Structure your PPC strategy user centric by aligning branded v non-branded creatives tactically along the acquisition funnel.

Innovate how you offer personal demos to your prospects by empowering them to explore your product independently. Learn how to drive up demo requests!

Startup, scale-up or enterprise: Discover content marketing and how to integrate it into your marketing mix. Start your transformation to a customer-centric marketing and sales approach.

Discover what Product-Led Growth (PLG) is and how to make it work for you and how to build your Growth model and flywheels.

Start optimising your lead nurturing approach by qualifying leads at every pipeline stage. Learn about lead scoring and BANT framework for effective qualification.

Growth has become a buzzword with different meanings to different people in different continents. Let's untangle the web: What is Growth. What it's not. And why you need a Growth team.

Many businesses focus solely on acquiring new customers rather than keeping existing ones. This article explores how focusing on activation during onboarding can solve retention issues.

Learn how to create a consistent and compelling tone of voice for your brand. Forge emotional connections, stand out and differentiate from competitors.

Move from Growth Hacking to sustainable and repeatable Growth with strategic frameworks. Explore the meaning of growth and discover how to embed it into your team and wider corporate culture.

How do you build actionable dashboards for Growth? What KPI to track? This article provides best practices for building effective Growth dashboards.

Despite playing a crucial role in cross-functional alignment, Product marketing (PMM) is still very much misunderstood. This article is a primer on what PMM is - and what it's not.

Learn how to improve marketplace liquidity. Understand the key factors impacting marketplace liquidity and discover how to effectively improve it.

Learn how to measure the success of your online marketplace business with essential KPIs: Scale, Margin, Momentum, Activity, Engagement, and Retention. Improve revenue growth and profitability today.

Learn how to foster an experimentation culture in your organisation to drive growth. Boost your business success through data-driven decisions.

Discover how online marketplaces work with their business models, types, and strategies for effective supply and demand management. Read on for insights and examples.

Learn how to build a comprehensive go-to-market (GTM) strategy for your product, from identifying target markets to post-launch reporting, in this step-by-step guide.

A comprehensive collection of definitions and concepts that shape modern growth, marketing and product.

Maximise revenue with an effective pricing strategy. In this post I'm looking at some of the most effective pricing strategies and techniques.

Learn how a funnel analysis can help you optimise your marketing efforts and improve your conversion rate. Follow our step-by-step guide to conduct a successful funnel analysis.

Learn how to craft compelling email subject lines that drive engagement and increase open rates. Master the art of email marketing today.

Discover usage-based pricing and how to define a value metric to calibrate your pricing strategy according to the value of a product. Boost customer retention and profitability.

Learn how to take user intent mapping to the next level for better understanding your customers and optimising your marketing strategy.
Learn why blindly following Lean Startup principles may not be the best strategy for your business. Avoid the "rudder fallacy" and make informed decisions.

Learn how to effectively market a complex product that customers don't understand. Discover strategies and tactics to communicate value and drive sales.

It’s no secret that CMOs struggle to measure the impact of marketing, especially high level metrics like return on investment (ROI). In spite of the explosion of MarTech solutions (3,874 at last count) and the…

Learn how Nokia's lack of innovation and failure to adapt to changing market trends led to its downfall in the smartphone industry. A warning to us all.

Discover why your website may be underperforming and what you can do to fix it with insights from Brian Solis, the award-winning author and keynote speaker.

Discover how Airbnb's use of design thinking turned their business around, taking them from a failing startup to a billion-dollar success story.

Discover how big data is transforming CRM and why CMOs are teaming up with data analysts to make data-driven decisions in the age of customer experience.

Discover agile marketing in this comprehensive guide. Learn how to stay ahead of the competition and achieve your marketing goals applying agile methodologies.

Ensure your rebrand's success with these 3 critical key factors. Discover key considerations before updating your brand identity and messaging.

I’ve led several rebrands, and Datasine’s purpose-led brand is one I’m proud of. Here I break down the frameworks, processes and thinking behind it.