Growth playbooks
from the field
No theory. This growth marketing blog documents the exact systems run on live SaaS accounts - AI search, paid efficiency, attribution and the unit economics that actually move ARR. Published with the numbers that survived.
"Every post here starts from a live account and ends with the number that moved. If it did not ship or cannot be measured, it does not get written."
Primary sources I build on: Google Search Central and GA4 measurement docs.
The benchmark methodology turned into a working system: score a site, order the fixes by impact, re-score to prove movement - with before-and-after evidence inside a week.
The AI search optimization guide that starts with revenue, not rankings - why answer-block content and entity graphs decide which brands generative engines cite.
The system behind scaling Elementor 100x in three years: channel sequencing, the content engine, pricing experiments and the org design that let growth compound.
The buyer-side reference for the fractional model: what the role owns, what it costs at every tier, and the honest cases where a fractional hire is the wrong answer.
Which marketing workflows benefit from AI, which collapse under it, and the build order that keeps a small team shipping like a large one.
How to measure SEO revenue the way a buyer counts it: rankings to sessions to pipeline in a model a CFO accepts, including the assisted-conversion logic most reports skip.
Open GA4 and Shopify side by side and the revenue never agrees. The gap is not a bug in either tool - it is how each one counts.
What this growth marketing blog covers
Every post maps to a lever I actually pull for clients, with the numbers to back it. No theory, no recycled listicles.
Getting cited by ChatGPT, Perplexity, and Google AI Overviews, not just ranked on page one.
Technical, content, and internal-link systems that turn organic into a real revenue channel.
Reading channels by contribution margin, not clicks, so you scale the spend that actually pays.
GA4, server-side, and the measurement layer most teams skip, so you know what drives pipeline.
Onboarding, activation, and email systems that move free signups to paid.
The throughline is the one I run as a Fractional CMO/CGO: pick the highest-ROI lever, instrument it, ship the smallest version that proves it, and keep what compounds. If a tactic cannot be tied to revenue, it does not make the blog. Each playbook is written so a founder or a small growth team can run it without me in the room: the context, the exact steps, the tools, and the metric that tells you it worked.
FAQ
Growth marketing blog questions, answered
How often the archive updates, where to start, and whether you can reuse the data - answered straight.
How often is this growth marketing blog updated?
When there is something real to publish: a finished experiment, a benchmark refresh, or a playbook proven on a live account. Cadence follows the work, not a content calendar, which is why posts carry data instead of padding.
Where should I start if I am new here?
Match your situation: AI search visibility questions start at the State of AI Search benchmark, broken funnels start at the growth leak audit, and hiring decisions start at the fractional CMO guide. Every post is self-contained with its sources linked.
Do you take guest posts or link placements?
No. Every post on this growth marketing blog is first-party work with verifiable numbers. Outreach offering content, links or AI-written drafts is declined, which keeps the citation quality of the archive intact.
Can I use the data and methods from these posts?
Yes, with attribution. Benchmarks publish their methodology and scoring rubrics precisely so they can be reproduced. If you run a method on your own site and get different numbers, that comparison is worth a conversation.
