Gabriel Cucos/Growth Engineer
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Available for engagement · B2B SaaS · Remote

Engineering Predictable Pipeline.
Algorithmic Growth Loops.

I architect programmatic acquisition loops and full-funnel conversion systems to break revenue bottlenecks for high-scale B2B entities.

Initialize Growth AuditView Growth Experiments

Operating Principles

01

Programmatic Acquisition Loops

Building self-reinforcing inbound engines, programmatic SEO, and automated content distribution systems that scale without linear ad spend.

loops · programmatic-seo
02

Full-Funnel CRO & Telemetry

Eliminating conversion leaks through rigorous statistical experimentation, high-fidelity attribution telemetry, and friction-free user paths.

conversion · telemetry
03

Autonomous Revenue Ops

Engineering algorithmic lead scoring, instant data enrichment, and zero-touch pipeline routing that turn traffic into qualified pipeline.

revops · dynamic-routing
Engagement Model

<48h

Average turnaround to deliver an actionable growth & funnel diagnostic after intake review. Selective availability for B2B scale-ups only.

selective · async-first

Field Notes

Growth Blueprints & Teardowns

WordPress Canonical MCP Adapter: Agentic CMS Architecture

Agentic Context Protocol-74% programmatic production cost

Persist GTM DataLayer Across Page Navigations

Client-Side State SynchronizationReduces lead misattribution costs by up to 24%

Server-Side Meta Conversions API via GA4 and GTM Server

Server-Side Event Ingestion-22% CAC via improved ad attribution
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Thought Leadership

Strategic Memos & Growth Mental Models

Engineering a zero-touch content decay audit pipeline to reclaim enterprise organic traffic

Enterprise growth teams waste millions producing commodity articles while their existing digital footprint bleeds 20% to 40% of qualified organic traffic yea...

CTOs, Founders, and Growth Engineers25 min

Architecting a dynamic pricing engine: High-throughput usage-based metering via Stripe and PostgreSQL

Static per-seat pricing models are commercially obsolete in 2026. As agentic AI, headless infrastructure, and autonomous workflows replace human interface in...

CTOs, Founders, and Growth Engineers26 min

First-party data architecture for Meta and LinkedIn retargeting pixel optimization

Client-side retargeting is an architectural liability. Between browser-enforced storage restrictions, aggressive ad-blocking, and signal attenuation across e...

CTOs, Founders, and Growth Engineers25 min
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Engagement

Ready to eliminate your pipeline bottlenecks?

Selective availability for growth architecture audits, programmatic inbound pipelines, and conversion rate engineering. No synchronous calls. No wasted cycles.

Initialize Growth Audit