SaaS Growth System
The whole SaaS funnel as one machine
Led growth at cnvrg.io before its acquisition by Intel.
Acquisition, activation, retention, and attribution run as one connected system with a single owner, not four vendors optimizing four slices. Built for growth-stage B2B SaaS, in Israel and globally.
One system, four stages, one owner
A SaaS growth system runs all four stages of the funnel – acquisition, activation, retention, and attribution – as one connected machine with one owner, instead of four disconnected vendors each optimizing their slice.
“SaaS growth almost never stalls in one channel. It stalls in the seam between a channel that pours traffic and an activation funnel that leaks it. A system owns the seam; a vendor owns a slice.”
A SaaS growth system connects the actual acquisition, product or sales journey, lifecycle and measurement owners around a commercial decision. I personally build and implement the agreed work. At Elementor I led acquisition during company growth from $200K to $20M ARR alongside the wider team; historical experience does not establish every provider’s limitations or the current state of those systems.

Where SaaS growth is won and lost
Acquisition
I personally build and run the agreed acquisition and public AI-search visibility work. We choose channels and useful content from the actual buyer and evidence and observe selected questions separately. Access, content and schema improvements can support readiness but do not guarantee citations or recommendations by external engines.
Activation
For product-led SaaS, define meaningful first-value, onboarding, paid-conversion and retention measures for the same eligible cohort. Sales-led or hybrid work may need different stages. I personally investigate and implement the selected changes. The first 90 days framework can organize checkpoints; it does not establish the universal first constraint or guarantee commercial lift.
Retention and expansion
I personally implement the agreed lifecycle, retention and expansion work with the relevant product and customer owners. Compare eligible cohort revenue and contribution with service, product and campaign costs over a suitable window. Expansion is not automatically cheaper than acquisition or free of delivery costs.
Attribution
I personally build the agreed customer-cost, payback and source-reconciliation view. Record source and cost definitions, matched and unknown records, timing, owners and review checks. Documentation supports the board review; it does not independently certify finance-grade data or make reporting automatic.
Why the system beats four vendors
| Stage | Point solution | Owned system |
|---|---|---|
| Acquisition | An agency runs ads | Paid + GEO wired to profit and pipeline |
| Activation | Inspect actual activation ownership and work | PLG funnel and onboarding owned |
| Retention | Inspect actual customer and growth responsibilities | NRR and expansion as a growth engine |
| Attribution | Inspect actual sources, windows and measurement | Finance-grade CAC and payback |
| Accountability | Named responsibilities in the actual arrangement | One owner, one number |
Diagnose the leak, build the constraint, own the number
Diagnose the leak
Map the full SaaS funnel from impression to expansion revenue and find the stage that is actually costing you growth. Most SaaS teams over-invest in acquisition while activation or retention quietly leaks the gains. Naming the real constraint decides the sequence.
Build the stage that leaks first
Install the engine for the binding constraint first, wired to your stack, then the adjacent stages. Each ships with a documented playbook so it is an operating system, not a slide deck. The machine is built in the order that returns revenue fastest.
Own one number
Whether I run it (operator seat) or your team runs it (install), everything serves one agreed metric, usually net new ARR or NRR. If a tactic does not move it, it does not happen. And the system is built to outlast the engagement.
Why SaaS economics reward the connected machine
Review acquisition, product or sales conversion and retention on compatible cohorts and economics. A stage improvement can change customer mix or shift another constraint; assess retained contribution, costs and the agreed outcome. Source attribution supports the view but does not alone prove what to scale or a causal effect.
I personally lead and implement the selected growth work and coordinate product, sales, customer and specialist owners. A build includes my implementation, checks, documentation and training before handoff; Operator includes agreed continuing work. One accountable lead can support coordination, but does not remove dependencies or guarantee performance better than a specialist team.
Tell me your ARR, your stack, and where the funnel leaks
Send me your stage, your current numbers, and where growth feels stuck. I will tell you which funnel stage is actually the constraint, whether the operator seat or an install fits, and what the first 30 days build. Scope is agreed before work starts, and contract terms, including duration and notice period, are agreed per engagement.
Sources: Software as a service (Wikipedia), Customer lifetime value (Wikipedia)
Where this fits
This SaaS system can be run for you in the Operator seat or installed for your team as the AI growth system. Compare both on the three ways to work page, start with the free tools and audits, or see case studies and pricing.
SaaS growth system FAQ
What is a SaaS growth system?
How is this different from hiring a growth agency?
Which stage should we fix first?
Do you run it or does our team?
Does this work for early-stage and scaling SaaS alike?
How much does a SaaS growth system cost?
Pricing depends on the scope of the engagement. Scope is agreed before work starts, and contract terms, including duration and notice period, are agreed per engagement. You can buy the system as an operator seat, where I run it, or as an install, where I build it and your team owns it, and which one fits is something I tell you after you share your stage and numbers.
Are you available to take on a new SaaS client right now?
Before a new SaaS engagement starts, I agree its scope, time commitment and availability for that client or project. To see where things stand right now, book a scoping call from this page; I reply to messages within 1 business day.
What should I send you to get started?
Send me your stage, your current numbers, and where growth feels stuck. I will tell you which funnel stage is actually the constraint, whether the operator seat or an install fits, and what the first 30 days build. The page also asks for your ARR and your stack, so include those if you have them.
Is there a minimum engagement length or contract term?
Duration and notice period for running your SaaS funnel are agreed per engagement. If you end a fractional engagement, there is no severance. We agree scope, duration and exit terms before work starts, and the price follows the scope of the engagement.
Work with Yaniv
Fractional Head of Growth for B2B SaaS, B2C, and e-commerce. Revenue that compounds, not spikes. Any channel, any motion, any stage.
