Insights from the
growth engine room
Playbooks, postmortems and working numbers from ten years of B2B growth. No fluff, sources included.
How I built an AI lead scoring assistant that actually works in B2B fintech
An interpretive lead qualification system with no engineers and no black box, wired through the stack sales already lived in. It scores one question at a time, shows the reason beside every score, and leaves the call with a person.
Auditing 3,156 competitor paid keywords, down to zero remainder
Every keyword in one bucket, totals reconciled, 47 went live.
Building an ABM list from technology signals
Six filter rounds moved net-new precision from 2% to 31%
The trade-show follow-up system: badges to CRM
Four capture paths, photographed badges, AI reads them, HubSpot reconciles
Slicing a 14-chapter whitepaper into a lead engine
One chapter becomes four assets; the gated playbook turns readers into leads.
How I built an AI lead scoring assistant that actually works in B2B fintech
No engineers, no black box
How I use ChatGPT to optimize content for real SEO gains
ChatGPT as a research and editorial systems assistant.
AI search optimization (GEO): what actually matters now
Working notes on how AI answer engines actually pick their sources: unl
AI search optimization, more thought
What months of watching the GEO log changed about where the effort goes.
How I used simple automation + AI to help our support team
One support rep, three review platforms, and an inbox full of
Use data + AI to help my content team write articles that rank
English isn't my first language and long-form writing is
How I automated a messy monthly report using an LLM
A raw Excel export from HQ, a Zapier cleaning flow, and a custom GPT, how a
From B2C affiliate experience to launching a B2B fintech affiliate program
Years of buying traffic for home impr
Scaling a new product launch with marketing ops infrastructure
The biggest risk in our referral-driven launch wasn't
Designing a referral-driven lifecycle without breaking trust
Suppliers met our product through a payment.
Building a referral-led growth system for a new B2B payment feature
FUSION grew through the customers we already had.
How I turned email chaos into a calm, scalable marketing operation
The process around email was the broken part.
Rebuilding our onboarding email system
One shared MailChimp account, three regions, no owner. Rebuilding the system around real-time account stat
Email Marketing, Notes From the Field
What actually moves lifecycle numbers in B2B and fintech: timing, triggers, and clean user state.
Fixing a cross-domain tracking problem that shouldn't have taken two months
A tracking bug that looked li
How I approach landing page testing (without overthinking it)
Where landing pages actually fail, and how I test for it.
Keyword research for a fintech company: intent, trust, and risk
In fintech, keyword research is about intent, trust, and risk.
Running notes on GEO, AI search, and what seems to actually matter
Field notes on how AI search decides what to cit
Running social campaigns with limited resources
A small team can't outspend anyone, so the campaign has to run as a system: one messa
Marketing ops that reduced chaos, protected focus, and made scaling possible
The process layer that made everything else work.
The engine room, monthly
One email a month. The playbooks and numbers that survived contact with reality.